A single link to the first track to allow the export script to build the search page
  • Frontal
  • Podium Abstract

    Clinician Perceptions of Barriers and Facilitators to Effective Postoperative Handoffs

    • Joanna Abraham ;
    • Alicia Meng ;
    • Thomas Kannampallil

    Clinician Perceptions of Barriers and Facilitators to Effective Postoperative Handoffs


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Patient-Focused Web-Based Health Tool Facilitating Self-Identifiction and Self-Disclosure of Elder Mistreatment in the Emergency Department Setting

    • Fuad Abujarad ;
    • Esther Choo ;
    • Michael Pantalon ;
    • Karen Jubanyik ;
    • Dziura James ;
    • Chelsea Edwards ;
    • Gail D'Onofrio ;
    • Thomas Gill

    Patient-Focused Web-Based Health Tool Facilitating Self-Identifiction and Self-Disclosure of Elder Mistreatment in the Emergency Department Setting


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting.

    • David Albers ;
    • Melike Sirlanci Tuysuzoglu ;
    • Matthew Levine ;
    • Caroline Der Nigoghossian ;
    • Andrew Stuart ;
    • Jan Claassen ;
    • Bruce Gluckman ;
    • George Hripcsak

    Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting.


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Informatics Architecture for Phenotyped Microbiome Data Generation from Just-in-Time Clinical Microbiology Specimens from CTSA Network Producers

    • Alexander V. Alekseyenko

    Informatics Architecture for Phenotyped Microbiome Data Generation from Just-in-Time Clinical Microbiology Specimens from CTSA Network Producers


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Adversarially-Learned Balancing Weights for Causal Inference

    • Amelia J. Averitt ;
    • Natnicha Vanitchanant ;
    • Rajesh Ranganath ;
    • Adler Perotte

    Adversarially-Learned Balancing Weights for Causal Inference


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context

    • Paul Barry ;
    • Sam Henry ;
    • Meliha Yetisgen ;
    • Bridget McInnes ;
    • Ozlem Uzuner

    Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Sequential Analysis of Handoffs Using Mixed Methods

    • Katherine Blondon ;
    • Pejmon Noghrehchi ;
    • Brian Hilligoss ;
    • Mustafa Ozkaynak

    Sequential Analysis of Handoffs Using Mixed Methods


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Harnessing Electronic Health Records to Study Emerging Environmental Disasters: A Proof of Concept with PFAS

    • Mary Regina Boland ;
    • Lena Davidson ;
    • Silvia P. Canelón ;
    • Jessica Meeker ;
    • Trevor Penning ;
    • John H. Holmes ;
    • Jason H. Moore

    Harnessing Electronic Health Records to Study Emerging Environmental Disasters: A Proof of Concept with PFAS


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy

    • Selen Bozkurt ;
    • Amee D. Azad ;
    • Melih Yilmaz ;
    • James D. Brooks ;
    • Douglas W. Blayney ;
    • Tina Hernandez-Boussard

    Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Utilizing Encrypted Hashes to Link Patient Cohorts via Streamlined SAS Programs

    • Robert L. Bradford ;
    • Sofia Dard ;
    • Emily Pfaff ;
    • Ashok K. Krishnamurthy

    Utilizing Encrypted Hashes to Link Patient Cohorts via Streamlined SAS Programs


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Feasibility of Cross-Platform EHR-Driven Phenotyping Using Clinical Quality Language

    • Pascal S. Brandt ;
    • Richard C. Kiefer ;
    • Jennifer A. Pacheco ;
    • Prakash Adekkanattu ;
    • Evan Sholle ;
    • Faraz S. Ahmad ;
    • Jie Xu ;
    • zhenxing xu ;
    • Jessica S. Ancker ;
    • Fei Wang ;
    • Yuan Luo ;
    • Guoqian Jiang ;
    • Jyotishman Pathak ;
    • Luke V. Rasmussen

    Feasibility of Cross-Platform EHR-Driven Phenotyping Using Clinical Quality Language


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis

    • Luke A. Carlson ;
    • Molly M. Jeffery ;
    • Sunyang Fu ;
    • Huan He ;
    • Rozalina G. McCoy ;
    • Yanshan Wang ;
    • W. M. Hooten ;
    • Jennifer St. Sauver ;
    • Hongfang Liu ;
    • Jungwei Fan

    Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Detection of reticular pseudodrusen using deep learning

    • Qingyu Chen ;
    • Tiarnan D. Keenan ;
    • Yifan Peng ;
    • Elvira Agrón ;
    • Christopher Hwang ;
    • Alisa T. Thavikulwat ;
    • Debora Lee ;
    • Wai T. Wong ;
    • Emily Y. Chew ;
    • Zhiyong Lu

    Detection of reticular pseudodrusen using deep learning


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    The CLinically Explainable Actionable Risk (CLEAR) Model

    • RuiJun Chen ;
    • Amelia J. Averitt ;
    • Oliver J. Bear Don't Walk ;
    • Shreyas Bhave ;
    • Lisa Grossman Liu ;
    • Elliot G. Mitchell ;
    • Victor Rodriguez ;
    • Phyllis Thangaraj ;
    • Tony Sun

    The CLinically Explainable Actionable Risk (CLEAR) Model


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Combining User Preferences and Health Needs in Personalized Food Recommendation

    • Yu Chen ;
    • Ching-Hua Chen ;
    • Mohammed Zaki

    Combining User Preferences and Health Needs in Personalized Food Recommendation


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Weak Supervision to Classify Unstructured Clinical Text for Current Suicidal Ideation

    • Marika M. Cusick ;
    • Prakash Adekkanattu ;
    • Thomas R. Campion ;
    • Evan Sholle ;
    • Annie C. Myers ;
    • George Alexopoulos ;
    • Jyotishman Pathak

    Weak Supervision to Classify Unstructured Clinical Text for Current Suicidal Ideation


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Measuring workload with a modified NASA-TLX following Electronic Medication Management System implementation in hospital

    • Racha Dabliz ;
    • Angus Ritchie ;
    • Jonathan Penm ;
    • Rosemary Burke ;
    • Simon Poon

    Measuring workload with a modified NASA-TLX following Electronic Medication Management System implementation in hospital


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning Models

    • Bharath Dandala ;
    • Venkata Joopudi ;
    • Ching-Huei Tsou ;
    • Jennifer J. Liang ;
    • Parthasarathy Suryanarayanan

    Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning Models


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Identifying and Leveraging Public Data Sources with Structured Social Determinants of Health Information for Observational Health Research

    • Irene Dankwa-Mullan ;
    • Mollie M. McKillop ;
    • Metasebya Solomon ;
    • Anita M. Preininger ;
    • Mark C. Roebuck ;
    • Yull E. Arriaga ;
    • Judy George ;
    • Gretchen P. Jackson ;
    • Brett R. South

    Identifying and Leveraging Public Data Sources with Structured Social Determinants of Health Information for Observational Health Research


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    A Surveillance Framework for Monitoring and Updating Clinical Prediction Models

    • Sharon E. Davis ;
    • Robert A. Greevy ;
    • Thomas A. Lasko ;
    • Colin Walsh ;
    • Michael E. Matheny

    A Surveillance Framework for Monitoring and Updating Clinical Prediction Models


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Real-time Clinical Note Monitoring to Detect Conditions for Follow-up: a Case Study of Clinical Trial Enrollment in Drug-induced Torsades de Pointes and Stevens-Johnson Syndrome

    • Sarah DeLozier ;
    • Peter Speltz ;
    • Jason Brito ;
    • Leigh Anne Tang ;
    • Janey Wang ;
    • Joshua C. Smith ;
    • Dario Giuse ;
    • Elizabeth Phillips ;
    • Kristina Williams ;
    • Teresa Strickland ;
    • Giovanni Davogustto ;
    • Dan M. Roden ;
    • Joshua C. Denny

    Real-time Clinical Note Monitoring to Detect Conditions for Follow-up: a Case Study of Clinical Trial Enrollment in Drug-induced Torsades de Pointes and Stevens-Johnson Syndrome


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Analyzing impact of genomic factors on HD progression through an integrated disease progress model

    • Sanjoy Dey ;
    • Zhaonan Sun ;
    • Amrita Mohan ;
    • Cristina Sampaio ;
    • Jianying Hu

    Analyzing impact of genomic factors on HD progression through an integrated disease progress model


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: Pre-Implementation Perceptions of Primary Care Providers

    • Courtney J. Diamond ;
    • Adam Wright ;
    • Steven J. Atlas ;
    • Tin H. Dang ;
    • Li Zhou ;
    • Sanja Percac-Lima ;
    • Amy J. Wint ;
    • Kimberly A. Harris ;
    • E. J. Orav ;
    • Erica S. Breslau ;
    • Anna Tosteson ;
    • Jennifer Haas

    Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: Pre-Implementation Perceptions of Primary Care Providers


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Advancing Symptom Science through Bipartite Networks: Applications to Precision Stroke Rehabilitation

    • Brian Downer ;
    • Irma Alvarado ;
    • Monique R. Pappadis ;
    • Weibin Zhang ;
    • Timothy Reistetter ;
    • Lorraine Evangelista ;
    • Yong-Fang Kuo ;
    • Suresh K. Bhavnani

    Advancing Symptom Science through Bipartite Networks: Applications to Precision Stroke Rehabilitation


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Differentiating Decision Support Needs of Novice and Expert Nurses

    • Karen Dunn Lopez ;
    • Eve Martinez Soto ;
    • Janet Stifter ;
    • Meghan Kennedy ;
    • Andrew Johnson ;
    • Gail Keenan

    Differentiating Decision Support Needs of Novice and Expert Nurses


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Development and Alpha Testing of Specifications for an Orthopedic Surgery Complications Electronic Clinical Quality Measure (eCQM)

    • Patricia C. Dykes ;
    • Woong K. Kim ;
    • Taylor Christiansen ;
    • Alexandra Businger ;
    • Stuart Lipsitz ;
    • Avery Pullman ;
    • Ania Syrowatka ;
    • Michael Sainlaire ;
    • Tien Thai ;
    • David W. Bates

    Development and Alpha Testing of Specifications for an Orthopedic Surgery Complications Electronic Clinical Quality Measure (eCQM)


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Variations among Electronic Health Record and Physiologic Streaming Vital Signs for Use in Predictive Algorithms in Pediatric Severe Sepsis

    • Adam C. Dziorny ;
    • Robert B. Lindell ;
    • Julie Fitzgerald ;
    • Chris Bonafide

    Variations among Electronic Health Record and Physiologic Streaming Vital Signs for Use in Predictive Algorithms in Pediatric Severe Sepsis


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Assessing Clinical Staff Usability & Satisfaction with Documentation & Information Retrieval Prior to an Electronic Health Record Implementation

    • Jonathan Elias ;
    • Amanda J. Moy ;
    • Eugene Lucas ;
    • Jessica Schwartz ;
    • Kenrick Cato ;
    • Erika L. Abramson ;
    • Jessica S. Ancker ;
    • Susan B. Bostwick ;
    • Sarah Collins Rossetti

    Assessing Clinical Staff Usability & Satisfaction with Documentation & Information Retrieval Prior to an Electronic Health Record Implementation


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Improving Inpatient Pediatric Influenza Vaccination Using a Clinical Decision Support Intervention

    • Omar H. Elsayed-Ali ;
    • Swaminathan Kandaswamy ;
    • Andrea Shane ;
    • Stephanie Jernigan ;
    • Patricia Lantis ;
    • Erin Masterson ;
    • Pareen Shah ;
    • Reena Blanco ;
    • Srikant Iyer ;
    • Evan W. Orenstein

    Improving Inpatient Pediatric Influenza Vaccination Using a Clinical Decision Support Intervention


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Generative Transfer Learning for Measuring Plausibility of EHR Diagnosis Records Over Time

    • Hossein Estiri ;
    • Sebastien Vasey ;
    • Jeffrey G. Klann ;
    • Victor M. Castro ;
    • Shawn N. Murphy

    Generative Transfer Learning for Measuring Plausibility of EHR Diagnosis Records Over Time


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Use of Online Patient Portals Among US Military Veterans with Mental Health Diagnoses

    • Bella Etingen ;
    • Timothy P. Hogan ;
    • Rachael N. Martinez ;
    • Stephanie L. Shimada ;
    • Kevin T. Stroupe ;
    • Kim M. Nazi ;
    • Samantha L. Connolly ;
    • Jessica M. Lipschitz ;
    • Frances Weaver ;
    • Bridget Smith

    Use of Online Patient Portals Among US Military Veterans with Mental Health Diagnoses


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Diffusion of a Health Information Exchange Tool Across an Academic Medical Center

    • Jordan Everson ;
    • Neil Askew ;
    • Allison B. McCoy

    Diffusion of a Health Information Exchange Tool Across an Academic Medical Center


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Comparison of Three International Terminologies for Medical Interventions and Procedures

    • Kin Wah Fung ;
    • Julia Xu ;
    • Filip Ameye

    Comparison of Three International Terminologies for Medical Interventions and Procedures


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Automated Revision of Medical Ontologies with Graph Neural Network Transfer Learning

    • Herman Galioulline ;
    • Andrea Giovannini

    Automated Revision of Medical Ontologies with Graph Neural Network Transfer Learning


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Personal Informatics Interventions to Alleviate Emotional Symptoms in People with Advanced Cancer: A Meta-Analysis

    • Stephanie Gilbertson-White ;
    • Vijayvardhan Kamalumpundi ;
    • seyedehtanaz Saeidzadeh ;
    • Nai-Ching Chi ;
    • Rajeshwari Nair

    Personal Informatics Interventions to Alleviate Emotional Symptoms in People with Advanced Cancer: A Meta-Analysis


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Insights into the Value of Clinical Notes from Measuring Writing and Viewing Patterns

    • Jen J. Gong ;
    • Robert Thombley ;
    • Julia Adler-Milstein

    Insights into the Value of Clinical Notes from Measuring Writing and Viewing Patterns


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    FHIRing Up Federal Research Data Infrastructure: Implementations and Opportunities for Patient-Centered Outcomes Research

    • Aldren Gonzales ;
    • Scott R. Smith

    FHIRing Up Federal Research Data Infrastructure: Implementations and Opportunities for Patient-Centered Outcomes Research


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Visual Analytics to Combat Selection Bias in Retrospective EHR Data Analyses

    • David Gotz ;
    • Jonathan Zhang ;
    • Smiti Kaul ;
    • Georgiy Bobashev ;
    • David Borland

    Visual Analytics to Combat Selection Bias in Retrospective EHR Data Analyses


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Novel Application of Data Quality Metrics to Tailor Standardization of Patient Matching Fields

    • Shaun J. Grannis ;
    • Xiaochun Li ;
    • Huiping Xu ;
    • Toan C. Ong ;
    • Michael G. Kahn ;
    • Lauren R. Lembcke ;
    • Suranga N. Kasthurirathne

    Novel Application of Data Quality Metrics to Tailor Standardization of Patient Matching Fields


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Visual Rating Scales for Patient-Reported Outcome Measurement: A National Validation Study

    • Lisa Grossman Liu ;
    • Meghan Reading Turchioe ;
    • Annie C. Myers ;
    • Jyotishman Pathak ;
    • David Vawdrey ;
    • Ruth Masterson Creber

    Visual Rating Scales for Patient-Reported Outcome Measurement: A National Validation Study


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Automated Identification of Patients with Immune-related Adverse Events from Clinical Notes using Machine Learning

    • Samir Gupta ;
    • Anas Belouali ;
    • Neil J. Shah ;
    • Michael Atkins ;
    • Subha Madhavan

    Automated Identification of Patients with Immune-related Adverse Events from Clinical Notes using Machine Learning


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Addressing Health Equity in the Healthcare System: Assessing the Impact of Neighborhood Characteristics on Healthcare Utilization in Baltimore City

    • Elham Hatef ;
    • Jonathan Weiner ;
    • Hsien-Yen Chang ;
    • Chris Kitchen ;
    • Hadi Kharrazi

    Addressing Health Equity in the Healthcare System: Assessing the Impact of Neighborhood Characteristics on Healthcare Utilization in Baltimore City


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Fitbit “Bring Your Own Device” data in the All of Us Research Program

    • Michelle Holko ;
    • Francis Ratsimbazafy ;
    • Kayla Marginean ;
    • Karthik Natarajan ;
    • Sylvia Cho ;
    • Josh Schilling ;
    • Aymone Kouame ;
    • Dan Webster ;
    • Shaquille Peters ;
    • Mark Begale ;
    • Kelly Gebo ;
    • Andrea H. Ramirez ;
    • Paul Harris

    Fitbit “Bring Your Own Device” data in the All of Us Research Program


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Learning by Doing: Resident Physicians’ Use of Electronic Health Records

    • A Jay Holmgren ;
    • Brenessa Lindeman ;
    • Eric W. Ford

    Learning by Doing: Resident Physicians’ Use of Electronic Health Records


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Deep Semantic Embeddings and Clustering to Facilitate Identification of Transportation Barriers in Patient Portal Messages

    • Ming Huang ;
    • Jungwei Fan

    Deep Semantic Embeddings and Clustering to Facilitate Identification of Transportation Barriers in Patient Portal Messages


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Caregiver Access of Online Medical Records: Implications for Policy, Practice, and Patient Portal Design

    • Bradley E. Iott ;
    • Minakshi Raj ;
    • Jodyn Platt ;
    • Denise Anthony

    Caregiver Access of Online Medical Records: Implications for Policy, Practice, and Patient Portal Design


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Comparison of the Impact of Placed-based Social Determinants of Health on Claims-based Risk Adjustment Models Across Different Geographic Levels

    • Hadi Kharrazi ;
    • Hsien-Yen Chang ;
    • Elham Hatef ;
    • Jonathan Weiner

    Comparison of the Impact of Placed-based Social Determinants of Health on Claims-based Risk Adjustment Models Across Different Geographic Levels


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Impact of digitally-acquired diagnostic input from peers on primary care clinicians in real-life outpatient cases: results from a randomized trial

    • Elaine C. Khoong ;
    • Valy Fontil ;
    • Natalie Rivadeneira ;
    • Sarah S. Nouri ;
    • Kristan Olazo ;
    • Mekhala Hoskote ;
    • Shantanu Nundy ;
    • Courtney Lyles ;
    • Urmimala Sarkar

    Impact of digitally-acquired diagnostic input from peers on primary care clinicians in real-life outpatient cases: results from a randomized trial


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation

    • Alexandra Kogan ;
    • Mor Peleg ;
    • Samson Tu ;
    • Irit Hochberg ;
    • Natanel Khaitov ;
    • Raviv Allon

    GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Identifying Comparative Peer Facilities Using a K-Nearest Neighbor Algorithm Across Clinical, Structural, and Geographic Data Domains

    • Michael P. Korvink ;
    • John Martin ;
    • Franck Diaz-Garelli

    Identifying Comparative Peer Facilities Using a K-Nearest Neighbor Algorithm Across Clinical, Structural, and Geographic Data Domains


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Preliminary Work on Estimated Mortality, Quality of Life, and Cost-Effectiveness of Hormonal and Surgical Treatments for Transgender Persons in the United States

    • Clair A. Kronk ;
    • Judith Dexheimer ;
    • Mark H. Eckman

    Preliminary Work on Estimated Mortality, Quality of Life, and Cost-Effectiveness of Hormonal and Surgical Treatments for Transgender Persons in the United States


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Medical Concept Normalization via Description Prediction

    • Kahyun Lee ;
    • Sam Henry ;
    • Ozlem Uzuner

    Medical Concept Normalization via Description Prediction


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization

    • Gal Levy-Fix ;
    • Jason Zucker ;
    • Konstantin Stojanovic ;
    • Noémie Elhadad

    Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Comparing Clinical Characteristics of Influenza and Common Coronavirus Infections using Electronic Health Records

    • Dadong Li ;
    • Michael Cantor

    Comparing Clinical Characteristics of Influenza and Common Coronavirus Infections using Electronic Health Records


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Potential Role of Clinical Trial Eligibility Criteria in Electronic Phenotyping

    • Hao Liu ;
    • Chi Yuan ;
    • Alex Butler ;
    • Yingcheng Sun ;
    • Chunhua Weng

    Potential Role of Clinical Trial Eligibility Criteria in Electronic Phenotyping


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Can the UTAUT Model Characterize Clinical Decision Support?

    • Siru Liu ;
    • Thomas Reese ;
    • Kensaku Kawamoto ;
    • Guilherme Del Fiol ;
    • Charlene Weir

    Can the UTAUT Model Characterize Clinical Decision Support?


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Study of the Temporal Impact of Renal Transplantation on End Stage Renal Disease Using Clinical Notes with a Data-Driven Approach

    • Ying-Chih Lo ;
    • Liqin Wang ;
    • Joshua Lakin ;
    • Li Zhou

    Study of the Temporal Impact of Renal Transplantation on End Stage Renal Disease Using Clinical Notes with a Data-Driven Approach


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Common vocabulary as a basis for immunization tracking guidelines

    • David Lyalin ;
    • Cindy Scullion

    Common vocabulary as a basis for immunization tracking guidelines


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Challenges in Exposing Legacy Data in the FHIR Standard at the Department of Veteran Affairs

    • Jay Lyle ;
    • Catherine Hoang ;
    • Amy K. Norris Colon ;
    • Lina Bertuzis ;
    • Holly Miller

    Challenges in Exposing Legacy Data in the FHIR Standard at the Department of Veteran Affairs


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Consumer Engagement in Smartphone Supported Home-based Diagnostic Testing for Communicable Virus: Exploring flu@home

    • Victoria Lyon ;
    • Cynthia LeRouge ;
    • Polina Durneva ;
    • Matthew Thompson

    Consumer Engagement in Smartphone Supported Home-based Diagnostic Testing for Communicable Virus: Exploring flu@home


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Fall Prevention Information Model Validated Using Flowsheet Metadata

    • Kay S. Lytle ;
    • Bonnie L. Westra ;
    • Mary L. Hook ;
    • Dr. Samira Ali ;
    • Luann Whittenburg

    Fall Prevention Information Model Validated Using Flowsheet Metadata


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Internet Access, Social Risk Factors, and Web-Based Social Support Seeking Behavior: Assessing Correlates of the “Digital Divide” Across Neighborhoods in the State of Maryland

    • Xiaomeng Ma ;
    • Elham Hatef ;
    • Yahya Shaikh ;
    • Hadi Kharrazi ;
    • Jonathan Weiner ;
    • Darrell J. Gaskin

    Internet Access, Social Risk Factors, and Web-Based Social Support Seeking Behavior: Assessing Correlates of the “Digital Divide” Across Neighborhoods in the State of Maryland


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Extracting Multi-Dimensional Context for Medication Change Events in Clinical Narratives

    • Diwakar Mahajan ;
    • Jennifer J. Liang

    Extracting Multi-Dimensional Context for Medication Change Events in Clinical Narratives


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Identification of Patients with HIV from Electronic Health Records

    • Sarah B. May ;
    • Thomas P. Giordano ;
    • Assaf Gottlieb

    Identification of Patients with HIV from Electronic Health Records


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Introducing Undergraduate Women to Biomedical Informatics through the AMIA First Look Program

    • Allison B. McCoy ;
    • Karmen S. Williams ;
    • Wendy Chapman ;
    • Victoria Tiase ;
    • Sripriya Rajamani ;
    • Yalini Senathirajah ;
    • Kim M. Unertl ;
    • Theresa L. Jones ;
    • Courtney L. Hebert ;
    • Kelly Evans ;
    • Tiffani J. Bright

    Introducing Undergraduate Women to Biomedical Informatics through the AMIA First Look Program


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Operationalizing Artificial Intelligence: Lessons Learned at Dana-Farber Cancer Institute

    • John Methot ;
    • Renato Umeton ;
    • Gregory Antell

    Operationalizing Artificial Intelligence: Lessons Learned at Dana-Farber Cancer Institute


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Guideline Snapshots: A Screening Tool for Determining Guideline Relevance

    • Jeremy J. Michel ;
    • Anne Wert ;
    • Kelly Mathews ;
    • Morgan Leafe ;
    • Asim Mujahid ;
    • Janice Kaczmarek

    Guideline Snapshots: A Screening Tool for Determining Guideline Relevance


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    First Day of Life Prediction of Neonatal Intensive Care Unit Length of Stay

    • Alexis Mitelpunkt ;
    • Tzviel Frostig ;
    • Orli Kehat ;
    • Yoav Benjamini ;
    • Ahuva Weiss Meilik

    First Day of Life Prediction of Neonatal Intensive Care Unit Length of Stay


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    High-throughput Phenotyping with EHR Sequences

    • Shawn N. Murphy ;
    • Hossein Estiri ;
    • Zachary H. Strasser ;
    • Kavishwar Wagholikar ;
    • Victor M. Castro

    High-throughput Phenotyping with EHR Sequences


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Task-Specific Ontology Generation for NLP-Based Phenotype Extraction

    • Anastasia Navitski ;
    • Piyush Goyal ;
    • Salma Ahsanuddin ;
    • Manik Uppal ;
    • Simon Mantha ;
    • Serena Zheng ;
    • Erel Joffe

    Task-Specific Ontology Generation for NLP-Based Phenotype Extraction


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Ambiguity in Medical Concept Normalization: An Analysis of Types and Coverage in Electronic Health Record Datasets

    • Denis R. Newman-Griffis ;
    • Guy Divita ;
    • Bart Desmet ;
    • Ayah Zirikly ;
    • Carolyn Rosé ;
    • Eric Fosler-Lussier

    Ambiguity in Medical Concept Normalization: An Analysis of Types and Coverage in Electronic Health Record Datasets


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Derivation and Validation of Vasoactive-Inotrope Score Trajectory Groups in Critically Ill Children

    • Elitsa Nicolaou ;
    • L. Nelson Sanchez-Pinto

    Derivation and Validation of Vasoactive-Inotrope Score Trajectory Groups in Critically Ill Children


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Crowd-Diagnosis: When the Public Turns to Social Media to Obtain Clinical Diagnoses

    • Alicia L. Nobles ;
    • Eric C. Leas ;
    • Mark Dredze ;
    • Christopher A. Longhurst ;
    • Davey Smith ;
    • John W. Ayers

    Crowd-Diagnosis: When the Public Turns to Social Media to Obtain Clinical Diagnoses


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Predicting Retention-in-care for PLWH in South Carolina by Integration of Clinical Care and Social Care Data and Machine Learning

    • Bankole Olatosi ;
    • Xiaowen Sun ;
    • Jiajia Zhang ;
    • Chen Liang ;
    • Xiaoming Li

    Predicting Retention-in-care for PLWH in South Carolina by Integration of Clinical Care and Social Care Data and Machine Learning


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational Databases

    • Chao Pang ;
    • RuiJun Chen ;
    • Harry Reyes Nieva ;
    • Krishna Kalluri ;
    • Tony Sun ;
    • Xinzhuo Jiang ;
    • Victor Rodriguez ;
    • Patrick B. Ryan ;
    • Karthik Natarajan

    Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational Databases


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    HistoriView: An Interactive and Scalable Visual Exploratory Plugin for Longitudinal Patient Data Review

    • Heekyong Park ;
    • Taowei D. Wang ;
    • Vivian Gainer ;
    • Victor M. Castro ;
    • Nich Wattanasin ;
    • Shawn N. Murphy

    HistoriView: An Interactive and Scalable Visual Exploratory Plugin for Longitudinal Patient Data Review


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Visualizing Inequities in Clinical Trials using ML Fairness Metrics

    • Miao Qi ;
    • Owen Cahan ;
    • Morgan Foreman ;
    • Daniel Gruen ;
    • Amar K. Das ;
    • Kristin P. Bennett

    Visualizing Inequities in Clinical Trials using ML Fairness Metrics


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Amplifying Domain Expertise to Combat Antimicrobial Resistance

    • Protiva Rahman ;
    • Arnab Nandi ;
    • Erinn Hade ;
    • Emily S. Patterson ;
    • Courtney L. Hebert

    Amplifying Domain Expertise to Combat Antimicrobial Resistance


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    The Association of Encounter- And Hospital-Level Characteristics with Health Information Exchange in Emergency Department Encounters: A Longitudinal Log File Analysis.

    • Saurabh Rahurkar ;
    • Joshua R. Vest ;
    • John Finnell ;
    • Brian E. Dixon

    The Association of Encounter- And Hospital-Level Characteristics with Health Information Exchange in Emergency Department Encounters: A Longitudinal Log File Analysis.


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data

    • Jean Louis Raisaro ;
    • Juan Troncoso-Pastoriza ;
    • Yamane El Zein ;
    • Mathias Humbert ;
    • Jacques Fellay ;
    • Carmela Troncoso ;
    • Jean-Pierre Hubaux

    GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Algorithmic Bias in Healthcare: Using a Non-cost Clinical Predicted Outcome to Overcome Racial Bias in Population Health Programs

    • Naveen Raja ;
    • Colin S. Beam

    Algorithmic Bias in Healthcare: Using a Non-cost Clinical Predicted Outcome to Overcome Racial Bias in Population Health Programs


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Risk Classification in Pediatric Acute Lymphoblastic Leukemia with Structured Data in Clinical Research Networks

    • Hanieh Razzaghi ;
    • Jason Roy ;
    • Ashley Batugo ;
    • Charles Bailey

    Risk Classification in Pediatric Acute Lymphoblastic Leukemia with Structured Data in Clinical Research Networks


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Disparities in Telehealth Use among Patients with Limited English Proficiency in California

    • Jorge A. Rodriguez ;
    • Altaf Saadi ;
    • Lee Schwamm ;
    • David W. Bates ;
    • Lipika Samal

    Disparities in Telehealth Use among Patients with Limited English Proficiency in California


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Contemporary Use of Real World Data for Clinical Trial Conduct

    • James R. Rogers ;
    • Junghwan Lee ;
    • Ziheng Zhou ;
    • Patrick B. Ryan ;
    • George Hripcsak ;
    • Chunhua Weng

    Contemporary Use of Real World Data for Clinical Trial Conduct


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    A Dashboard to Automatically Translate SHAP Explanations to Clinicians for Mortality Prediction

    • Lorenzo A. Rossi ;
    • Finly Zachariah

    A Dashboard to Automatically Translate SHAP Explanations to Clinicians for Mortality Prediction


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    How to Build a Virtual Clinic in Three Days: Rapid Scaling of a Video Visit Urgent Care Program for COVID-19 Response

    • Matthew Sakumoto ;
    • Omid Boozarpour ;
    • Emma McCune ;
    • Paul Nadler ;
    • Elisabeth Askin

    How to Build a Virtual Clinic in Three Days: Rapid Scaling of a Video Visit Urgent Care Program for COVID-19 Response


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Electronic Measurement of a Clinical Quality Measure for Inpatient Hypoglycemic Events: A Multicenter Validation Study

    • Carlos A. Q. Santos ;
    • Craig Conover ;
    • Nadine Shehab ;
    • Andrew I. Geller ;
    • Yannis Guerra ;
    • Holly Kramer ;
    • Nicole M. Kosacz ;
    • Huiyuan Zhang ;
    • Daniel S. Budnitz ;
    • William Trick

    Electronic Measurement of a Clinical Quality Measure for Inpatient Hypoglycemic Events: A Multicenter Validation Study


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Use of Electronic Health Record Technology in a National Sample of Hospitals that Provide Specialty Substance Use Disorder Care

    • Morgan C. Shields ;
    • Grant A. Ritter ;
    • Constance M. Horgan ;
    • Alisa B. Busch

    Use of Electronic Health Record Technology in a National Sample of Hospitals that Provide Specialty Substance Use Disorder Care


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review

    • Yuqi Si ;
    • Jingcheng Du ;
    • Zhao Li ;
    • Xiaoqian Jiang ;
    • Timothy A. Miller ;
    • Fei Wang ;
    • W. J. Zheng ;
    • Kirk Roberts

    Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Documentation of Social Determinants of Health in Healthcare Organizations in Perú: A field study to inform the development of a FHIR app

    • Javier Silva Valencia ;
    • Stefan Escobar ;
    • Benjamin Viernes ;
    • Michael T. Watkins ;
    • Leonardo Rojas-Mezarina ;
    • Viet Nguyen ;
    • Héctor Espinoza-Herrera ;
    • Damian A. Borbolla

    Documentation of Social Determinants of Health in Healthcare Organizations in Perú: A field study to inform the development of a FHIR app


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Leveraging Location Based Services for Analysis of Suicides in Rural Counties

    • Barry Sly-Delgado ;
    • Meysam Ghaffari ;
    • Aastha Gunjan ;
    • Cynthia Brandt ;
    • Joseph L. Goulet ;
    • Karen Wang ;
    • Ashok Srinivasan

    Leveraging Location Based Services for Analysis of Suicides in Rural Counties


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Analysis of Machine Learning Models and Identification of Factors for Predicting Preventive Care Services Usage in a Direct Primary Care Setting

    • Jane L. Snowdon ;
    • Ching-Hua Chen ;
    • George Kim ;
    • Judy George ;
    • Thomas A. Gagliardi ;
    • Marion J. Ball ;
    • Sasha Ballen ;
    • Sugato Bagchi

    Analysis of Machine Learning Models and Identification of Factors for Predicting Preventive Care Services Usage in a Direct Primary Care Setting


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Visualizing Vulnerability: Design and Usability of Interactive Mapping Tools for Global Health Preparedness

    • Lauren E. Snyder ;
    • Peter Rabinowitz ;
    • David Pigott ;
    • Andrea Hartzler

    Visualizing Vulnerability: Design and Usability of Interactive Mapping Tools for Global Health Preparedness


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning Methods

    • Wenyu Song ;
    • Min Jeoung Kang ;
    • Linying Zhang ;
    • Jose P. Garcia ;
    • David W. Bates ;
    • Patricia C. Dykes

    Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning Methods


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Multi-view Gradient Boosting Tree for Acute Kidney Injury Prediction and Modifiable Risk Factor Identification

    • Xing Song ;
    • Lav P. Patel ;
    • Lemuel R. Waitman ;
    • Mei Liu

    Multi-view Gradient Boosting Tree for Acute Kidney Injury Prediction and Modifiable Risk Factor Identification


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Are Americans confident in their ability to manage their health information?

    • Amanda C. Stanhaus ;
    • Denise Anthony ;
    • Jodyn Platt ;
    • Sharon Kardia

    Are Americans confident in their ability to manage their health information?


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Quantifying the Hidden Electronic Work of Clinical Communication in a Breast Cancer Cohort

    • Bryan D. Steitz ;
    • Kim M. Unertl ;
    • Mia A. Levy

    Quantifying the Hidden Electronic Work of Clinical Communication in a Breast Cancer Cohort


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Developing a Phenotype Risk Score for Opioid Adverse Events

    • Leigh Anne Tang ;
    • Sarah Delozier $lastName ;
    • Lisa Bastarache ;
    • Colin Walsh ;
    • Joshua C. Denny

    Developing a Phenotype Risk Score for Opioid Adverse Events


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Challenges in Health Application Interoperability: Impact of Fast Healthcare Interoperability Resources in the Electronic Health Record

    • Jeritt Thayer ;
    • Daria F. Ferro ;
    • Joseph Zorc ;
    • Levon H. Utidjian ;
    • Robert W. Grundmeier

    Challenges in Health Application Interoperability: Impact of Fast Healthcare Interoperability Resources in the Electronic Health Record


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Can personalized mobile technology change lifestyle behavior? A systematic review and meta-analysis

    • Huong Ly Tong ;
    • Kim Phuong Dao ;
    • Sandrine Chan Moi Fat ;
    • Holly Gehringer ;
    • Liliana Laranjo

    Can personalized mobile technology change lifestyle behavior? A systematic review and meta-analysis


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Toward a Harmonized WHO Family of International Classifications Content Model

    • Samson Tu ;
    • Csongor Nyulas ;
    • Tania Tudorache ;
    • Mark A. Musen ;
    • Andrea Martinuzzi ;
    • Coen H. van Gool ;
    • Vincenzo Della Mea ;
    • Christopher G. Chute ;
    • Lucilla Frattura ;
    • Nicholas Hardiker ;
    • Huib ten Napel ;
    • Richard Madden ;
    • Ann-Helene Almborg ;
    • Jeewani Anupama Ginige ;
    • Catherine Sykes ;
    • Can Çelik ;
    • Robert Jakob

    Toward a Harmonized WHO Family of International Classifications Content Model


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    A mathematical model to predict the diagnostics periods for the secondary distant metastases in patients with ER/PR/HER2/Ki-67 subtypes of breast cancer

    • Ella Ya. Tyuryumina ;
    • Alexey Neznanov ;
    • Jacob Turumin

    A mathematical model to predict the diagnostics periods for the secondary distant metastases in patients with ER/PR/HER2/Ki-67 subtypes of breast cancer


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Screening Social Determinants of Health Using Health Information Exchange and Mobile Technology

    • Melissa S. Van Cain ;
    • Jennifer Faries ;
    • Juell Homco ;
    • Blake J. Lesselroth ;
    • David Kendrick

    Screening Social Determinants of Health Using Health Information Exchange and Mobile Technology


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    W-EHR's the "Hidden" Decision Maker? A Novel Service-Based Approach to Supervising Resident Role Attribution

    • Michael D. Wang ;
    • Benjamin I. Rosner ;
    • Jen Gong ;
    • Julia Adler-Milstein ;
    • Glenn Rosenbluth

    W-EHR's the "Hidden" Decision Maker? A Novel Service-Based Approach to Supervising Resident Role Attribution


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Accelerating Development of Learning Healthcare Systems via Distantly Supervised Knowledge Discovery

    • Andrew Wen ;
    • Sunyang Fu ;
    • Feichen Shen ;
    • Hongfang Liu

    Accelerating Development of Learning Healthcare Systems via Distantly Supervised Knowledge Discovery


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Effect of a Clinical Decision Support Alert Encouraging Prescribing of Naloxone for Patients at High Risk of Opioid Overdose

    • Adam Wright ;
    • Hayley Rector ;
    • Andrew J. Teare ;
    • Allison B. McCoy ;
    • Tyler Barrett ;
    • David A. Edwards ;
    • David E. Marcovitz ;
    • Scott D. Nelson

    Effect of a Clinical Decision Support Alert Encouraging Prescribing of Naloxone for Patients at High Risk of Opioid Overdose


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Healthcare Contacts Among Patients with Psychiatric Hospitalization Admitted Through the Emergency Department

    • Wenna Xi ;
    • Samprit Banerjee ;
    • Robert B. Penfold ;
    • Gregory E. Simon ;
    • George Alexopoulos ;
    • Jyotishman Pathak

    Healthcare Contacts Among Patients with Psychiatric Hospitalization Admitted Through the Emergency Department


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach

    • Jie Xu ;
    • Fei Wang ;
    • zhenxing xu ;
    • Prakash Adekkanattu ;
    • Pascal Brandt ;
    • Guoqian Jiang ;
    • Richard C. Kiefer ;
    • Yuan Luo ;
    • Chengsheng Mao ;
    • Jennifer A. Pacheco ;
    • Luke V. Rasmussen ;
    • Yiye Zhang ;
    • Richard Isaacson ;
    • Jyotishman Pathak

    Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Deep Learning to Detect Allergy Events from Hospital Safety Reports

    • Jie Yang ;
    • Liqin Wang ;
    • Neelam A. Phadke ;
    • Paige G. Wickner ;
    • Christian M. Mancini ;
    • Kimberly G. Blumenthal ;
    • Li Zhou

    Deep Learning to Detect Allergy Events from Hospital Safety Reports


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Understanding the rhythm of quality improvement: assessing the impact of intervention tempo in community primary care practices

    • Jiancheng Ye ;
    • Renwen Zhang ;
    • Jennifer Bannon ;
    • Ann A. Wang ;
    • Theresa L. Walunas ;
    • Abel N. Kho ;
    • Nicholas Soulakis

    Understanding the rhythm of quality improvement: assessing the impact of intervention tempo in community primary care practices


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Deciphering Serous Ovarian Carcinoma Histopathology and Platinum Response by Convolutional Neural Networks

    • Kun-Hsing Yu ;
    • Vincent Hu ;
    • Feiran Wang ;
    • Ursula Matulonis ;
    • George Mutter ;
    • Jeffrey Golden ;
    • Isaac Kohane

    Deciphering Serous Ovarian Carcinoma Histopathology and Platinum Response by Convolutional Neural Networks


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    Extracting Patient Genetic Information from Unstructured Clinical Notes

    • Yiqing Zhao ;
    • Hanzhong Yu ;
    • Luke A. Carlson ;
    • Feichen Shen ;
    • Sunyang Fu ;
    • Hongfang Liu ;
    • Chen Wang

    Extracting Patient Genetic Information from Unstructured Clinical Notes


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org