A Comparison of Exhaustive and Non-lattice-based Methods for Auditing Hierarchical Relations in Gene Ontology

Detecting Fine-Grained Emotions on Social Media during major Disease Outbreaks: Health and Well-being before and during the COVID-19 Pandemic

Expressing and Executing Informed Consent Permissions using SWRL: The All of Us Use Case

Children's Designs for the Future of Telehealth

A Framework for Inferring Epidemiological Model Parameters using Bayesian Nonparametrics

Comparing Older and Younger Adults Perceptions of Voice and Text-based Search for Consumer Health Information Tasks

Controversial Trials First: Identifying Disagreement Between Clinical Guidelines and New Evidence

Bias Assessment and Correction in Machine Learning Algorithms: A Use-Case in a Natural Language Processing Algorithm to Identify Hospitalized Patients with Unhealthy Alcohol Use

Older adults’ personal health information management: The role and perspective of various healthcare providers

Using Machine Learning to Support Transfer of Best Practices in Healthcare

Broken down by bias: Healthcare biases experienced by BIPOC and LGBTQ+ patients

Unpacking the Drop in COVID-19 Case Fatality Rates: A Study of National and Florida Line-Level Data

Transitions of Care: Completeness of the Interoperability Data Standard for Communication from Home Health Care to Primary Care

Consolidated Environmental and Social Data Facilitates Neighborhood-Level Health Studies in Philadelphia

Racial Disparity in Clinical Alert Overrides

Data-Driven Sequential Uptake Pattern Discovery for Family Planning Studies

State of the Art Causal Inference in the Presence of Extraneous Covariates: A Simulation Study

Vaping at the VA: Developing an Annotated Corpus of Electronic Cigarette Mentions in Clinical Notes at the Department of Veterans Affairs

Testing of a Risk-Standardized Complication Rate Electronic Clinical Quality Measure (eCQM) for Total Hip and/or Total Knee Arthroplasty

Mapping the Read2/CTV3 controlled clinical terminologies to Phecodes in UK Biobank primary care electronic health records: implementation and evaluation.

Golden opportunities for clinical decision support in an era of team-based medical care

Impact of Clinical and Genomic Factors on COVID-19 Disease Severity

Developing a Data Quality Standard Primer for Cardiovascular Risk Assessment from Electronic Health Record Data Using the DataGauge Process

Technology to Support Collaborative Dissemination of Research with Alaska Native Communities

Development of four electronic clinical quality measures (eCQMs) for use in the Merit-based Incentive Payment System (MIPS) following elective primary total hip and knee arthroplasty

Clinical Note Section Detection Using a Hidden Markov Model of Unified Medical Language System Semantic Types

Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology

Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python

A Machine Learning Pipeline for Accurate COVID-19 Health Outcome Prediction using Longitudinal Electronic Health Records

Chart Completion Time of Attending Physicians While Using Medical Scribes

Parsing Immune Correlates of Protection Against SARS-CoV-2 from Biomedical Literature

Identifying Opioid Use Disorder from Longitudinal Healthcare Data using a Multi-stream Transformer

Outcome Prediction from Behaviour Change Intervention Evaluations using a Combination of Node and Word Embedding

Impact of COVID-19 Pandemic on Emergency Department Visits: A Regional Case Study of Informatics Challenges and Opportunities

Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS

Simulating Screening for Risk of Childhood Diabetes: The Collaborative Open Outcomes tooL (COOL)

On the explainability of hospitalization prediction on a large COVID-19 patient dataset

Weak Supervision for Affordable Modeling of Electrocardiogram Data

Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays

A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data

A Proposed Patient-Inclusive Methodology for Developing and Validating Telehealth Surveys that Include Social Determinants of Health

Semantic Expansion of Clinician Generated Data Preferences for Automatic Patient Data Summarization

Learning Predictive and Interpretable Timeseries Summaries from ICU Data

Unsupervised characterization of Major Depressive Disorder medication treatment pathways

Gene-Based Analysis Reveals Sex-Specific Genetic Risk Factors of COPD

Automated Mapping of Real-world Oncology Laboratory Data to LOINC

Human Factors Considerations in Transitions in Care Clinical Decision Support System Implementation Studies

Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports

Machine Learning Predictability of Clinical Next Generation Sequencing for Hematologic Malignancies to Guide High-Value Precision Medicine

Predicting Motor Responsiveness to Deep Brain Stimulation with Machine Learning

Trust and credibility of information sources related to COVID-19 among high-risk ethnically diverse adults at the onset of the New York City outbreak: A cross-sectional survey conducted via a community health portal

Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation

Hybrid Ensemble-Rule Algorithm for Improved MEDLINE® Sentence Boundary Detection.

Strategies for Disease Containment: A Biological-Behavioral-Intervention Computational Informatics Framework

Incidence and Impact of Missing Functional Elements on Information Comprehension using Audio and Text

Teaching Medical Students Health Care Failure Mode and Effect Analysis: A Case Study of Inpatient Pain Management Computerized Decision Support

Validation of Real-World Data-based Endpoint Measures of Cancer Treatment Outcomes

Integrating Multimodal Electronic Health Records for Diagnosis Prediction

Testing of a Risk-Standardized Major Bleeding and Venous Thromboembolism Electronic Clinical Quality Measure for Elective Total Hip and/or Knee Arthroplasties

Identifying Sleep-Related Factors Associated with Cognitive Function in a Hispanics/Latinos Cohort: A Dual Random Forest Approach

Imputing Longitudinal Growth Data in International Pediatric Studies: Does CDC Reference Suffice?

Reducing Physicians’ Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic Record

Extraction of Active Medications and Adherence Using Natural Language Processing for Glaucoma Patients

Development and Evaluation of an Automated Approach to Detect Weight Abnormalities in Pediatric Weight Charts

De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based Clustering

Application of the i-PARIHS framework in the implementation of speech recognition technology as a way of addressing documentation burden within a mental health context

Understanding Heart-Failure Patients EHR Clinical Features via SHAP Interpretation of Tree-Based Machine Learning Model Predictions

Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework

Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives

Extraction of Electronic Health Record Data using Fast Healthcare Interoperability Resources for Automated Breast Cancer Risk Assessment

On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer

Word Embedding and Clustering for Patient-Centered Redesign of Appointment Scheduling in Ambulatory Care Settings

Agile Implementation of Innovative End to End Technical Solutions for Respiratory Testing in the COVID-19 Pandemic

Towards more patient friendly clinical notes through language models and ontologies

First-line drug resistance profiling of Mycobacterium tuberculosis: a machine learning approach

Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury

Semantic Search for Large Scale Clinical Ontologies

Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases

Predictive and Causal Analysis of No-Shows for Medical Exams During COVID-19: A Case Study of Breast Imaging in a Nationwide Israeli Health Organization

Discovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health Data

Implementation matters: How patient experiences differ when genetic counseling accompanies the return of genetic variants of uncertain significance

Creation of a Mapped, Machine-Readable Taxonomy to Facilitate Extraction of Social Determinants of Health Data from Electronic Health Records

Characterization of Electronic Health Record Documentation Shortcuts: Does the use of dotphrases increase efficiency in the Emergency Department?

Feasibility of Mobile and Sensor Technology for Remote Monitoring in Cancer Care and Prevention

Extracting Patient-level Social Determinants of Health into the OMOP Common Data Model

Cognitive Function Characterization Using Electronic Health Records Notes

NetworkSIR and EnvironmentalSIR: Effective, Open-Source Epidemic Modeling in the Absence of Data

Epilepsy-Connect: An Integrated Knowledgebase for Characterizing Alterations in Consciousness State of Pharmacoresistant Epilepsy Patients

Investigating Health Information Technology Usage by Sociodemographic Subpopulations to Increase Community Engagement in Healthcare: An Analysis of the Health Information National Trends Survey

DL4Burn: Burn Surgical Candidacy Prediction using Multimodal Deep Learning

Development of an Online Contraceptive Decision Aid for College Women

Comparing Scribed and Non-scribed Outpatient Progress Notes

Design of digital walking programs that engage prostate cancer survivors: Needs and preferences from focus groups

A Fusion NLP Model for the Inference of Standardized Thyroid Nodule Malignancy Scores from Radiology Report Text

Predictors of Retention for Community-Based Telehealth Programs: A Study of the Telehealth Intervention Program for Seniors (TIPS)

Cross-Vendor CT Image Data Harmonization Using CVH-CT

Comparing Deep Learning and Conventional Machine Learning Models for Predicting Mental Illness from History of Present Illness Notations

BlockIoT: Blockchain-based Health Data Integration using IoT Devices

Prediction of Resuscitation for Pediatric Sepsis from Data Available at Triage

Assessing the Readability of App Descriptions and Investigating its Role in the Choice of mHealth Apps: Retrospective and Prospective Analyses

The Addition of United States Census-Tract Data Does Not Improve the Prediction of Substance Misuse

Increased Clinician Time Using Electronic Health Records During COVID-19 Pandemicx

Healthy Lifestyle and Mood: A Biomedical Informatics Citizen Science Project in a High School Classroom

A Practical Approach for Monitoring the Use of Copy-Paste in Clinical Notes

Enhancing the IDEAS Framework with Ontology: Designing Digital Interventions for Improving Cancer Patients' Wellbeing

Creating a Home for Genomic Data in the Electronic Health Record

Axes of Prognosis: Identifying Subtypes of COVID-19 Outcomes

Design and development of an informatics-driven implementation research framework for primary care studies

Characterizing Brain Signals for Epileptic Pre-ictal Signal Classification

A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models

Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in Adults

Characterizing Brain Network Dynamics using Persistent Homology in Patients with Refractory Epilepsy

User Needs and Challenges in Information Sharing between Pre-Hospital and Hospital Emergency Care Providers

Data and Model Biases in Social Media Analyses: A Case Study of COVID-19 Tweets

Towards Digestible Digital Health Solutions: Application of a Health Literacy Inclusive Development Framework for Peripartum Depression Management