Program Schedule

WISH 2020 - Workgroup on Interactive Systems in Healthcare

Speaker(s):

Terika McCall Bradley Iott Emma Dixon Tera Reynolds Tamara Zubatiy Karalyn Kiessling Rupa Valdez Christina Harrington Nurul Suahimi Elena Agapie Aqueasha Martin-Hammond Alicia Williamson Ashley Walker Herman Taylor Herman Saksono Enid Montague Alec Theisz Erin Beneteau Clair Kronk Megan Threats

Clinical Decision Support System (CDSS) to Minimize Medication Costs for Patients: What Providers Want Karalyn Kiessling

Ensuring Full Participation of People with Disabilities in an Era of Telehealth Rupa Valdez

Examining Dimensions of Identity within Health-Related Technology Research for Aging Populations Christina Harrington

Examining Older Adults’ Information Exposure, Wellbeing, and Adherence to Protective Measures During the COVID-19 Pandemic Nurul Suahimi

Experiences of Patients Who Use Eye Control to Access Patient Portals Erin Beneteau

HarborBot: A Chatbot for Social Needs Screening Elena Agapie

Identifying Opportunities for Mobile Technology to Support a Culturally Relevant Community-Based Heart Health Program Aqueasha Martin-Hammond

Intermediary practices for low-income telehealth users in the COVID-19 era Alicia Williamson

Navigating Power and the Challenges of Developing Effective Sociotechnical Solutions for Collaboration to Address the Rise and Racial Gap in Maternal Mortality in the US Ashley Walker

Preventing Cardiovascular Disease Among Urban African Americans With a Mobile Health App (the MOYO App): Protocol for a Usability Study Herman Taylor

Research Highlight: Development of the Gender, Sex, and Sexual Orientation ontology: Evaluation and workflow Clair Kronk

Storywell: Designing for Family Fitness App Motivation by Using Social Rewards and Reflection Herman Saksono

The Need for Sociotechnical Health System Models that Acknowledge Multiple Forms of Racism Enid Montague

Transportation Practices of People Living with HIV in Rural Areas Alec Theisz

User-Centered Recommendations for the Development of a Mental Health Application to Help African American Women Manage Anxiety and Depression Terika McCall Megan Threats

Using Conversational Agents to Provide Social Presence for Older Adults with Mild Cognitive Impairment (MCI) and their Care Partners Tamara Zubatiy

Using geocoded social media data to assess physical activity levels of communities: a study of Twitter users from Metropolitan Detroit Bradley Iott

Utilizing a Participatory Action Research Method to Investigate the Trustworthiness of Online Dementia Health Information Emma Dixon

Who’s Left Behind by Smartphone-based Personal Health Records? Tera Reynolds

WISH Poster: Addressing the Need for Remote Patient Monitoring Applications in Appalachian Areas Alyssa Donawa

WISH Poster: Applying Equity Theory to Inform the Usability Evaluation of a Tablet-based Dialysis Patient Intervention to Prevent Intradialytic Hypotension Matthew Willis

WISH Poster: Examining the Relationship Between Health, Weather, and Information to Reduce Health Inequities Yasemin Akdas

WISH Poster: Exploring Access to and Use of Pre- and Post-natal Care Information, Services and Technology in Ilorin, Nigeria Akolade Asipade

WISH Poster: Exploring Values in Technology-Supported Collaborative Results Dissemination: An Alaska Native Health Research Inquiry Lisa Dirks

WISH Poster: IBM-Watson Health Design Justice Initiative: Addressing Racial Health Disparities with Industry Digital Health Products Andrea Barbarin

WISH Poster: My Healthcare System Helped Me Connect to Broadband Jessica Ruff

WISH Poster: Neurological assessments without clinical supervision for a rare disease Vineet Pandey

WISH Poster: Patients’ perspectives on implicit bias in clinical interactions with healthcare providers Regina Casanova-Perez

WISH Poster: Representativeness of Participants of Clinical Trials of Chronic Conditions: Comparison with a Large Observational Dataset of Patients Being Seen for Long-Term Care Ilia Rattsev

WISH Poster: Seeing Beyond Patient-Centeredness: Searching for a Signal of Bias and Empathy in Patient-Provider Interaction Steven Rick

WISH Poster: Shared Understanding in Care Coordination for Children’s Behavioral Health Olivia Richards

WISH Poster: The Case for Point-of-Care Diagnostics to Improve Healthcare Access Within the LGBTQIA+ Community E. Celeste Welch

WISH Poster: Understanding Healthcare-Focused Human Trafficking Interventions in the Greater Nashville Area to Inform Future Protocols and Tools Michelle Gomez

WISH Poster: What might WISH gain from de-centering interactive systems? Andrew Berry

W11: FHIR-Shaping Workshop: Developing an Evidence Resource to Make Research Findings Computable

Speaker(s):

Khalid Shahin Maria Michaels Bryn Rhodes Lisa Schilling

W12: Clinical Decision Support: Metrics, Efficacy, and Alert Burden Reduction

Speaker(s):

Richard Schreiber Adam Wright Allison McCoy Dean Sittig Michael Grasso

W13: Practicing Deep Learning in Clinical Natural Language Processing

Speaker(s):

Hua Xu Hannah Eyre Olga Patterson

S10: Oral Presentations - Learning from Notes and Lists

Speaker(s):

Tiago Colicchio Ying-Chih Lo Danielle Mowery Yiqing Zhao Daniel Harris

The anatomy of clinical documentation: an assessment and classification of narrative note sections format and content Tiago Colicchio

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

A Preliminary Characterization of Canonicalized and Non-Canonicalized Section Headers Across Variable Clinical Note Types Danielle Mowery

Extracting Patient Genetic Information from Unstructured Clinical Notes Yiqing Zhao

Improving the Utility of Tobacco-Related Problem List Entries Using Natural Language Processing Daniel Harris

S12: Panel - Global research consortia and data harmonization projects drive the clinical interpretation of cancers

Speaker(s):

Subha Madhavan Ratna Thangudu Justin Guinney Melissa Haendel Alex Wagner

S05: Oral Presentations - Imaging Informatics

Speaker(s):

md selim Joy Wu Aaron Coyner Qingyu Chen Tanveer Syeda-Mahmood

AI Accelerated Human-in-the-loop Structuring of Radiology Reports Joy Wu

Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity Aaron Coyner

STAN-CT: Standardizing CT Image using Generative Adversarial Networks md selim

Detection of reticular pseudodrusen using deep learning Qingyu Chen

Extracting and Learning Fine-grained Labels from Chest Radiographs Tanveer Syeda-Mahmood

S09: Oral Presentations - Societal Issues in Informatics

Speaker(s):

Robert Bradford Bradley Iott Mary Regina Boland Yan Zhuang Shaun Grannis

Utilizing Encrypted Hashes to Link Patient Cohorts via Streamlined SAS Programs Robert Bradford

More than a Database: Understanding Community Resource Referrals within a Socio-Technical Systems Framework Bradley Iott

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

Development of A Blockchain Framework for Virtual Clinical Trials Yan Zhuang

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

IPS01: COVID-19 – The Challenge, the Response, and Insights into the Future of Healthcare (Sponsored by IBM)

Speaker(s):

John Harrington Gretchen Purcell Jackson Jianying Hu Jorge Rodriguez Patricia Brennan Rafael Carbunaru Alessandro Vespignani Aaron Morris

S111: Oral Presentations - Wearables, Recordings, and Agents

Speaker(s):

Vibha Anand Michelle Holko Maria Gabrani Michael Zhang Ashley Griffin

Towards motor evaluation of Parkinson’s Disease Patients using wearable inertial sensors Vibha Anand

Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video Recordings Maria Gabrani

Conversational Agents for Chronic Disease Self-Management: A Systematic Review Ashley Griffin

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

Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery Michael Zhang

IPS05: Synthetic Data: The Future of Data-driven Medicine (Sponsored by MDClone)

Speaker(s):

Jon Morrow Philip Payne Peter Embi Josh Rubel Ben Gross

S13: Panel - Data-Driven Approaches for Improving Clinical Decision Support Across Multiple Healthcare Organizations

Speaker(s):

Allison McCoy David Rubins Sayon Dutta Marc Tobias Adam Wright

S14: Panel - Designing a window into the ’black box'': User-centered design for improving interpretability of predictive models

Speaker(s):

Meghan Reading Turchioe Kelly Taylor Natalie Benda Lisa Grossman Liu Fei Wang Kristen Miller

S15: Panel - De-Identification of Clinical Text: Stakeholders’ Perspectives and Acceptance of Automatic De-Identification

Speaker(s):

Stéphane Meystre Valentina Petkov Jonathan Silverstein Guergana Savova Bradley Malin

S16: Panel - Evidence-based Work-Life Balance Needs and Suggested Solutions from Career Lifecycle, Gender and Ethnicity, and Managerial Perspectives

Speaker(s):

Sarah Collins Rossetti Donghua Tao Deepti Pandita Jiajie Zhang Li Zhou

S17: Systems Demonstrations - Interoperability

Speaker(s):

Andrew Geller Raheel Sayeed Fuchiang (Rich) Tsui

SEADRAGON – A Web-Based System of Surveillance Estimates Attributed to Drug-Related Adverse Events Generated Online Andrew Geller

SMART Markers: A SMART on FHIR Framework to Standardize Collection of Patient Generated Health Data Raheel Sayeed

Design and deployment of a real-time AI-based telehealth system for deterioration prediction of critical-care patients in a large children’s hospital Fuchiang (Rich) Tsui

S18: Oral Presentations - Snow White and 7 Genomes

Speaker(s):

Luchen Liu Antonio Jimeno Yepes Jiaying Lai Sanjoy Dey Xinyuan Zhang

Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases Luchen Liu

Prediction of secondary structure population and intrinsic disorder of proteins using multitask deep learning Antonio Jimeno Yepes

A Phylogenetic Approach to Analyze the Conservativeness of BRCA1 and BRCA2 Mutations Jiaying Lai

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

Statistical Impact of Sample Size and Imbalance on Multivariate Analysis in silico and A Case Study in the UK Biobank Xinyuan Zhang

S19: Oral Presentations - Social Media and Support

Speaker(s):

Yu Lu Hammad Naveed Xiaomeng Ma Alicia Nobles Lu He

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

What Do Patients Care About? Mining Fine-grained Patient Concerns from Online Physician Reviews Through Computer-Assisted Multi-level Qualitative Analysis Lu He

Leveraging digital media data for pharmacovigilance Hammad Naveed

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

Retrieving Lab Test Related Questions from Social Q&A Sites by Combining Shallow Features and Deep Representations Yu Lu Yu Lu

S20: Oral Presentations - Detecting Morbidity and Infection

Speaker(s):

Adam Dziorny Alexandra Kogan MingYu Lu Fatemeh Amrollahi Rishikesan Kamaleswaran

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

Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients MingYu Lu

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

Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis Fatemeh Amrollahi

Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms Rishikesan Kamaleswaran

S21: Oral Presentations - Clinical Phenotyping

Speaker(s):

Bum Chul Kwon Hossein Estiri Chao Pang Jen Gong Adriana Johnson Shawn Murphy

Modeling Disease Progression Trajectories from Longitudinal Observational Data Bum Chul Kwon

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

Patient-Specific Modeling with Personalized Decision Paths Adriana Johnson

High-throughput Phenotyping with EHR Sequences Hossein Estiri Shawn Murphy

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

S22: Year in Review

Speaker(s):

James Cimino

S23: Panel - Clinical Decision Support for Health Maintenance Interventions in Acute Care Settings: Three Approaches to Promoting Influenza Vaccine

Speaker(s):

Evan Orenstein Juan Chaparro Emily Webber Naveen Muthu

S24: Panel - Innovative Tech Solutions Making Data More Accessible for Patient-Centered Research

Speaker(s):

Chun-Ju (Janey) Hsiao Angela Dobes Shin Kim Susan Lumsden Art Sedrakyan

S25: Panel - Operationalizing Telehealth During the COVID-19 Outbreak

Speaker(s):

John Scott Pamela Hoffman Emily Webber Jonathan Hron Theresa Cullen

S11: Collen Award Winner Presentation - Finding the Doctor In Biomedical Informatics

Speaker(s):

Isaac Kohane

S26: Panel - Actionable Opportunities for Improving Opioid Prescribing through Use of Informatics

Speaker(s):

Neel Shimpi Thomas Reese Radha Nagarajan Christopher Harle Karmen Williams Alexander Alekseyenko Yoemy Waller

S27: Oral Presentations - Data Science for Problems and Outcomes

Speaker(s):

Mohamed Ghalwash Yingxue Li Amy Wang John Osborne

An Interpretable Machine Learning Survival Model for Predicting Long-term Kidney Outcomes in IgA Nephropathy Yingxue Li

Deep Learning to Detect Allergy Events from Hospital Safety Reports Liqin Wang

Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology Mohamed Ghalwash

AllergyMap: An Open Source Corpus of Allergy Mention Normalizations Amy Wang

Identification of Gout Flares in Chief Complaint Text Using Natural Language Processing John Osborne

S28: Oral Presentations - Guidelines and Workflows

Speaker(s):

Michael Wang Robert Lario Jeremy Michel James Cimino Benjamin Duncan

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

Utilization of BPM+ Health for the Representation of Clinical Knowledge: A Framework for the Expression and Assessment of Clinical Practice Guidelines (CPG) Utilizing Existing and Emerging Object Management Group (OMG) Standards Robert Lario

Guideline Snapshots: A Screening Tool for Determining Guideline Relevance Jeremy Michel

Capturing Clinician Reasoning in Electronic Health Records: An Exploratory Study of Under-Treated Essential Hypertension James Cimino

We’re Lost, But We are Making Good Time: Navigating Complex Pathways in a Patient-Order Management Task Benjamin Duncan

S29: Doctoral Dissertation Awards

Speaker(s):

Sharon Davis Maulik Kamdar

A Web-based Integration Framework Over Heterogeneous Biomedical Data and Knowledge Sources Maulik Kamdar

Stabilizing Calibration of Clinical Prediction Models in Non-Stationary Environments: Methods Supporting Data-Driven Model Updating Sharon Davis

S30: Oral Presentations - Information Interoperability

Speaker(s):

Jay Lyle Aldren Gonzales Harold Solbrig Maryam Garza Jeritt Thayer

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

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

Exploring JSON-LD as an Executable Definition of FHIR RDF to Enable Semantics of FHIR Data Harold Solbrig

Evaluating the Coverage of the HL7® FHIR® Standard to Support eSource Data Exchange Implementations for use in Multi-Site Clinical Research Studies Maryam Garza

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

S31: Oral Presentations - Mental Health Informatics

Speaker(s):

Weizhe Xu Alexandra Zingg Annie Myers Natalie Benda Katherine Brown

Digilego for Peripartum Depression: A Novel Patient-Facing Digital Health Instantiation Alexandra Zingg

Evaluating Commercially Available Mobile Apps for Depression Self-Management Annie Myers

The Age Limit Does Not Exist: A Pilot Usability Assessment of a SMS-Messaging and Smartwatch-Based Intervention for Older Adults with Depression Natalie Benda

The Centroid Cannot Hold: Comparing Sequential and Global Estimates of Coherence as Indicators of Formal Thought Disorder Weizhe Xu

Mental Health Comorbidity Analysis in Pediatric Patients with Autism Spectrum Disorder Using Rhode Island Medical Claims Data Katherine Brown

S32: Oral Presentations - Model Applications Across the Spectrum of Care

Speaker(s):

Siru Liu Qinyong Wang Jimmy Chen Linh Hoang Aaron Eisman

Automatically classifying the evidence type of drug-drug interaction research papers as a step toward computer supported evidence curation Linh Hoang

Application of Machine Learning to Predict Patient No-Shows in an Academic Pediatric Ophthalmology Clinic Jimmy Chen

Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures Aaron Eisman

Can the UTAUT Model Characterize Clinical Decision Support? Siru Liu

DenseCNN: A Densely Connected CNN Model for Alzheimer's Disease Classification Based on Hippocampus MRI Data Qinyong Wang

S33: Industry Partnership Council Session - Challenges, Innovations and the Future of the Informatics Industry

Speaker(s):

Frank Naeymi-Rad Russell Leftwich Kimberly Nolen Jamie Pina Stephen Ross Michael Cantor Charles Harp

LB01: Late Breaking Session - Moving Beyond Performative Action: Getting Real about Diversity, Equity, and Inclusion

Speaker(s):

Tiffani Bright Patricia Dykes Rodney Cohen David Asai Rosemary Ventura

S34: Panel - Healthcare Delivery Systems, EHRs, and the Future of an App-based Ecosystem: Old Wine in New Bottles?

Speaker(s):

Maia Hightower Titus Schleyer Christopher Harle Adam Landman Robert Rudin

S35: Panel - API Connectivity: Real-World Uses and Implementation Experiences in using APIs and Third-party Apps for Data Exchange and Research

Speaker(s):

Brian Babb Anita Samarth Dave Levin Ricky Sahu Kevin Chaney

S36: Panel - Building Actionable Rare Disease Registries in the age of EHRs to Power Personalized Medicine: Lessons Learned in Standards, Data Models, Data Engineering, Patient Inclusion, and Regulatory Challenges

Speaker(s):

Alexander Elbert Steven Labkoff Leon Rozenblit Rimma Belenkaya

S37: Panel - Audit Logs Offer New Insights into Care Processes and Outcomes

Speaker(s):

Julia Adler-Milstein Christian Rose Michael Wang Michelle Hribar Adam Rule

S38: High School Scholars Program

Speaker(s):

Kim Unertl Neil Sarkar Emma Rethy Lawrence Bu Claire Yang Oscar Heller Andrew Yang Sanat Kumar JT Finnell

Electronic Prescribing for Pediatrics: A Prototype Interface Redesign Emma Rethy

Knowledge Graph for Alzheimer’s Disease: Literature Mining from Clinical Studies Lawrence Bu

Categorization of Health-Related Consumer Posts on Reddit Using Convolutional Neural Networks Claire Yang

Detecting Somatic Mutations in HER-2 Positive Breast Cancer Patients to Predict Drug Treatment Responses Oscar Heller

Towards Building a Dietary Supplement Focused Conversational Agent Andrew Yang

Perception of the SARS-CoV-2 Vaccine on Twitter Sanat Kumar

S39: System Demonstrations - Population Health

Speaker(s):

Kristin Bennett David Kendrick Saverio Maviglia Blake Lesselroth

MortalityMinder: A Web Tool for Visualizing and Investigating Social Determinants of Premature Mortality in the United States Kristin Bennett

Integrating Research, Clinical Decision Support, Population Health, and Quality Measurement within a Learning Health System Saverio Maviglia

Community Social Needs Screening and Intervention: An Informatics Platform Using Health Information Exchange and Consumer Technology David Kendrick Blake Lesselroth

S40: Oral Presentations - The Informatics Community

Speaker(s):

Alex Butler James Geller Allison McCoy Jungwei Fan A J Holmgren

Impact of IMPACT: Longitudinal Analysis of an Integrated Participant Scheduling System in a Clinical Research Setting Alex Butler

Desiderata for High Quality AMIA Presentation Files James Geller

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

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

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

S41: Oral Presentations - Machine Learning

Speaker(s):

Oguz Serbetci Xiruo Ding Amelia Averitt - Aastha Hossein Estiri

Adversarially-Learned Balancing Weights for Causal Inference Amelia Averitt

EffiCare: Better Prognostic Models via Resource-Efficient Health Embeddings Oguz Serbetci

DeepCompete: A deep learning approach to competing risks in continuous-time domain - Aastha

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

Retrofitting Vector Representations of Adverse Event Reporting Data to Structured Knowledge to Improve Pharmacovigilance Signal Detection Xiruo Ding

S42: Oral Presentations - Mobile and Recommender Technology

Speaker(s):

Yue You Zhaoyuan Su Ching-Hua Chen Huong Ly Tong Tavleen Singh

Analyzing Description, User Understanding and Expectations of AI in Mobile Health Applications Zhaoyuan Su

Revealing Intention In Health-related Peer Interactions: Implications For Optimizing Patient Engagement In Self-health Management Tavleen Singh

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

Self-Diagnosis through AI-enabled Chatbot-based Symptom Checkers: User Experiences and Design Considerations Yue You

Combining User Preferences and Health Needs in Personalized Food Recommendation Ching-Hua Chen

Fireside Chat with Dr. Anthony S. Fauci interviewed by Dr. Patricia Flatley Brennan

Speaker(s):

Rocio Luparello John Harrington Jody Nurik Diane Tuncer David Aawwad Patricia Conrad Anthony Fauci, MD Patricia Brennan

A Celebration of Octo Barnett’s Life and Accomplishments in Biomedical and Healthcare Informatics

Speaker(s):

Casimir Kulikowski Robert Greenes Shawn Murphy Henry Chueh

Poster Session 1

Speaker(s):

Noah Forrest Amanda Moy Elizabeth Lindemann Walter Jungbauer Hope Gray Steven Tran Audrey Ha Owen Wetherbee Vaibhav Sourirajan Aryan Kaul Sean Nguyen Jonathan Williams Jamee Schoephoerster Shirin Sadri Maria Malik Jiancheng Ye Adam D'Souza

A Novel Cloud-Based Approach to Community COVID-19 Public Health Surveillance Hope Gray Isra Elhussin Carole Richardson Shafiqul Islam

A Tool for Rapid Identification and Extraction of Census Variables for Incorporation into Observational Research Jack VanSchaik

Data-driven identification of drugs posing an increased risk of adverse reactions to women Payal Chandak

Decreasing Opioid Addiction and Diversion using Behavior Economics Jamee Schoephoerster

Distancer: A Gamified Mobile Health Application to Support Social Distancing during the COVID-19 Pandemic Jiancheng Ye Steven Tran Noah Forrest

High School Scholar: A Machine Learning Approach to Detect Suicidal Ideation in Veterans Based on Acoustic and Linguistic Features of Speech Vaibhav Sourirajan

High School Scholar: Automatic Detection of Aortic Aneurysm on CT Exams Using Deep Convolutional Neural Networks Audrey Ha

High School Scholar: Automatic Diagnosis of Knee Patella Malalignment on X-ray Using Artificial Intelligence: Performance Comparison with Physicians Aryan Kaul

High School Scholar: Terms of Service; Didn’t Read Sean Nguyen

High School Scholar: Utilizing Mathematical Modeling to Elucidate the Differential Effects Stromal Fibroblasts Impart on Breast Cancer Sensitivity to Lapatinib & Simulate Combination Drug Therapies Jonathan Williams

High School Scholar: WellExplorer: an integrative resource linking hydraulic fracturing chemicals with hormonal pathways and geographic location Owen Wetherbee

High Value Care after COVID: Improving Care Delivery Through an Asynchronous Telemedicine Platform Walter Jungbauer Elizabeth Lindemann

Navigating the COVID-19 pandemic: a novel mobile navigation application to help New York City commuters (Rho) Shirin Sadri Amanda Moy

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

Postoperative Mortality Prediction with and Without the Use of Intraoperative Features Mohamed Abdelhack

Educating and Assessing Dialysis Patients’ Disutility for Transplantation with an HCV-Viremic Kidney Adeboye Adejare

Semi-automated Environmental Exposure Phenotyping: A Case for Smoking Morris Aguilar

A Decade of Vaping: Identifying Shifts in Clinical Documentation and Terminology in the Department of Veterans Affairs (2010-2020) Patrick Alba

Saving Time for Patient Care by Optimizing Physicians’ Notes Templates Rana Alissa

Prevalence of Potential Multi-Drug Interactions in Ambulatory Patients Tara Anand

Heuristic Evaluation of a Mobile Application for Caregivers About the Functional Stages of Dementia Adriana Arcia

Insurance Status and Hospital Mortality: Reassessing the Insurance-Mortality Relationship Using APACHE IV Severity Score Natasha Baloch

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

Monitoring a Viral Epidemic through Informatics: The Race to Get Ahead with Terminologies Pamela Banning

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

The Role of the Electronic Medical Record in Diagnostic Error and Delay: A Qualitative Study of Acute Care Clinician Insights Amelia Barwise

Integration, Harmonization, and Visualization of Cancer Research Data: Pragmatic Ontology-Driven Approach Rimma Belenkaya

MSK Perioperative Visualization Tools to Drive Operational Decision Making Shantha Bethusamy

Speeding IRB Reliance using SMART IRB Collaboration Systems, Derived Metrics and Responsive Improvements Simone Biver-Leblanc

Are Online Health Information Seeking Behaviors Among US Military Veterans Impacted by Behavioral Health Conditions? Felicia Bixler

Demystify challenges in adopting healthcare analytics solutions Italo Buleje

Utilizing Similarity Measure to Cross-Map the International and British Medication Codes Joshua Butler

Development of National Nursing Informatics Competencies for the Veterans Health Administration R. Clark Campbell

Implementing Advanced Imaging Decision Support: Lessons Learned Pedro Caraballo

Developing a digital user-centered community resource mapping tool for safety-net patients in San Francisco Anupama Cemballi

Validating Natural Language Processing for Extracting Pain Symptoms from Electronic Health Records Jinying Chen

Review of Existing mHealth Apps for Self-Management of Inflammatory Bowel Disease using the Mobile Application Rating Scale Linda Chen

Engage Family Caregivers in Managing Patients’ Pain: A Web App Approach Nai-Ching Chi

Assessment of Clinical Decision Support (CDS) formats for Supporting Nurses’ Palliative Care Planning Decisions Hwayoung Cho

Variations in the Contribution of Nursing Data to Predicting the Inpatient Fall Risk Insook Cho

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

Enhancing patient’s experience and workflow efficiency of blood taking in Specialist Out-patient Clinic (SOPC): The Blood Taking Scheduling System for SOPC Carrie Chung

Pain Assessment in Veterans Health Administration Chiropractic Clinic Documentation Brian Coleman

Building a Data Analytics Education Platform for Healthcare Eric Cui

Mining Malpractice Claims to Identify Disparities between Younger and Older Adults Wanting Cui

Clinical Informatics Subspecialists: Trends in the Characteristics of a Unique and Growing Physician Workforce Sheena Desai

Catching Hidden Acute Events in Structured Diabetes Diagnosis Descriptions Franck Diaz-Garelli

Understanding eConsult Triage Behavior with Natural Language Processing Xiyu Ding

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

Novel Integration of Clinical Research Data Collection with Intervention Softwares: Implementation in Two Community Resource Referral Trials Kate Doyle

Using Manual Labels to Enhance Natural Language Processing-Based Topic Discovery and Classification of Patient Concerns Adam D'Souza

Social Virtual Reality (VR) Spaces for Interactive Use in Pediatric Hospital Patient Wards Julia Dunbar

Exploring the Role of Virtual Presence in Patient’s Engagement with mHealth Polina Durneva

Veteran Use of Monitoring Devices to Collect and Share Health Information Bella Etingen

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

Veterans Health Administration (VHA) and National Cancer Institute (NCI) Interagency Preliminary Computable Phenotypes for the VA-NCI Interagency Clinical Trial Optimizer for Recruitment and Enrollment (VICTOR-E) Theodore Feldman

Proposing a Machine Learning Framework for Classification of Patient Cohorts Using Genomics Data Mauricio Ferrato

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

Integrating Social Media data with Electronic Health Records to better Understand Opioid Use Disorder Samah Fodeh

Exploring the Lag in Migraine Diagnoses using Unstructured Clinical Notes Samah Fodeh

Adaptive Recruitment: Incorporating Patient Reported Outcomes for Clinical Trial Recruitment Dinah Foer

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

Usability Evaluation Via Content Analysis of First-Time Patient Use of Top-Rated Commercial Diabetes Apps in a Crossover Randomized Trial Helen Fu

Utilizing Timestamps of Longitudinal Data from Electronic Health Record to Predict Clinical Deterioration Events. Liheng Fu

Systematic Review of Consumer Health Informatics Efforts to Influence Childhood Vaccine Uptake Malaika Gallimore

Influence of New to Practice Nurses EBP Beliefs and Implementation on Job Satisfaction, Group Cohesion, and Intent to Stay. Kyungsook Gartrell

Inclusive and Insightful Data Visualization: Evaluating Menstrual Tracking Apps Michelle Gomez

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

Information Needs and Perceptions Towards Using Chatbots for Hypertension Medication Self-Management: A Qualitative Study Ashley Griffin

A Corpus Analysis of Social Isolation from Clinical Notes of Patients with Cancer Jia-Wen Guo

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

Development and Training of an Artificial Intelligence (AI)-Based Clinical Trial Matching Tool for Oncology Tufia Haddad

A Review of Telehealth for Identification and Treatment of Rare Diseases Saira Haque

Identifying Rare Disease Studies by Natural Language Processing Huan He

Treatment Decision-making: Tailoring Pharmacogenomic Recommendations to the Patient Context Tyler Haberle

A Meta-Analysis of Medical Concept Normalization Using Hierarchical Ontological Relations and Semantic Types Paul Heider

Evaluation of a Study Cohort Query Formulation Tool: Criteria2Query Paul Heider

Acceptance of Clinical Quality Information Systems by Physical Therapy Managers: a Survey Analysis to Improve System Utilization Christopher Hoekstra

Improving Social Determinants of Health Screening Implementation Through Collaboration: Leveraging a Clinical-Academic Partnership Bradley Iott

Investigating Parental Utilization of Confidential Adolescent Patient Portals using NLP Wui Ip

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

Comprehensive Integration of public omics data and metadata enable target discovery Abhishek Jha

Defining Albumin Usage & Variation Across an Integrated Health System Walter Jungbauer

ACESO (After Cancer Education and Support Operations): A pilot study evaluating the feasibility of an online cancer survivorship care plan Akshat Kapoor

How Do Veterans Access Their Online Patient Portal? Rebecca Kartje

Impact of comprehensive, language-concordant discharge instructions on rates of patient questions about discharge medications or instructions Elaine Khoong

Identifying Sample Size Characteristics in Randomized Controlled Trial Publications Halil Kilicoglu

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

Longitudinal Cohort Data Transformation Based on a Common Data Model and Metadata Standards: Examples from the Strong Heart Study Jihoon Kim

An Analysis of Diabetes Mobile Apps Feedback Messages Focused on the Healthy Coping Principle Min Soon Kim

Investigating Drivers for Mental Health Related Recidivist Visits via Association Rule Data Mining Min Soon Kim

Improving De-identification of Clinical Text with Contextualized Embeddings Youngjun Kim

Lessons learned when modeling discharge summaries using Fast Healthcare Interoperability Resources Eizen Kimura

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

The Personalization of Evidence: Using Intelligent Datasets to Inform the Process Taneya Yvette Koonce

Data Standards for Semantic Interoperability to Support Pediatric Rehabilitation Learning Health Systems Nikolas Koscielniak

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

Estimating the Prevalence of Autoimmune Diseases Joshua Landman

Machine learning based iterative annotation system for Ovarian Cancer articles Zhendong Wang

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

Data Quality Framework for Assessing Data from Electronic Health Record-Enabled Registries Amanda Lien

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

Evaluating Clinical Guidelines Using Regression Discontinuity Design Tony Liu

Mapping Dental Diagnostic Concepts to SNOMED CT: A Pilot Study Yingci Liu

Enhanced Features in the SPECIALIST Lexicon - Antonyms Chris Lu

An Algorithm for Frailty Assessment Using the Omaha System Sheng-Chieh Lu

A Novel Corpus With Detailed Annotations of Social Determinants of Health Kevin Lybarger

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

Using E-triggers to Create a Surveillance System for Diagnostic Errors in Acute Care Maria Malik

Identifying Actionable Aspects of Frailty in the Text of Encounter Notes Jacob Martin

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

Reorganizing Emergency Department Information Systems to Reduce Physician Cognitive Load James McClay

A Structured Review of Commercially Available Cardiac Rehabilitation mHealth Applications Using the Mobile Application Rating Scale John Meddar

An Algorithm to Identify Residential Mobility from Electronic Health Record Data Jessica Meeker

Bayesian Modeling to Improve Mobile Device Interactions in Older Adults Asweel Mehaboob

Capturing medical practice with indication embeddings Rachel Melamed

Revising Shareable CDS to Encourage Dissemination and Incorporate New Guideline Recommendations Jeremy Michel

Beyond Paper: A Systematic Review of Health Information Technology to Support Cancer Survivorship Care Planning Sean Mikles

UX of Cardiovascular Risk Education Tool for Electronic Patient Portal Lucy Stein

Characterizing Electrocardiograms of Severe Hypoglycemia using K-Means based Clustering Sejal Mistry

Deriving a De-Identified Dataset from EPIC-Derived Data for Use in Clinical Research: Pearls and Pitfalls in Database Creation and Analysis Rohith Mohan

Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depression Annie Myers

Prospective Randomized Trial of Telemedicine-based Collaborative Care Using A Prefectural Medical Information Network System Masaharu Nakayama

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

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

Understanding Breast Implant Illness via Social Media Data Analysis Xia Ning

Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHR Kimberly Nolen

Search for preventive drugs for doxorubicin-induced cardiomyopathy using medical big data Yuki Nonin

Normalized EHR-Use Metrics Across a Large Healthcare System: Feasibility and Preliminary Results Shawn Ong

EHR Phenotyping for Determining Patient Follow-up on Genetic Variants Jennifer Pacheco

Identifying Health Disparities in Physical Therapy Services, Leveraging Health Informatics and Geographical Information System Sang (Sam) Pak

PhenX Common Measures for Collaborative Research: New Development Huaqin Pan

Development & Validation of Radiology Common Data Model (R-CDM): a standardization of metadata in medical images Chul Hyoung Park

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

Which US Military Veterans Use Text Messaging to Receive Health-Related Information? Jamie Patrianakos

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

Enhancing Electronic Health Records with Tumor Registry Data Emily Pfaff

Sensitivity Analysis of Input Variables of Shock Detection Model Yuliya Pinevich

Supporting self-management of food and related expenses Apoorv Prasad

Pharmacological Information Needs Expressed Through a Natural Language Conversational Agent Anita Preininger

Visualizing Cancer Status and Treatment Outcomes with PRISSMM Zach Rachlin

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

Improving HIV Patients’ Appointment Adherence Using a Predictive Model Candis Riggs

Towards Measuring Real-World vs. Theoretical Impact: Implementing an Enhanced Method for Evaluating Health Information Exchange (HIE) Rebecca Rivera

A Bilingual Patient Portal: Who are the Spanish-speaking Portal Users? Jorge Rodriguez

Moving from Reactive to Proactive in an Accountable Care Organization: Leveraging Patient Reported Outcomes to Prevent Asthma Hospitalizations Jorge Rodriguez

Measuring Effectiveness of Bulk Orders & Messages in a Population Health Program Jessica Ruff

Usability Testing of Seegnal Drug-related Problems Alerting System Angela Rui

A Spatial Exploration Relating Healthcare Coverage and Medical Crowdfunding in the United States Sameh Saleh

Cloud-Native Language-Based Analysis for Neurodegenerative Assessment Sundar Saranathan

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

When Rules Translate into Tools: An Activity Theory Perspective on Some Unintended Consequences of Health Information Technology Aviv Shachak

Machine Learning to Identify Peripherally Inserted Central Catheter (PICC) Tip Position from Radiology Reports Manan Shah

The impact of emotions and values on medication errors: Analysis using a text mining approach Akiko Shibuya

Application of image-translation for improving the performance of a deep learning model in external validation in the field of digital pathology Seojeong Shin

Leveraging Single-cell Data through Graph-based Artificial Intelligence Qianqian Song

Hungry for Resolution: Investigating the Presence of Social Determinants of Health (SDoH) in Standard Terminologies Amanda Steffon

Patient and Provider Perspectives on Using Information Visualizations to Enhance HIV-Related Communication During Clinic Visits Samantha Stonbraker

Learning Hierarchical Transformer-based Representations of Clinical Notes Xin Su

SWAT Team: Addressing EHR burnout through a customized education lens Tania Tajirian

Older Adults Can Successfully Monitor Symptoms Using an Inclusively Designed Mobile Application Brittany Taylor

The relationship between task-technology fit and nurses’ performance in the EHR Dante Tolentino

Low Thiamine Warnings for Post-Bariatric Surgery Patients James Hellewell

Data Driven Approach to Improve Inpatient Diabetes Care Chaowei Tsai

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

Decision Making of Clinicians from Multiple Disciplines for Engaging Patients’ Informal Caregivers to Help with Heart Failure Self-care Haleh Vatani

Advancing modelling of time-to-event outcomes: moving beyond the Cox model Bindu Vekaria

Diagnosing Chemotherapy-Related Cognitive Impairment Using Digital Phenotyping Marehan Waly

Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health Records Liqin Wang

Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping Yanshan Wang

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

Furthering LOINC Interoperability through Mapping to Open Biomedical Ontologies Stephen Weaver

Improving Species Recognition for Gene Normalization Chih-Hsuan Wei

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

Review of Existing Mobile Apps for the Support of Cystic Fibrosis Self-Management Using the Mobile Application Rating Scale Stephanie Weiner

Rule-based Data Quality Assurance of Medication History Data Vojtech Huser

Healthcare Team Encouragement to Engage in Care Through Secure Messaging and Patterns of Secure Messaging Use in the Veteran Population Geneva Wilson

Towards a Food Allergy Data Commons Mark Wlodarski

Charting Cancer Pharmacological Dependency Jing Xing

Determining the Prevalence of Providers’ Review of Past Patients in a Pediatric Hospital Using EHR Access Log Data Samuel Yang

Association of Histological Type of Lung Cancer with Smoking and Biomarkers in China: A Multi-Center Study Zhixun Yang

Clinical Decision Support Systems Use for Pressure Sores Risk Assessment in Long-Term Care Facilities in the United States Rafeek Yusuf

Standardizing Nursing Orders to Better Assess Acuity and Improve Nursing Workflow Saldi Yusuf

Elucidation of risk factors of immune checkpoint inhibitor-induced fatal adverse events by using large-scale medical information Yoshito Zamami

Personal Cognitive Health Library Lingling Zhang

Innovation in Informatics to Improve the Clinical Care and Drug Accessibility of Rare Diseases in China Shuyang Zhang

Patient Characteristics Associated with ER Visits in a Direct Primary Care Practice Xiaohan Zhang

IPS02: Transforming Patient Data to Respond to the COVID-19 Pandemic (sponsored by IMO)

Speaker(s):

Matthew Burton Andrew Kanter Steven Rube Fred Brodsky

S43: Panel - A Multi-Stakeholder Roadmap for Care Transformation ? the AHRQ evidence-based Care Transformation Support (ACTS) Initiative

Speaker(s):

Steve Bernstein Jerome Osheroff Maria Michaels Brian Alper Blackford Middleton

S44: Panel - Implementation of Electronic Prescription Cancellation: A Tale of Two Health Systems, a Retail Pharmacy, and the Evolution of the CancelRx Standard

Speaker(s):

Tolu Akinwale Michelle Chui Charlie Oltman

S45: Panel - Career Pathways in Industry for Biomedical Informaticians

Speaker(s):

Elisabeth Scheufele Jason Cooper Marion Ball Judy Murphy Matvey Palchuk

S46: Panel - Electronic Consenting to Catalyze Patient-Oriented Translational Clinical Research

Speaker(s):

Thomas Campion Rachel Brody Fadia Shaya Joseph Finkelstein

S47: Panel - Sharing Clinical Documentation with Patients in Oncology Settings

Speaker(s):

Gilad Kuperman Andrew Wagner Everett Weiss Catherine DesRoches

S48: Oral Presentations - Patient Portals

Speaker(s):

Bella Etingen Tera Reynolds Shefali Haldar Bradley Iott Ming Huang

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

What Do Patients and Caregivers Want? A Systematic Review of User Suggestions to Improve Patient Portals Tera Reynolds

Designing Inpatient Portals to Support Patient Agency and Dynamic Hospital Experiences Shefali Haldar

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

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

IPS06: Healthcare Delivery and Public Health Systems at AMIA: The Value of Informatics to an Organization

Speaker(s):

Jonathan Nebeker Aldo Tinoco Paul Fu, Jr. Emily Webber Lynda Hoeksema Murielle Sabina Beene Marlene Millen

S49: Oral Presentations - Care Management

Speaker(s):

Cynthia Morrow Wenyu Song Karen Dunn Lopez Mani Sotoodeh Kay Lytle

Information Needs of Skilled Nursing Facility Staff to Support Heart Failure Disease Management Cynthia Morrow

Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning Methods Wenyu Song

Differentiating Decision Support Needs of Novice and Expert Nurses Karen Dunn Lopez

Pressure Ulcer Injury in Unstructured Clinical Notes: Detection and Interpretation Mani Sotoodeh

Fall Prevention Information Model Validated Using Flowsheet Metadata Kay Lytle