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

    A tool for rapid identification and extraction of census variables for incorporation into observational research

    • Katie S. Allen ;
    • Daniel Hood ;
    • Jeff Warvel ;
    • Jack Vanschaik

    A tool for rapid identification and extraction of census variables for incorporation into observational research

    Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support

    • Gil Alon ;
    • Elizabeth S. Chen ;
    • Guergana Savova ;
    • Carsten Eickhoff

    Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support

    Sequence-based Retrieval of Potential Targets for Off-target Toxicity in Cancer Immunotherapy

    • Dinler A. Antunes ;
    • Jayvee Abella ;
    • Alexandra Bishop ;
    • Sarah Hall-Swan ;
    • Kyle Jackson ;
    • Gregory Lizée ;
    • Lydia E. Kavraki

    Sequence-based Retrieval of Potential Targets for Off-target Toxicity in Cancer Immunotherapy

    FH Family Share— A Web-based Tool for Familial Hypercholesterolemia Cascade Testing and Knowledge Dissemination

    • Hana Bangash ;
    • Ahmed Makkawy ;
    • Justin H. Gundelach ;
    • Iftikhar J. Kullo

    FH Family Share— A Web-based Tool for Familial Hypercholesterolemia Cascade Testing and Knowledge Dissemination

    Using machine learning to predict the influence of physician communication on patient experience

    • Vitej J. Bari ;
    • Jamie S. Hirsch ;
    • Joseph Narvaez ;
    • Robert Sardinia ;
    • Kevin Bock ;
    • Michael Oppenheim ;
    • Marsha Meytlis

    Using machine learning to predict the influence of physician communication on patient experience

    Application of a Biomedical Question-Answering System to Support Reasoning on MCAT Questions

    • Chris Bizon ;
    • Karamarie Fecho ;
    • Steven Cox ;
    • James Balhoff ;
    • Yaphet Kebede ;
    • Patrick Wang ;
    • Kenny Morton ;
    • Stanley C. Ahalt ;
    • Alexander Tropsha

    Application of a Biomedical Question-Answering System to Support Reasoning on MCAT Questions

    Semi-automated Dictionary Curation of Symptoms and Events Preceding Suicide Attempts in Clinical Notes

    • Victor M. Castro ;
    • Sergey Goryachev ;
    • Vivian Gainer ;
    • Yuval Barak-Corren ;
    • Ben Reis ;
    • Matthew K. Nock ;
    • Shawn N. Murphy ;
    • Jordan W. Smoller

    Semi-automated Dictionary Curation of Symptoms and Events Preceding Suicide Attempts in Clinical Notes

    Applying a Market-Basket Analysis to Reduce Variability and Increase Coding Frequency of Procedure Codes among Surgeons

    • Marlin W. Causey ;
    • Emily A. Stone ;
    • Lee A. Zarzabal ;
    • Thomas Davis

    Applying a Market-Basket Analysis to Reduce Variability and Increase Coding Frequency of Procedure Codes among Surgeons

    Data-driven identification of drugs posing increased risk of adverse reactions to women.

    • Payal Chandak ;
    • Nicholas P. Tatonetti

    Data-driven identification of drugs posing increased risk of adverse reactions to women.

    Integration of Low-Cost Pollution Sensor Data for Neighborhood-Level Health Studies in Philadelphia

    • Colin W. Christie ;
    • Sherrie Xie ;
    • Avantika Diwadkar ;
    • Rebecca Greenblatt ;
    • Blanca E. Himes

    Integration of Low-Cost Pollution Sensor Data for Neighborhood-Level Health Studies in Philadelphia

    TranQL: A Query Language and Interactive Visualization Tool for Reasoning across Clinical and Biomedical Knowledge Graphs

    • Steven Cox ;
    • Hao Xu ;
    • Karamarie Fecho ;
    • Chris Bizon ;
    • Alexander Tropsha ;
    • Stanley C. Ahalt

    TranQL: A Query Language and Interactive Visualization Tool for Reasoning across Clinical and Biomedical Knowledge Graphs

    Implementing a COPD screening algorithm in a VA tobacco cessation clinic

    • Salvatore J. Crusco ;
    • Sritha R. Rajupet

    Implementing a COPD screening algorithm in a VA tobacco cessation clinic

    Mining Malpractice Claims to Identify Disparities between Younger and Older Adults

    • Wanting Cui ;
    • Joseph Finkelstein

    Mining Malpractice Claims to Identify Disparities between Younger and Older Adults

    MSK Perioperative Visualization Tools to Drive Operational Decision Making

    • John Cusimano ;
    • Shantha Bethusamy ;
    • Christopher Stromblad ;
    • Kristy Zhou ;
    • Marina Kerpelev ;
    • Shai Ahmed ;
    • Kathy Rowell ;
    • Daniel Benevento ;
    • Rimma Belenkaya

    MSK Perioperative Visualization Tools to Drive Operational Decision Making

    Examining Patient Portal Messages and their Association with Hormonal Therapy Medication Discontinuation

    • Sikta S. Das ;
    • Zhijun Yin

    Examining Patient Portal Messages and their Association with Hormonal Therapy Medication Discontinuation

    Doctor Shopping: Towards a National Study using Commercial Claims

    • Chris Delcher ;
    • Daniel R. Harris ;
    • Nathan Nowlin ;
    • Eugene Shin

    Doctor Shopping: Towards a National Study using Commercial Claims

    Understanding Breast Implant Illness via Social Media Data Analysis

    • Vishal Dey ;
    • Clara Lee ;
    • Xia Ning

    Understanding Breast Implant Illness via Social Media Data Analysis

    Validating Medication Triggers for Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis

    • John E. Doole ;
    • Joshua Hartman ;
    • Matvey B. Palchuk

    Validating Medication Triggers for Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis

    Exploring the Lag in Migraine Diagnoses using Unstructured Clinical Notes

    • Samah J. Fodeh ;
    • Brenda Fenton ;
    • Hamada Al-Talib ;
    • Jason Sico

    Exploring the Lag in Migraine Diagnoses using Unstructured Clinical Notes

    One-Year, Weekly Online Survey to Monitor Healthcare Visits and its Association With Walking-Speed in Older Adults.

    • Ibukun E. Fowe

    One-Year, Weekly Online Survey to Monitor Healthcare Visits and its Association With Walking-Speed in Older Adults.

    Distributed High Performance Computing for MIMIC-III: Lessons Learned Implementing MIMIC on SparkSQL

    • Travis R. Goodwin ;
    • Dina Demner-Fushman

    Distributed High Performance Computing for MIMIC-III: Lessons Learned Implementing MIMIC on SparkSQL

    PhenoNLP: Phenotype-centric Natural Language Processing on Over 200 Million Clinical Notes

    • Sergey Goryachev ;
    • Victor M. Castro ;
    • Vivian Gainer ;
    • Shawn N. Murphy

    PhenoNLP: Phenotype-centric Natural Language Processing on Over 200 Million Clinical Notes

    InfoUsion (Informatics + Transfusion Medicine): A Big Data Solution for Monitoring Blood Product Utilization Data in Near Real-Time

    • Bryan K. Guillory ;
    • Lori Silva ;
    • Brad Elkins ;
    • Danielle Sylvester ;
    • Diana Hendon ;
    • Daniel Heisler ;
    • James Sikora ;
    • Lance Williams ;
    • X. Long Zheng ;
    • Marisa B. Marques

    InfoUsion (Informatics + Transfusion Medicine): A Big Data Solution for Monitoring Blood Product Utilization Data in Near Real-Time

    Predicting Cancer Rates Based on Radon and Smoking Levels Using Machine Learning

    • Tony Gwyn ;
    • Umit Topaloglu ;
    • Wendell Futrell

    Predicting Cancer Rates Based on Radon and Smoking Levels Using Machine Learning

    Computer Psychiatric Interview Productivity and Transcription Load Effects

    • David C. Hager

    Computer Psychiatric Interview Productivity and Transcription Load Effects

    A visualized deep learning for disease progression molecular mechanistic interpretation to prostate cancer

    • Tao Han ;
    • Lijun Cheng

    A visualized deep learning for disease progression molecular mechanistic interpretation to prostate cancer

    Descriptive Analysis of Opioid Data Sharing Practices as a Network in the United States from 2012 to 2018

    • Michael A. Hansen ;
    • Kyle Palmberg ;
    • Namita Bhardwaj ;
    • James Langabeer

    Descriptive Analysis of Opioid Data Sharing Practices as a Network in the United States from 2012 to 2018

    The Association Between Asthma Exacerbations and Distance to Highways

    • Jingyi He ;
    • Benjamin Goldstein ;
    • Jillian H. Hurst ;
    • Mohsen Ghiasi Ghorveh ;
    • Angie Wu ;
    • Jason E. Lang

    The Association Between Asthma Exacerbations and Distance to Highways

    Using SemRep to Detect Adverse Drug Events in Biomedical Abstracts

    • Ting He ;
    • Kory Kreimeyer ;
    • Taxiarchis Botsis

    Using SemRep to Detect Adverse Drug Events in Biomedical Abstracts

    Evaluation of a Study Cohort Query Formulation Tool: Criteria2Query

    • Paul M. Heider ;
    • Chunhua Weng ;
    • Stephane Meystre

    Evaluation of a Study Cohort Query Formulation Tool: Criteria2Query

    A Benchmarking System to Evaluate the Effectiveness and Efficiency of Machine Learning Algorithms for Record Linkage

    • Gurudev Ilangovan ;
    • Mahin Ramezani ;
    • Hye-Chung Kum

    A Benchmarking System to Evaluate the Effectiveness and Efficiency of Machine Learning Algorithms for Record Linkage

    Clinical Phenotyping Using Semantic Knowledge Graphs

    • Ramiz Iqbal ;
    • Ken Chen ;
    • Elmer V. Bernstam

    Clinical Phenotyping Using Semantic Knowledge Graphs

    Applying User-Centered Design Methods with Usability Testing to the Iterative Improvement of Conversational, On-Demand Mobile Clinical Decision Support System for Perioperative Management

    • Jeehoon Jang

    Applying User-Centered Design Methods with Usability Testing to the Iterative Improvement of Conversational, On-Demand Mobile Clinical Decision Support System for Perioperative Management

    Association between System Usage Pattern and Impact of Web-Based Telerehabilitation in Patients with Multiple Sclerosis

    • In cheol Jeong ;
    • Jiazhen Liu ;
    • Joseph Finkelstein

    Association between System Usage Pattern and Impact of Web-Based Telerehabilitation in Patients with Multiple Sclerosis

    Predicting Trauma Inpatient Disposition through Graph Convolutional Networks

    • Peter Ju ;
    • Cheng Gao ;
    • Mayur Patel ;
    • You Chen

    Predicting Trauma Inpatient Disposition through Graph Convolutional Networks

    Defining Albumin Usage & Variation Across an Integrated Health System

    • Nicholas Jungbauer ;
    • Geetanjali Rajamani ;
    • Elizabeth A. Lindemann ;
    • Lisa Heinrich ;
    • Bhupinder Manhani ;
    • Genevieve B. Melton

    Defining Albumin Usage & Variation Across an Integrated Health System

    Examining Patient Portal Messages From the Perspective of Clinical Visits

    • Michael Kaltman ;
    • Zhijun Yin

    Examining Patient Portal Messages From the Perspective of Clinical Visits

    Deep Learning to Predict Harmful Neurological and Musculoskeletal Side Effects for Patients Receiving Long Term Opioid Treatment

    • Suranga N. Kasthurirathne ;
    • Shaun Grannis ;
    • Matthew Bair

    Deep Learning to Predict Harmful Neurological and Musculoskeletal Side Effects for Patients Receiving Long Term Opioid Treatment

    Feasibility of Executing Phenotype Algorithms Based on Clinical Quality Language against the OMOP Common Data Model

    • Richard C. Kiefer ;
    • Luke V. Rasmussen ;
    • Jennifer A. Pacheco ;
    • Pascal Brandt ;
    • Prakash Adekkanattu ;
    • Zhenxing Xu ;
    • Jessica S. Ancker ;
    • Fei Wang ;
    • Yuan Luo ;
    • Jyotishman Pathak ;
    • Guoqian Jiang

    Feasibility of Executing Phenotype Algorithms Based on Clinical Quality Language against the OMOP Common Data Model

    CrosstalkDEATHDB: a visualization platform of molecular interactions for cell death modes

    • Han Gil Kim ;
    • Venkat S. Gadepalli ;
    • Tao Han ;
    • Lijun Cheng

    CrosstalkDEATHDB: a visualization platform of molecular interactions for cell death modes

    The Effect of Serious Game on Cognitive improvement in Children with Developmental disabilities: A Randomized Clinical Trial

    • Ho Heon Kim ;
    • Jae Il An ;
    • Eun Jae Ko ;
    • Yu Rang Park

    The Effect of Serious Game on Cognitive improvement in Children with Developmental disabilities: A Randomized Clinical Trial

    Lessons learned when modeling discharge summaries using Fast Healthcare Interoperability Resources

    • Eizen Kimura ;
    • MASAHARU NAKAYAMA

    Lessons learned when modeling discharge summaries using Fast Healthcare Interoperability Resources

    Quantification of clinical variables’ effect on U-Net segmentation quality and recontour time of lung volumes

    • Kendall J. Kiser ;
    • Arko Barman ;
    • Sonja M. Stieb ;
    • Clifton D. Fuller ;
    • Luca Giancardo

    Quantification of clinical variables’ effect on U-Net segmentation quality and recontour time of lung volumes

    A Learning Data Cycle: Information Powering Prediction

    • Jeffrey G. Klann ;
    • Thomas H. McCoy ;
    • Allison Cirino ;
    • Carolyn Ho ;
    • Shawn N. Murphy

    A Learning Data Cycle: Information Powering Prediction

    A Novel Use of Bar Code Medication Administration Data to Examine Inpatient Nursing Processes

    • Melissa K. Knox ;
    • Paras D. Mehta ;
    • Lynette E. Dorsey ;
    • Christine Yang ;
    • Mark K. Kuebeler ;
    • Laura A. Petersen

    A Novel Use of Bar Code Medication Administration Data to Examine Inpatient Nursing Processes

    PRISSMM: Pragmatic Implementation of Phenomic Data Standards for Curating Outcomes of Cancer Treatment

    • Eva M. Lepisto ;
    • Kenneth L. Kehl ;
    • Michael Hassett ;
    • Deborah Schrag

    PRISSMM: Pragmatic Implementation of Phenomic Data Standards for Curating Outcomes of Cancer Treatment

    Deep learning approach to predict brain metastases development in lung cancer patients from EHR data

    • Zhao Li ;
    • Ping Zhu ;
    • Yujia Zhou ;
    • Degui Zhi ;
    • Hua Xu ;
    • Yoshua Esquenazi ;
    • W. J. Zheng

    Deep learning approach to predict brain metastases development in lung cancer patients from EHR data

    Natural Language Processing of Psychiatric Clinical Notes

    • Esther Lin ;
    • Rebecca Lin ;
    • John-Jose Nuñez ;
    • Ali Mussavi ;
    • Sinead Nugent ;
    • Raymond Ng ;
    • Ali Eslami ;
    • Elodie Portales-Casamar

    Natural Language Processing of Psychiatric Clinical Notes

    Creation of a Pharmacogenomics(PGx) Patient Portal complementary to an existing institutional Clinical Decision Support(CDS)

    • Elizabeth Lipschultz ;
    • Keith Danahey ;
    • Tien M. Truong ;
    • Emily Schierer ;
    • Kiang-Teck J. Yeo ;
    • Xander M. van Wijk ;
    • Samuel Volchenboum ;
    • Mark Ratain ;
    • Peter H. O'Donnell

    Creation of a Pharmacogenomics(PGx) Patient Portal complementary to an existing institutional Clinical Decision Support(CDS)

    Prediction of Drug Metabolism Using Graph Convolutional Neural Networks

    • Eleni E. Litsa ;
    • Nicole E. Mitchell ;
    • Lydia E. Kavraki

    Prediction of Drug Metabolism Using Graph Convolutional Neural Networks

    Evaluating Clinical Guidelines Using Regression Discontinuity Design

    • Tony Liu ;
    • Patrick Lawlor ;
    • Lyle H. Ungar ;
    • Konrad Kording

    Evaluating Clinical Guidelines Using Regression Discontinuity Design

    Bridging the divide: Leveraging the PCORnet CDM to make EHR data generally accessible for patient-centered outcome research

    • Yaxing Liu ;
    • Benjamin Goldstein

    Bridging the divide: Leveraging the PCORnet CDM to make EHR data generally accessible for patient-centered outcome research

    An Algorithm for Frailty Assessment Using the Omaha System

    • Sheng-Chieh Lu ;
    • Michelle Mathiason ;
    • Karen A. Monsen

    An Algorithm for Frailty Assessment Using the Omaha System

    Exploratory Analysis of Clinical Handoff Conversations using Natural Language Processing and Semantic Analysis

    • Xiaoteng Ma ;
    • Aditi Gupta ;
    • Joanna Abraham ;
    • Andrew Michelson ;
    • Philip Payne ;
    • Albert M. Lai

    Exploratory Analysis of Clinical Handoff Conversations using Natural Language Processing and Semantic Analysis

    Speeding IRB Reliance using SMART IRB Collaboration Systems, Derived Metrics and Responsive Improvements

    • Douglas MacFadden ;
    • Simone Biver-LeBlanc ;
    • Katherine Sao ;
    • Paul Fricker ;
    • Nichelle L. Cobb ;
    • Barbara Bierer

    Speeding IRB Reliance using SMART IRB Collaboration Systems, Derived Metrics and Responsive Improvements

    Comprehensive Integration of public omics data and metadata enable target discovery

    • Saksham Malhotra ;
    • Abhishek Jha ;
    • Shashank Jatav ;
    • Swetabh Pathak

    Comprehensive Integration of public omics data and metadata enable target discovery

    Deep Immunohistochemistry: Quantitative Analyses of Glioma Immunohistochemistry Images for Protein Expression Measurement

    • Vineet Mathew ;
    • Kun-Hsing Yu

    Deep Immunohistochemistry: Quantitative Analyses of Glioma Immunohistochemistry Images for Protein Expression Measurement

    Reorganizing Emergency Department Information Systems to Reduce Physician Cognitive Load

    • James C. McClay ;
    • Jeffrey A. Nielson ;
    • Benjamin Slovis

    Reorganizing Emergency Department Information Systems to Reduce Physician Cognitive Load

    Implementation of Artificial Intelligence-Enabled Clinical Decision Support: A Systematic Review of Clinical Outcomes

    • Jackson McNabb ;
    • Sarah Wan ;
    • Tiffani Bright ;
    • Kim M. Unertl ;
    • Shyamal D. Weeraratne ;
    • Allison Mccoy

    Implementation of Artificial Intelligence-Enabled Clinical Decision Support: A Systematic Review of Clinical Outcomes

    An Algorithm to Identify Patient Relocation Events (‘Moves’) from Electronic Health Records Data

    • Jessica Meeker ;
    • Mary Regina Boland ;
    • Heather Burris

    An Algorithm to Identify Patient Relocation Events (‘Moves’) from Electronic Health Records Data

    Bayesian Modeling to Improve Mobile Device Interactions in Older Adults

    • Asweel K. Mehaboob

    Bayesian Modeling to Improve Mobile Device Interactions in Older Adults

    Capturing medical practice with indication embeddings

    • Rachel D. Melamed

    Capturing medical practice with indication embeddings

    How Many Ways Can You Say That? Determining Linguistic Variation in Clinical Documents

    • Frank Meng ;
    • Craig Morioka ;
    • Danne C. Elbers

    How Many Ways Can You Say That? Determining Linguistic Variation in Clinical Documents

    Whole-Blood Gene Profiling of Patients Fitted with a Percutaneous Osseointegrated Lower-Limb Prosthesis

    • Andrew Miller ;
    • Sujee Jeyapalina ;
    • Brian Bennett ;
    • Karen Eilbeck ;
    • James Beck

    Whole-Blood Gene Profiling of Patients Fitted with a Percutaneous Osseointegrated Lower-Limb Prosthesis

    Characterizing Electrocardiograms of Severe Hypoglycemia using K-Means based Clustering

    • Sejal A. Mistry ;
    • Samir Abdelrahman ;
    • Danielle Groat ;
    • Ramkiran Gouripeddi ;
    • Candace Reno ;
    • Simon Fisher ;
    • Julio C. Facelli

    Characterizing Electrocardiograms of Severe Hypoglycemia using K-Means based Clustering

    A Criteria to Break Through Traditional Brick and Mortar Studies to a Patient-Centered Digitalized Approach

    • Jenna N. Morello ;
    • Davera L. Gabriel ;
    • Anita Walden

    A Criteria to Break Through Traditional Brick and Mortar Studies to a Patient-Centered Digitalized Approach

    Computer says YES- AI Predictive Model to Identify Need for Post Acute Care following inpatient admission

    • Jacqueline Naeem ;
    • Albert Karam ;
    • Shelley Chang ;
    • Manjula Julka

    Computer says YES- AI Predictive Model to Identify Need for Post Acute Care following inpatient admission

    Descriptive Analysis of an Internal Medicine Residency Recruitment Website

    • Thomas A. Nahass ;
    • Carolyn Ward ;
    • Payal Dave ;
    • James Prister ;
    • Ranita Sharma

    Descriptive Analysis of an Internal Medicine Residency Recruitment Website

    Development of an Implementation Planning Process for Patient-Reported Outcomes in a Clinical Setting

    • Therese A. Nelson ;
    • Jiang Bian ;
    • Andrew Boyd ;
    • Kristina Davis ;
    • YI GUO ;
    • bhrandon Harris ;
    • Kelly Hynes ;
    • Karl Kochendorfer ;
    • David Liebovitz ;
    • Kayla Martin ;
    • Donald Weinbrenner ;
    • Sonya White ;
    • Nan Rothrock ;
    • Annette Valenta ;
    • Justin Starren

    Development of an Implementation Planning Process for Patient-Reported Outcomes in a Clinical Setting

    Machine Learning-Aided Drug Repurposing in Diffuse Intrinsic Pontine Glioma

    • Patrick A Newbury ;
    • Guisheng Zhao ;
    • William Zeng ;
    • Catherine Lee ;
    • Ke Liu ;
    • Rama Shankar ;
    • Benjamin Glicksberg ;
    • Eugene Chekalin ;
    • Theodore Nicolaides ;
    • Bin Chen

    Machine Learning-Aided Drug Repurposing in Diffuse Intrinsic Pontine Glioma

    Retrieving mobility information in Social Security Administration clinical records: evaluation of a neural relevance tagger

    • Denis R. Newman-Griffis ;
    • Jonathan Camacho Maldonado ;
    • Pei-Shu Ho ;
    • Albert M. Lai ;
    • Eric Fosler-Lussier

    Retrieving mobility information in Social Security Administration clinical records: evaluation of a neural relevance tagger

    Inferring Cell-type-specific rhythmicity in the Mouse Circadian Transcriptome

    • Dora Obodo ;
    • Jacob Hughey

    Inferring Cell-type-specific rhythmicity in the Mouse Circadian Transcriptome

    A Translational Bioinformatics Workflow for Rapid Target and Therapeutic Discovery in the Setting of Infectious Diseases

    • Waleed Osman ;
    • Shabeeb Kannattikuni ;
    • Romy Roy ;
    • Kipp W. Johnson ;
    • Benjamin S. Glicksberg ;
    • Anoop V ;
    • Oommen mathew ;
    • Lakshminarayanan Subramanian ;
    • Ben Readhead ;
    • Joel Dudley ;
    • Shameer Khader

    A Translational Bioinformatics Workflow for Rapid Target and Therapeutic Discovery in the Setting of Infectious Diseases

    EHR Phenotyping for Determining Patient Follow-up on Genetic Variants

    • Jennifer A. Pacheco ;
    • Laura J. Rasmussen-Torvik ;
    • Adam S. Gordon ;
    • Tess D. Pottinger ;
    • Megan J. Puckelwartz ;
    • Christin Hoell ;
    • Beth Wilmot ;
    • Michael Mooney

    EHR Phenotyping for Determining Patient Follow-up on Genetic Variants

    PhenX Common Measures for Collaborative Research: New Development

    • Huaqin Pan ;
    • Jennifer Beverly ;
    • Lisa Cox ;
    • Stephen W. Edwards ;
    • Lauren Gridley ;
    • Virginia Hench ;
    • Tabitha P. Hendershot ;
    • Wayne Huggins ;
    • Stephen Hwang ;
    • Cataia Ives ;
    • Michelle Krzyzanowski ;
    • Meisha Mandal ;
    • Deborah R. Maiese ;
    • Michael Phillips ;
    • Ying Qin ;
    • Amanda Riley ;
    • Jennifer Schoden ;
    • Natalie Pino ;
    • Erin Ramos ;
    • Carol M. Hamilton

    PhenX Common Measures for Collaborative Research: New Development

    Longitudinal Prostate Cancer Outcome Predictive Model for CRPC Treatment Using Phased-LSTM

    • Jihwan Park ;
    • Mi Jung Rho ;
    • Ji Youl Lee

    Longitudinal Prostate Cancer Outcome Predictive Model for CRPC Treatment Using Phased-LSTM

    Initial Patient Feedback on a Digitally Driven Radiology Navigation Project to Provide Pre-test Information

    • Shrawan Patel ;
    • James Sheehan ;
    • Shashank Garg ;
    • Sarthak Kakkar ;
    • Mary Ellen Pappas ;
    • Gary Biasucci ;
    • Andy Pfau ;
    • Matthew Zawalich ;
    • David Facchini ;
    • Cera Jaffe ;
    • Ashish Atreja ;
    • Melody Burgo ;
    • Natalie Bishop ;
    • Jay Pahade

    Initial Patient Feedback on a Digitally Driven Radiology Navigation Project to Provide Pre-test Information

    StrokeTraker™: realtime stroke protocol monitoring and CDS

    • Marius Petruc ;
    • Mihail Popescu

    StrokeTraker™: realtime stroke protocol monitoring and CDS

    Enhancing Electronic Health Records with Tumor Registry Data

    • Emily R. Pfaff ;
    • Ashok K. Krishnamurthy ;
    • Christopher Baggett ;
    • Timothy S. Carey

    Enhancing Electronic Health Records with Tumor Registry Data

    Minimizing Resource Inputs for Site-Specific Usability Testing

    • Robert P. Pierce ;
    • Bernie Eskridge ;
    • LeAnn Rehard ;
    • Brandi Ross ;
    • Margaret Day ;
    • Jeff Belden

    Minimizing Resource Inputs for Site-Specific Usability Testing

    Pharmacological Information Needs Expressed Through a Natural Language Conversational Agent

    • Anita M. Preininger ;
    • Adam Buchold ;
    • Jeff Heiland ;
    • Rex Nipper ;
    • Gretchen P. Jackson

    Pharmacological Information Needs Expressed Through a Natural Language Conversational Agent

    Associations Linking Progressive Hearing Loss to Patient Diagnostic Data

    • Jordan M. Racca ;
    • Linda Hood ;
    • Bryan Crenshaw

    Associations Linking Progressive Hearing Loss to Patient Diagnostic Data

    Effect of Different Input Terminology Representation in Predictive Modeling

    • Laila Rasmy ;
    • Firat Tiryaki ;
    • Yujia Zhou ;
    • Yang Xiang ;
    • Cui Tao ;
    • Hua Xu ;
    • Degui Zhi

    Effect of Different Input Terminology Representation in Predictive Modeling

    HL7 FHIR Document Lifecycle for Single IRB Document Exchange

    • Michael W. Rutherford ;
    • Anita Walden ;
    • William E. Hammond ;
    • Eric L. Eisenstein ;
    • Vivian L. West ;
    • Katrina Donovan ;
    • Emel Seker ;
    • Sunitha Kenchey ;
    • Meredith N. Zozus

    HL7 FHIR Document Lifecycle for Single IRB Document Exchange

    An empirical investigation of factors driving lactate levels in sepsis patients using machine learning methods

    • Saraswathi Sathees ;
    • Shamsudheen Marakkar ;
    • Ramya Vunikili ;
    • Shabeeb Kannattikuni ;
    • Kipp W. Johnson ;
    • Benjamin S. Glicksberg ;
    • Joseph Scarpa ;
    • Anoop V ;
    • Oommen mathew ;
    • Lakshminarayanan Subramanian ;
    • Joel Dudley ;
    • Shameer Khader

    An empirical investigation of factors driving lactate levels in sepsis patients using machine learning methods

    Usability Evaluation of the mLab App for Improving HIV Testing Behaviors in High-Risk Young Men

    • Rebecca Schnall ;
    • Thomas Scherr ;
    • Lisa Kuhns ;
    • Gabriella Flynn ;
    • Nathanael Nash ;
    • Brady Bushover ;
    • Robert Garofalo

    Usability Evaluation of the mLab App for Improving HIV Testing Behaviors in High-Risk Young Men

    Nurse Use of Vital Sign Flowsheet Comments: Shared or Individual Practice?

    • Jessica Schwartz ;
    • Chris Knaplund ;
    • Sarah C. Rossetti ;
    • Min J. Kang ;
    • Patricia C. Dykes ;
    • Zfania Tom Korach ;
    • Kumiko O. Schnock ;
    • Li Zhou ;
    • Kenrick D. Cato

    Nurse Use of Vital Sign Flowsheet Comments: Shared or Individual Practice?

    Terminology for Classification of Recruitment Materials in Clinical Studies towards FHIR-based Exchange

    • Emel Seker ;
    • Sunitha Kenchey ;
    • Anita Walden ;
    • William E. Hammond ;
    • Michael W. Rutherford ;
    • Eric L. Eisenstein ;
    • Vivian L. West ;
    • Katrina Donovan ;
    • Meredith N. Zozus

    Terminology for Classification of Recruitment Materials in Clinical Studies towards FHIR-based Exchange

    Enhancing the Ontological Representation of Cancer Cells Based on Analysis of AML Patient Data

    • Lucas M. Serra ;
    • Alexander D. Diehl ;
    • William Duncan

    Enhancing the Ontological Representation of Cancer Cells Based on Analysis of AML Patient Data

    Evaluation of Early Warning Scores for Sepsis Prediction on the General Ward

    • Nirmala Shivakumar ;
    • Sean C. Yu ;
    • Andrew Michelson ;
    • Aditi Gupta ;
    • Kevin Betthauser ;
    • Marin H. Kollef ;
    • Albert M. Lai ;
    • Philip Payne

    Evaluation of Early Warning Scores for Sepsis Prediction on the General Ward

    Opioid-related Adverse Effects for Concurrent Opioid and Stimulant Usage

    • Anisha Singh ;
    • Sarah Mullin ;
    • Hannah Zimmerman ;
    • Peter L. Elkin

    Opioid-related Adverse Effects for Concurrent Opioid and Stimulant Usage

    Using Natural Language Processing to Identify Vulnerable Patients with Psychosocial Needs

    • Sumeet Singh ;
    • Nidhi Pai ;
    • Christie Pizzimenti ;
    • Ana Quinones ;
    • David Dorr

    Using Natural Language Processing to Identify Vulnerable Patients with Psychosocial Needs

    Ontological Analysis of MS Patient-Reported Affective Outcomes Versus Motor Functioning

    • Mackenzie T. Smith ;
    • Lauren M. Wishnie ;
    • William Duncan ;
    • Mark P. Jensen ;
    • Alexander D. Diehl

    Ontological Analysis of MS Patient-Reported Affective Outcomes Versus Motor Functioning

    How Good is Artificial Intelligence at Automatically Answering Consumer Questions Related to Alzheimer’s Disease?

    • Krishna B. Soundararajan ;
    • Sunyang Fu ;
    • Luke A. Carlson ;
    • Rebecca Smith ;
    • David S. Knopman ;
    • Hongfang Liu ;
    • Yanshan Wang

    How Good is Artificial Intelligence at Automatically Answering Consumer Questions Related to Alzheimer’s Disease?

    WikiMedMap: Expanding the Phenotyping Mapping Toolbox Using Wikipedia

    • Lina Sulieman ;
    • Patrick Wu ;
    • Joshua C. Denny ;
    • Lisa Bastarache

    WikiMedMap: Expanding the Phenotyping Mapping Toolbox Using Wikipedia

    Classification of nurse's innovation ability: application of latent profile analysis

    • JIWEN SUN

    Classification of nurse's innovation ability: application of latent profile analysis

    Application of Machine Learning in ICU: A Systematic Review

    • MAHANAZUDDIN SYED ;
    • Hafsa Bareen Syeda ;
    • Fred W. Prior ;
    • Meredith N. Zozus ;
    • shorabuddin syed

    Application of Machine Learning in ICU: A Systematic Review

    Deep learning computational vision to autonomous localization of knee joint space in plain radiographs

    • Ahmad P. Tafti ;
    • Krishna Bairavi Soundararajan ;
    • Shi Yan ;
    • Sunghwan Sohn ;
    • Hongfang Liu ;
    • Walter K. Kremers ;
    • David G. Lewallen ;
    • Michael J. Taunton ;
    • Hilal Maradit Kremers

    Deep learning computational vision to autonomous localization of knee joint space in plain radiographs

    CTD: A Novel Method that "Connects the Dots" Within a Network by Identifying the Optimally Connected Subgraph Within a Larger Subgraph

    • Lillian R. Thistlethwaite ;
    • Varduhi Petrosyan ;
    • Sarah H. Elsea ;
    • Aleksandar Milosavljevic

    CTD: A Novel Method that "Connects the Dots" Within a Network by Identifying the Optimally Connected Subgraph Within a Larger Subgraph

    Data Driven Approach to Improve Inpatient Diabetes Care

    • Chao-Wei Tsai ;
    • Victor Garcia ;
    • Mary Saltz ;
    • Veena Lingam ;
    • Robert Rocconi ;
    • Paul Murphy ;
    • Danielle Kelly ;
    • Janos Hajagos ;
    • Joel Saltz ;
    • Joshua Miller

    Data Driven Approach to Improve Inpatient Diabetes Care

    Performance of an e-Trigger to Detect Missed Stroke Diagnosis In Patients with Headache or Dizziness Symptoms in Emergency Department

    • Viralkumar Vaghani ;
    • Li Wei ;
    • Umair Mushtaq ;
    • Andrew Zimolzak ;
    • Dean F. Sittig ;
    • Hardeep Singh

    Performance of an e-Trigger to Detect Missed Stroke Diagnosis In Patients with Headache or Dizziness Symptoms in Emergency Department

    “Using single nucleotide variants co-clustering distances in multi-sample data as a phylogenetic distance”

    • Carlos C. Vera Recio

    “Using single nucleotide variants co-clustering distances in multi-sample data as a phylogenetic distance”

    Cloud services for patient cohort identification using I2b2

    • Kavishwar B. Wagholikar ;
    • Shreekanth Joshi ;
    • Vishal Pai Vernekar ;
    • yuri Ostrovsky ;
    • somnath desai ;
    • Pooja Magdum ;
    • Sachin Wakle ;
    • Sheetal Jain ;
    • Akshay Zagade ;
    • Rahul Patel ;
    • Shawn N. Murphy

    Cloud services for patient cohort identification using I2b2

    A simplified model of electronic health records for facilitating import into the Informatics for Integrating Biology and the Bedside platform

    • Kavishwar B. Wagholikar ;
    • Vishal Pai Vernekar ;
    • Akshay Zagade ;
    • yuri Ostrovsky ;
    • Nikhil Bapat ;
    • Rupendra Chulyadyo ;
    • Jeffrey G. Klann ;
    • Michael Mendis ;
    • Vivian Gainer ;
    • Christopher D. Herrick ;
    • Rahul Patel ;
    • Shawn N. Murphy

    A simplified model of electronic health records for facilitating import into the Informatics for Integrating Biology and the Bedside platform

    Patient-perceived Barriers and Facilitators of Using Remote Health Technology to Manage Diabetes and Cardiovascular Disease in Underserved Adult Populations: A Systematic Review

    • Nikita Sandeep Wagle ;
    • Jordan Schueler ;
    • Solangia Engler ;
    • Hye-Chung Kum ;
    • Shereece Fields

    Patient-perceived Barriers and Facilitators of Using Remote Health Technology to Manage Diabetes and Cardiovascular Disease in Underserved Adult Populations: A Systematic Review

    Barriers and Facilitators to Adoption of Artificial Intelligence-Based Clinical Decision Support: Preliminary Findings of a Systematic Review

    • Sarah Wan ;
    • Jackson McNabb ;
    • Tiffani Bright ;
    • Kim M. Unertl ;
    • Shyamal D. Weeraratne ;
    • Allison Mccoy

    Barriers and Facilitators to Adoption of Artificial Intelligence-Based Clinical Decision Support: Preliminary Findings of a Systematic Review

    Application of Rule-Based Data Quality Monitoring for Secondary Use of Healthcare Data

    • Zanh Wang ;
    • Meredith N. Zozus

    Application of Rule-Based Data Quality Monitoring for Secondary Use of Healthcare Data

    Improving Species Recognition for Gene Normalization

    • Chih-Hsuan Wei ;
    • Zhiyong Lu

    Improving Species Recognition for Gene Normalization

    Risk of Falls and Non-Vitamin K Antagonist Oral Anticoagulant (NOAC) Therapy in Elderly Patients with Atrial Fibrillation

    • Wenfei Wei ;
    • Adam Brown

    Risk of Falls and Non-Vitamin K Antagonist Oral Anticoagulant (NOAC) Therapy in Elderly Patients with Atrial Fibrillation

    Towards a Learning Health System: Incorporating Research into Clinical Care Using the EHR Patient Portal for Research Data Collection

    • Tamara J. Winden ;
    • Patrick H. Davis ;
    • Matthew Grove ;
    • Sean Swindler ;
    • Brenda Salley ;
    • Russ Waitman ;
    • Rene Jamison

    Towards a Learning Health System: Incorporating Research into Clinical Care Using the EHR Patient Portal for Research Data Collection

    Challenges and Opportunities for Data Standards to Support Rare Diseases

    • Elizabeth A. Wood ;
    • Thomas R. Campion ;
    • Sameer Malhotra ;
    • Jyotishman Pathak

    Challenges and Opportunities for Data Standards to Support Rare Diseases

    AutoScore: An Automatic Clinical Score Generator with Logistic Regression and Machine Learning

    • Feng Xie ;
    • Bibhas Chakraborty ;
    • Lian Leng Low ;
    • Marcus Eng Hock Ong ;
    • Nan Liu

    AutoScore: An Automatic Clinical Score Generator with Logistic Regression and Machine Learning

    Charting Cancer Pharmacological Dependency

    • Jing Xing ;
    • Ke Liu ;
    • Rama Shankar ;
    • Shreya Paithankar ;
    • Bin Chen

    Charting Cancer Pharmacological Dependency

    An Interpretable Deep Learning Framework for Disease Staging

    • Liuyi Yao ;
    • Zijun Yao ;
    • Jianying Hu ;
    • Zhaonan Sun

    An Interpretable Deep Learning Framework for Disease Staging

    Making Cerner Clinical Data Analysis Ready using OMOP Common Data Model and i2b2 for OMOP

    • Ella Young ;
    • Peng Wang

    Making Cerner Clinical Data Analysis Ready using OMOP Common Data Model and i2b2 for OMOP

    Drug Interaction Corpus

    • Shijun Zhang ;
    • Heng-Yi Wu ;
    • Luis M. Rocha ;
    • Hagit Shatkay ;
    • Lang Li

    Drug Interaction Corpus

    Process in Statin-induced Myopathy: A Multistate Model

    • Yuxi Zhu ;
    • Lang Li

    Process in Statin-induced Myopathy: A Multistate Model

    Develop a Corpus for Immunotherapy-related Adverse Events from Clinical Notes in the Electronic Medical Records

    • Md Muntasir Zitu ;
    • Shijun Zhang ;
    • Dwight Owen ;
    • ChienWei Chiang ;
    • Lang Li

    Develop a Corpus for Immunotherapy-related Adverse Events from Clinical Notes in the Electronic Medical Records