Program Schedule

Poster Session 2

AI Showcase: Healthcare Impacts of Real-Time Sepsis Risk Prediction Workflows for Hematopoietic Cell Transplant Recipients

“Data Donation” or “Data Sharing”? A Scoping Review Characterizing Language Use in mHealth Research Involving Person-generated Health Data Speaker: Shanshan Song, Johns Hopkins School of Medicine - Division of Health Sciences Informatics

A Full and Approximated Model for Predicting Infection-Related Adverse Events in a Home Health Care Population Speaker: Jingjing Shang, Columbia University School of Nursing

A Multidisciplinary System Design Workshop to Adapt Interoperable Clinical Decision Support Tools for Chronic Pain Speaker: Christopher Harle, Indiana University

Addressing Social Determinants of Health: What is Needed for High Quality Data? Speaker: Yasemin Akdas, Vanderbilt University Medical Center Department of Biomedical Informatics

AI Showcase: A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping Speaker: Arianna Dagliati, University of Pavia

AI Showcase: A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium

AI Showcase: Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows Speaker: Qingyu Chen, NIH

AI Showcase: Evaluating a Vendor-derived Pediatric Sepsis Predictive Model in Acute Care Settings Speaker: Daniel Liu, University of Arkansas for Medical Sciences / Arkansas Children's Hospital

AI Showcase: Comprehensive Evaluation of Health Impact of an ML-Based CDS Solution Integrated with Remote Device: Protocol for RCT in Children with Asthma Speaker: Chung-Il Wi, Mayo Clinic Minnesota

ALS community pressing issues: lessons from a survey Speaker: Raquel (Kely) Norel, IBM Research

AMIA 25x5 Health IT Vendor Workstream

AMIA 25x5 Policy & Advocacy Workstream

AMIA 25x5 Providers & Health Systems Workstream

An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout Speaker: Malvika Pillai, UNC Carolina Health Informatics Program

Analysis of Oral Microbiome to Identify Biomarkers of Oral Mucositis Speaker: Jessica Zielinski, Medical University of South Carolina

Annotation Enhancement of Synthetic Family History Corpus Speaker: Liwei Wang, Mayo Clinic

Applying Design Thinking to Develop a Mobile App for Patients with Suicide Risk Speaker: Bengisu Tulu, Worcester Polytechnic Institute Speaker: Fatima Varzgani, Worcester Polytechnic Institute

Artificial Intelligence, Design and Telemedicine: non-stigmatizing devices for symptoms relief Speaker: Sara Marceglia, Università degli studi di Trieste

Assessment of Real-World Health Applications on FHIR Speaker: Ashley Griffin, Stanford University & VA Palo Alto Health Care System

AutoScore-Ordinal: An Interpretable Machine Learning Framework for Generating Scoring Models for Ordinal Outcomes Speaker: Yilin Ning, Duke-NUS Medical School Speaker: Nan Liu, National University of Singapore

Better PROSPECT for cancer care: Supporting the generation and delivery of knowledge for decision making at tumor boards with the Precision Oncology System for Prediction, Engineering, and Clinical Translation (PROSPECT) Speaker: Austin Vo, VA Boston Healthcare System

Building a Breast Cancer Learning Health System Speaker: Jeremy Petch, PhD, Hamilton Health Sciences

Building Determinants of Health Ontology of Mappable Elements (DHOME) Speaker: Alexander Alekseyenko, Medical University of South Carolina

Can E-Triggers Identify Cases of Diagnostic Error Hospitalized Patients? Analysis of Two High-Risk Cohorts Speaker: Kaitlyn Konieczny, Brigham and Women's Hospital/Harvard Medical School

CIHLex: Complementary and Integrative Health Lexicon Speaker: Huixue Zhou, Institute for Health Informatics (IHI), University of Minnesota

Clinical Decision Support Intervention to Improve Nutritional Evaluation Consistency in Pediatric Patients with Feeding Tubes Speaker: Derek Ngai, UT Southwestern Medical Center, Dallas

Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized Children Speaker: Bayley Bennett, Emory University School of Medicine

Clinician perceptions of AI notifications and early system performance data from pilot phase of LINK-HF2 study Speaker: Charlene Weir, University of Utah Department of Biomedical Informatics

Comparison of Charlson Comorbidity Index to Laboratory results-based Scores for Mortality Prediction Speaker: Gaurav Shetty, Geisinger Health Systems

Complementing ICD Codes with Nurses’ Assessment Data Can Improve the Identification of Patients with Hearing and Visual Impairments Speaker: Urszula Snigurska, BSN, RN, University of Florida College of Nursing Speaker: Sarah Ser, MS, University of Florida

Creation of an interactive and clinically relevant EHR curriculum for medical students Speaker: Julie Westover, UC San Diego School of Medicine

Deep Learning-based Rare Disease Patient Classification Using Phenotypes Speaker: Xiang Zhou, Sema4

Detecting Patterns of Chemotherapy Administration Using Cluster Analysis in Breast Cancer Patients Speaker: Julia O'Rouke, TriNetX, LLC

Developing a Data Pipeline to Facilitate the Understanding of the Interrelationships Between Humans and Technology in Smart Buildings Speaker: Andy Gao, University of Cincinnati

Developing a Note Template to Improve the Understanding and Actionability of Clinical Notes for Diabetic Patients Speaker: Shwetha Bindhu, University of Cincinnati Department of Biomedical Informatics Speaker: Tripura Vithala, University of Cincinnati

Developing and Mapping Pediatric Phecodes (Phecode-Peds) Speaker: Monika Grabowska, Vanderbilt University

Diffusion Tensor Imaging as a Biomarker for Pediatric Cardiac Arrest Outcomes Speaker: Joy Roy, University of Pittsburgh, Department of Biomedical Informatics

Digital tools to help parents screen their child for autism are of low quality Speaker: Benjamin Sanders, MD, MSPH, MS, OHSU Department of Pediatrics

Disparities in Patient Portal Use in Radiotherapy Treated Patients in the Era of COVID-19 Speaker: Samuel Jean-Baptiste, Vanderbilt University Medical Center

Enhancing the Value of Digital Health Support for Mental Health Help-Seeking in Transitional Aged Youth: What should we do next? Speaker: Brian Lo, Centre for Addiction and Mental Health

Epidemiological topology data analysis links severe COVID-19 to RAAS and hyperlipidemia associated metabolic syndrome conditions Speaker: Kahn Rhrissorrakrai, IBM Research

Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IV Speaker: Catherine Gao, Northwestern University Feinberg School of Medicine

Examining the impact of sex differences and the COVID-19 pandemic on health and health care: findings from a national cross-sectional study Speaker: Jiancheng Ye, Northwestern University Feinberg School of Medicine

Exploring COVID-19 outreach strategies to promote vaccine equity: Lessons for healthcare systems Speaker: Serena Jinchen Xie, Biomedical Informatics and Medical Education, University of Washington

Fast Textual Corpus Retrieval from Electronic Health Records using PDF Parser and TxtSplit Tools Speaker: Yiming Li, The University of Texas Health Science Center at Houston (UTHealth) School of Biomedical Informatics

Formative Evaluation of an SMS-Based Information Service for Maternal Health Program in a Geographically Isolated Area in the Philippines Speaker: Aldren Gonzales, University of the Philippines Manila

Found in Translation: Transforming Rules-Based Diabetes Phenotyping Algorithms into Reproducible Diabetes Cohorts from Real-World Data Speaker: Erin Tallon, MS, RN, University of Missouri Institute for Data Science & Informatics

From Rules to Machine Learning: Upgrading Aging Clinical NLP Systems Speaker: Hannah Eyre, US Department of Veterans Affairs

Gleaning Prediabetic Risk and Associated Factors from Homecare Nursing Notes Using Natural Language Processing Speaker: Kyungmi Woo, Seoul National University

Health Information Technology Adoption and Utilization in Long-Term and Post-Acute Care Settings Speaker: Rebecca McGavin, RTI International

High-throughput assessment of genomic outcomes: development and validation of the HI-TAG knowledgebase Speaker: Josh Peterson, Vanderbilt University Medical Center

How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit Formation Speaker: Mor Peleg, University of Haifa

Identifying Patients from Sentences: A Label-to-Label Classification Model to Predict Who May Benefit from Pulmonary Rehabilitation Speaker: Gary Weissman, University of Pennsylvania

Improving Cell Type Classification in Histology Images with Active Learning Speaker: Justin Xiang, Horace Greeley High School

Improving the Coverage of Food Allergy in Clinical Terminologies Speaker: Mark Wlodarski, Northwestern University - Feinberg School of Medicine

Improving the Performance of Large Language Models by Domain-Specific Pre-Training on Clinical Documents Speaker: Bryan Steitz, Vanderbilt University

Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes Speaker: Christian Rose, Stanford University, School of Medicine

Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record Speaker: Siru Liu, Department of Biomedical Informatics, Vanderbilt University Medical Center

Leveraging the Electronic Health Record to Increase Sleep-Friendly Medication Schedules in the Inpatient Setting Speaker: Sullafa Kadura, MD, MBA, University of Rochester Medical Center Speaker: Lauren Eisner, BA, University of Rochester, School of Medicine and Dentistry

Machine learning and natural language processing for classifying infant feeding status from clinical notes Speaker: Dominick Lemas, University of Florida, Medicine College

Mapping Family History Information from Clinical Narratives to Ontologies or Terminological Resources Speaker: Sungrim Moon, Mayo Clinic

Measuring the Effect of EHR Data Quality in Identifying Type 2 Diabetes Population Across Common Phenotype Definitions of Diabetes Speaker: Priyanka Sood, Johns Hopkins University

Modeling to Improve Identification of Peripheral Artery Disease Cohorts from Administrative Data Speaker: Patrick Heindel, MD, Brigham and Women's Hospital/ Harvard Medical School

Normalization of free-text annotated entries increases accuracy of diagnoses coding for quality reporting Speaker: Amy Loriaux, PhD, Intelligent Medical Objects

Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification Tool Speaker: Betina Idnay, MPhil, BSN, RN, Columbia University Department of Biomedical Informatics

Pain and opioid research evidence base: NIH Heal CDEs Speaker: Katherine Sward, PhD, RN, University of Utah

Patient Experiences with a Technology-Facilitated N-of-1 Clinical Trial for Shared Decision-Making about Beta-Blocker Medication Usage Speaker: Sabrina Mangal, Weill Cornell Medicine; Dept of Population Health Sciences; Div of Health Informatics

Patient Opening Rates for Open Notes Speaker: Chelsea Michael, Memorial Sloan Kettering Cancer Center

Phenotyping Hepatic Immune-Related Adverse Events After Immune Checkpoint Inhibitor Therapy Speaker: Theodore Feldman, Department of Veteran's Affairs, VA Boston Healthcare System

Post-Hoc Ensemble Generation for Clinical NLP: A Study of Concept Recognition, Normalization, and Context Attributes Speaker: Paul Heider, Medical University of South Carolina

Preliminary Performance of a Real-time EHR-embedded Predictive Algorithm for Diagnostic Error in ICU Patients Speaker: Anuj Dalal, Brigham and Women's Hospital

Profiling Tox21 Bioassay Towards Drug Repurposing for Rare Diseases Speaker: Fang Liu, NCATS

Provider and Older Patient Responses to Rapid Expansion of Telehealth Care in an Urban Cancer Center Speaker: Robin Higashi, University of Texas Southwestern Medical Center

Quality Assessment of Functional Status Documentation in EHR Across Institutions Speaker: Sunyang Fu, mayo clinic

Quality evaluation of mHealth technologies for COVID-19 using the Mobile Application Rating Scale (MARS): The Philippine Perspective Speaker: Aldren Gonzales, University of the Philippines Manila

Quantifying the Perioperative Risks for Patients on Buprenorphine for Substance Use Disorder Using a Large National Database Speaker: James Hitt, University at Buffalo School of Medicine and Biomedical Sciences

Quantitative Assessment on “Freshness” of Hyperlinked Online Resources for COVID-19 Speaker: Meredith Abrams, Arizona State U, Mayo Clinic

Queering the EHR: Uncovering the embedded cisheteronormativity in health information technology Speaker: Reggie Casanova-Perez, Department of Biomedical Informatics and Medical Education, University of Washington

Relationship Between Neighborhood Opportunity and Deprivation Indices and Healthcare Utilization for Children with Central Nervous System Tumors Speaker: Yvette Tran, MS, Indiana University Richard M. Fairbanks School of Public Health

Resemblance Distantly Supervised Approach to Extract Triplet Information from Randomized Control Trials of Breast Cancer Speaker: Duo Wei, Stockton University

Risk Factors and Algorithms to Predict Return to Play in Sports Medicine: A Preliminary Systematic Scoping Review Speaker: Abraham Kim, University of Cincinnnati

Successful rollout of a Transfusion Dashboard Speaker: Jennifer Murdock, Vanderbilt University Medical Center

Sustaining Connections Amidst COVID-19: Implementation of an Inpatient Mental Health Tablet Program Speaker: Julia So young Kim, RN, Centre for Addiction and Mental Health

Symptom Phenotypes and Predictors of Unrelieved Symptoms in Individuals with Chronic Conditions: A Cross-sectional Analysis of the All of Us Research Program Survey Data Speaker: Caitlin Dreisbach, University of Rochester

Technology Prevalence in Childhood by Parent Reports: An Opportunity for Obesity Prevention Speaker: Lisa Gawronski, University of Florida

The AIM-AHEAD Data Science Training Core Speaker: Legand Burge, Howard University

Towards Equitable Enrollment into a Clinical Trial of a Digital Health Intervention using Multi-Pronged Recruitment Strategy Speaker: Savanna Plombon, Brigham and Women's Hospital

Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case Study Speaker: Wei Ning Chi, Research Institute / NorthShore University HealthSystem

User requirements for a search feature in health information technology systems: A pilot study of emergency physicians Speaker: Katy Stewart, Indiana University School of Informatics and Computing & Regenstrief Institute

Using Data Assimilation to Predict Post-Operative Bariatric Surgery Glycemic Status in Adolescents Speaker: Lauren Richter, Columbia University Irving Medical Center

Utilization of Electronic Health Record Gender Demographic Fields: A Metadata Analysis Speaker: Dinah Foer, Brigham and Women's Hospital, Harvard Medical School

Validating Data-Driven Clinical Fingerprints as an Input Feature Representation Speaker: Marco Barbero Mota, Department of Biomedical Informatics, Vanderbilt University

Validation of a Smartphone Pupillometer in Healthy Subjects Speaker: Anthony Maxin, Creighton University School of Medicine

Visual Interview Elicitation Using Online Tools in the Context of Dementia: Preliminary Review and Recommendations Speaker: Anne Turner, University of Washington

When Alerts Work as Expected but Not as Intended: Situation Awareness for Patients with Cardiac Shunt at High Risk of Rapid Deterioration Speaker: Sarah Thompson, Children's Healthcare of Atlanta

A First Step to Uncovering Hidden Symptoms and in Patients with Acute Myeloid Leukemia using Natural Language Processing Speaker: Sena Chae, University of Iowa

Applying Natural Language Processing to Medical Examiner Notes Speaker: Shamsi Berry, Western Michigan University Homer Stryker MD School of Medicine

Blind Inference: An Automated Privacy-Preserving Prediction Service using Secure Multi-Party Computation for Medical Applications Speaker: Gharib Gharibi, TripleBlind

Building Trust in Research Through Information and Intent Transparency with Health Information Speaker: Sabrina Mangal, Weill Cornell Medicine; Dept of Population Health Sciences; Div of Health Informatics

Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2 Speaker: Wei Ning Chi, Research Institute / NorthShore University HealthSystem

Evolution of Electronic Exchange of Public Health Vaccination Reporting and Queries in COVID-19 context: Minnesota Immunization Information System Speaker: Sripriya Rajamani, Institute for Health Informatics, University of Minnesota

Geospatial divide in real-world EHR data: Analytical workflow to assess regional biases and potential impact on health equity Speaker: Serena Jinchen Xie, Biomedical Informatics and Medical Education, University of Washington

How physicians use EHR data to classify sensitive medical records? Thematic analysis Speaker: V S.V. Sneha Pragada, ASU

Implementing a Postoperative Checklist: Quality, Safety, and Revenue Speaker: Chetan Aher, MD, Vanderbilt University Medical Center Speaker: Laura Schaefer, Vanderbilt University Medical Center

Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes Speaker: Joao Bettencourt-Silva, IBM Research

Regulatory Oversight and Public Perceptions of Prediction in Healthcare Speaker: Paige Nong, University of Michigan

Returning Study Results to Research Participants: Data Access, Format, and Sharing Preferences Speaker: Stephanie Nino de Rivera, Weill Cornell Medical College

Supporting Interprofessional Collaboration through Clinical Documentation: An Exploration of Doctors? and Nurses? Reasoning Processes Speaker: Katherine Blondon, Hopitaux Universitaires de Geneve

Understanding Barriers and Facilitators to Resilient Cancer Care Speaker: Megan Salwei, PhD, Vanderbilt University Medical Center

Understanding Mechanisms of Missingness for Unspecified Diabetic Retinopathy Disease Severity in the Electronic Health Record: An IRIS® Registry Analysis Speaker: Durga Borkar, Duke University

Integrating Clinical Informatics into Undergraduate Medical Education Curriculum: Innovations and Challenges Speaker: Jessica Davila, PhD, Baylor College of Medicine

Oncologist Opinion and Use of a Machine Learning-Powered Clinical Decision Support System to Aid Serious Illness Conversations for Lung Cancer Patients Speaker: Teja Ganta, Icahn School of Medicine at Mount Sinai

Emerging Trends in Health Information Technology: Results from a Horizon Scan Speaker: Sadaf Kazi, National Center for Human Factors in Healthcare, MedStar Health Research Institute

Exploration of Disease Pathways Using Simple Graph Comparison Methods Speaker: Mikhail Kovalenko, University of Missouri

Ethical Review of Human and Organizational Factor Research in the Context of AMIA’s Code of Professional and Ethical Conduct Speaker: Craig Kuziemsky, MacEwan University

Hacking Mental Health: A Vanderbilt Clinical Informatics Center Hackathon Speaker: Elise Russo, MPH, Vanderbilt University Medical Center

Building a Pipeline for Clinical Alerts Generated via Natural Language Processing Speaker: Dan Albert, Vanderbilt University Medical Center Speaker: Adam Wright, Vanderbilt University Medical Center

Reproducibility in comparative effectiveness and safety of ACE inhibitors and thiazides for modified monotherapy treatment criteria Speaker: Tara Anand, Columbia University Irving Medical Center

Assessing the Use of a Clinical Decision Support Tool for Pain Care Information in Primary Care Speaker: Nate Apathy, MedStar Health Research Institute

Enhancing Value Set Maintenance for Transferring Harmonized Laboratory Data from Health Care Institutions to Registries Speaker: Sara Armson, RTI International

Leverage EMR to Change Practice Patterns and Streamline Non-EMR Workflows - An Interfacility Transfer Process Improvement Effort with Far Reaching Implications Speaker: Sashank Kaushik, U.S. Veterans Health Administration

Challenges in Custom Machine Learning Model Implementation in a Vendor System: Use of a Deep Learning Model for Pediatric CLABSI Prediction Speaker: Jonathan Beus, MD, MSCR, Children's Healthcare of Atlanta

A Multidisciplinary Approach to User-Centered Design: Optimizing Reporting of Stroke Quality Metrics Speaker: Christine Boerman, RN, CNRN, SCRN, University of Rochester Medical Center

Leveraging Biolink for Interoperability between Semantic Models Speaker: Ian Braun, Critical Path Institute

Telemedicine Second Opinions: A Promising Mechanism for Expanding Equitable Access to Subspecialty Oncology Expertise Speaker: Susan Chimonas, PhD, Memorial Sloan Kettering Cancer Center

A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation Speaker: Sharon Davis, PhD, Vanderbilt University School of Medicine

A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data Speaker: Ahmed Elhussein, Columbia University Dept. of Biomedical Informatics

Acceptance and Use of a Mobile Yoga Application by Breast Cancer Survivors: A Brief Intervention Study Speaker: Sayantani Sarkar, University of California - Davis

Validation of a Two-year Risk Prediction Model for Undiagnosed Atrial Fibrillation Using National Electronic Health Record Data Speaker: Saira Haque, Pfizer Pharmaceuticals

Improving Ease and Fidelity of Identifying the Correct Patient Care Provider Speaker: Arjun Gokhale, Stanford Biomedical Informatics Training Program

Tracking In-Basket Messages to Improve Physician Satisfaction & Reduce Burnout , Sentayehu Kassa, M.D Brett Moran, MD Speaker: SENTAYEHU Kassa, PARKLAND HOSPITAL

Real-Time Performance Measure Driven Suicide Prevention Care Monitoring and Care Delivery Enhancement in the U.S. Department of Veterans Affairs Speaker: David LaBorde, Brain Trust Advisors, LLC

Usability Inspection of the MAISIE mobile CDS app Speaker: Blaine Reeder, University of Missouri - Columbia

Pressure Injury Prevention: A Focused Care Approach Using Predictive Analytics Speaker: Thomas Reese, Vanderbilt University Medical Center

A Novel Zero-shot Learning Framework for Clinical Text Classification Speaker: Sonish Sivarajkumar, University of Pittsburgh

Medication Reconciliation Module Use Leads to Earlier Discharge Time Speaker: Melissa Van Cain, OU Health

A Predictive Model to Identify Patients for Palliative Care Assessment Speaker: Raman Srinivasan, IBM

Validating Complex Phenotypes: A Structured Approach for Dementia Speaker: David Dorr, Oregon Health & Science University

Relational FHIR: Converting FHIR’s Hierarchal Schema Speaker: Adam Lee, University of North Carolina at Chapel Hill

Identifying risk factors of suicide attempts among people with diabetes using LASSO regression Speaker: Ploypun Narindrarangkura, University of Missouri - Columbia

Predicting the Retention of Subsequent Surveys in the All of Us Speaker: Lina Sulieman, Vanderbilt University

Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study Speaker: Antonia Tsvetanova, The University of Manchester

Topic Analysis in Biomedical Informatics:A analysis of 20 years’ of papers in Journal of Biomedical Informatics Speaker: yumeng yang, The University of Texas Health Science Center at Houston (UTHealth) School of Biomedical Informatics

Validating Readability Measures on Online Health Information: A Preliminary Systematic Scoping Review Speaker: Anunita Nattam, University of Cincinnati Department of Biomedical Informatics

A Pilot Study of Automated Approaches to Translate Health Illiterate Language Speaker: Yanshan Wang, University of Pittsburgh

Community champions as health informatics partners in co-production Speaker: Connie Yang, University of Washington

Developing a Risk Prediction Model for 30-Day Readmission after Hospitalization from COVID-19 Speaker: Aize Cao, Meharry Medical College

What Are the Mental Health Needs of Caregivers of Alzheimer’s Disease and Related Dementias (ADRD) Patients during the COVID-19 Pandemic? A Natural Language Processing Analysis of Online Caregiver Discussion Forum Speaker: Yong Choi, University of California Davis, School of Medicine

Systematic Review of Mobile Integrated Health interventions to facilitate telehealth usage among older adults Speaker: Melani Ellison, Weill Cornell Medicine

Assessing Pandemic Readiness to Promote Equity in Institutional Health IT Speaker: Yalini Senathirajah, University of Pittsburgh Medical School

Mobile apps for suicide prevention: Developing an evidence-based framework for essential features Speaker: Lydia Sequeira, Centre for Addiction and Mental Health/ Canada Health Infoway

Piloting Family Health History Chatbot with Crowd-Sourced Data Collection Speaker: Michelle Nguyen, Johns Hopkins University School of Medicine