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AMIA 2022: Washington, DC, USA
- AMIA 2022, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 5-9, 2022. AMIA 2022
AI Showcase Poster
- Cameron Carlin, Jesee Castro, Monica Munaretto, Jossie Sandoval, Sanjeet Dadwal, Ryotaro Nkamura, Zahra Eftekhari:
Healthcare Impacts of Real-Time Sepsis Risk Prediction Workflows for Hematopoietic Cell Transplant Recipients. - Qingyu Chen, Tiarnan D. Keenan, Alexis Allot, Sanjeeb Bhandari, Geoff Broadhead, Chantal Cousineau-Krieger, Ellen Davis, William G. Gensheimer, David Grasic, Seema Gupta, Eleni Konstantinou, Tania Lamba, Michele Maiberger, Arnold Oshinsky, Brittany E. Powell, Boonkit Purt, Soo Shin, Hillary Steifel, Alisa T. Thavikulwat, Keith Wroblewski, Sirisha Koirala, Tom Murickan, Michael F. Chiang, Michelle R. Hribar, Emily Y. Chew, Zhiyong Lu:
Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows. - Arianna Dagliati, Zachary H. Strasser, Rebecca Mesa, Zahra Shakeri, Alaleh Azhir, Riccardo Bellazzi, Shawn N. Murphy, Hossein Estiri:
A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping. - Daniel Liu, Shengfan Zhang, Maryam Alimohammadi, Feliciani Yu Jr.:
Evaluating a Vendor-derived Pediatric Sepsis Predictive Model in Acute Care Settings. - Siru Liu, Adam Wright, Joseph J. Schlesinger, Thomas J. Reese, Edward T. Qian, Elise M. Russo, Matthew W. Semler, Brian J. Douthit, Allison B. McCoy:
A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium. - Lynnea Myers, Shauna M. Overgaard, Tracey Brereton, Jason Greenwood, Lu Zheng, Joshua Ohde, Matthew Spiten, Kathy Ihrke, Kevin Peterson, Ashwani Khurana, Euijung Ryu, Madison Roy, Chung-Il Wi, Bjorn Nordlund, Young J. Juhn:
Comprehensive Evaluation of Health Impact of an ML-Based CDS Solution Integrated with Remote Device: Protocol for RCT in Children with Asthma.
Informatics Debate
- Michael A. Grasso, Andy Gettinger, Eugenia McPeek Hinz, Eric C. Pan, Richard Schreiber:
Did Congress Get It Right by Prohibiting Information Blocking: The Pros and Cons of Patients Having Unfettered Access. - Ellen Kim, Christoph U. Lehmann, William R. Hersh, Clifton D. Fuller, Bruce P. Levy:
A debate on the extension of the Practice Pathway for ABMS clinical informatics board certification for physicians in the United States. - Judy Murphy, Patricia Sengstack, Sarah Collins Rossetti, Patricia C. Dykes, Susan Hull:
Technology Will Resolve the Nursing Workforce Shortage Within 5 Years. - Amanda L. Purnell, Priya Joshi, Blake Anderson, Cole Zanetti, Helga E. Rippen:
Yours, Mine, and Ours: Exploring When Your Data Becomes Health Data. - Angela Ross, Laila Rasmy, Degui Zhi, Kathleen McGrow:
Explainability versus Accuracy to Engender Trust. - Grace Terrell, William Hammond, Genie McPeek Hinz:
Humans vs Machines: Who Decides?
LIEAF
- Shun Ahmed, Yanwei Li, Jiayi Wu, Xiaohan Liu, Yuxin Huang, Travis Osterman:
Improving Biomedical Informatics Graduate Student Recruitment through a Structured Undergraduate Summer Internship Team-Based Experience. - Alyssa Chen, Benjamin Wang, Sherry Parker, Ashish Chowdary, Katherine Flannery, Mujeeb Basit:
A Student-led Clinical Informatics Enrichment Course for Medical Students. - Benjamin Collins:
Development of an Online Training Module on Algorithmic Bias in Health Care for Clinicians. - Sue S. Feldman:
Developing a Competency Based Curriculum for Health Informatics. - Cheryl A. Fisher, Barbara Van de Castle, Ronald Piscotty, Charlotte A. Seckman:
Teaching complex health informatics processes using mind mapping methodology and visualization to support doctoral student learning. - Julian Genkins, Dev Dash, Lillian Sung, Saurabh Gombar, Alison Callahan:
Real-World Data at the Point-of-Care: Exploring Education Needs Across All Stakeholders. - Julian Z. Genkins, Saurabh Gombar:
Designing and Evaluating a Curriculum to Prepare Graduate Medical Education Trainees to Interrogate Real-World Data at the Point-of-Care. - Saif Khairat, Josette Jones, Sue S. Feldman, Charlie Harp:
Reflections on Bachelor?s Education in Health Informatics. - Andrea M. Krussel, Aditi Gupta, Mary Kalantzis, Philip Payne, Bill Cope:
MedMap: A Concept Mapping Ontology Tool in the Health Sciences Classroom. - J. Edward Maddela, Charles Zeilman, Sonya Gonzalez, Katherine Gianola Greatwood:
Developing Health Informatics Professionals within a Large, Integrated Health System. - Hiral Master, Lina Sulieman, Paul A. Harris, Karthik Natarajan, Robert J. Carroll, Kayla Marginean, Kelsey R. Mayo, Aymone Kouame, Michael Lyons:
Self-paced Training Modality to Promote the Use of All of Us Researcher Workbench in Educational and Research Settings. - Jessica Osaze, Suzanne A. Boren:
Consumer Health Informatics: Identifying the Theories and Building the Evidence. - Jeffrey Pennington, Rose Hartman, Ashwini Davison, Ali Shokoufandeh, Joy Payton, Daniel Chen, André Dietrich:
Online education for data science: Opportunities and challenges. - Andrew B. Phillips, Margie Sipe, Mary Kennedy, Roberta Christopher:
A Multisite Assessment of Nursing Informatics Competencies ? Nursing Educator Knowledge, Employer Needs, Inconsistencies and Priorities Identified. - Akshay Ravi, Benjamin Weia, Matthew Sakumoto, Aris Oates, Xinran Liu:
Informatics Education for Non-Informaticists: an Unmet Need. - Rhonda Schoville, Yun Jiang:
Linking Informatics and Innovative Nursing Leader Training. - Heidi Twedt, Lisa Gillmeister, Jennifer Wrenn:
A Novel Approach to a Capstone Project Course for an Online Program. - Scott Vennemeyer, Danny T. Y. Wu, Andy Gao, Siyi Zhu, M. Des, Michelle I. Knopp, Eric Warm:
User-Centered Design and Agile Development of a Clinical Competency Assessment Dashboard for Internal Medicine Residents. - Danny T. Y. Wu:
Deploying and Validating a Portable Informatics Application to Track Resident Clinical Experience in a Pediatric Academic Medical Center.
Panel
- Julia Adler-Milstein, Michelle R. Hribar, Benjamin I. Rosner, Adam C. Dziorny, Mark V. Mai:
Using EHR Audit Logs to Generate Provider Digital Phenotypes and Understand User Behavior Across the Professional Spectrum. - Elena Agapie, Shefali Haldar, Terika McCall, Ari H. Pollack, Lauren Wilcox:
Advancing Equitable and Human-Centered Health Informatics Systems: Strategies for Effective Design and Research Collaborations. - Kimberly Albero, Christine Chang, Elise Robertson, Edwin A. Lomotan:
Need FAIR Evidence? Use CEDAR to Discover and Retrieve Research Findings. - Joel Andress, Juliet Rubini, John W. Loonsk, Ahlia Sekkarie, Bryn Rhodes:
Clinical Reporting: Where Could HL7® FHIR® Lead? - Natalie C. Benda, Marianne Sharko, Uday Suresh, Jessica S. Ancker:
Making Numbers Meaningful: Practical Lessons in Communicating Numbers to Patients and the Public. - Nicole M. Benson, Pamela Hoffman, Rabindra Tambyraja, Alisa B. Busch, Todd Peters:
21st Century Cures Act Information Sharing with Patients in Behavioral Health Settings. - Arlene Bierman, Helen Burstin, Tina Hernandez-Boussard, Maia Hightower, Nikhil Mull:
The Impact of Algorithms on Racial and Ethnic Disparities in Health and Healthcare. - Teresa Zayas-Cabán, Belinda Seto, Robert J. Carroll, Jon Duke, Viet Nguyen:
Harmonizing FHIR and Common Data Models Used in Research: Current State and a Path Forward. - Mera Choi, Stephanie Garcia, Kristen E. Miller, Rachael Whiteside, Donald W. Rucker, Anita Samarth:
Accelerating the Use of Standardized APIs: Consumer, Researcher, App Developer, and Provider Perspectives. - Christopher G. Chute, Susan H. Fenton, Mary H. Stanfill, Kathy L. Giannangelo:
Making a Case for Adoption of ICD-11 Morbidity Reporting in the U.S.: Multiple Perspectives. - Prashila Dullabh, Rina V. Dhopeshwarkar, Maysoun Freij, Aziz A. Boxwala, James Swiger:
Future Directions for Patient-Centered Clinical Decision Support: What Have We Learned and Where Do We Go Next? - Patricia C. Dykes, Sarah Collins Rossetti, Patricia Sengstack, Guilherme Del Fiol, David J. Albers:
Informatics Research and Implementation During COVID: Challenges, Opportunities and Recommendations for Building a Sustainable Infrastructure. - Christina Eldredge, Saif Khairat, Sue S. Feldman, Matthew Scotch:
Towards Standards for Undergraduate Health Informatics Education. - Marsha Fearing, Anna Dover:
The Technical and Ethical Complexities of Genomic EHR Integration. - Andrew I. Geller, Nadine Shehab, Rick Geimer, Yauheni Solad, Shuai Zheng, Dani Robinson-Holland:
Building the Evidence Base for Automating Public Health Surveillance through a Nationwide Medication Safety Surveillance Use Case. - Gamze Gürsoy, Bradley A. Malin, Erman Ayday, Ellen Wright Clayton:
How to Achieve Privacy in Large Diverse Health Systems. - Christopher A. Harle, Daniella Meeker, Shyam Visweswaran, Thomas R. Campion Jr., Boyd M. Knosp:
Delivering Real World Patient Data for Clinical and Translational Research: Approaches from Four Institutions. - Dawn M. Heisey-Grove, Douglas B. Fridsma, Katherine Feldman, Gerry Miller, Anita Samarth:
Modernizing Public Health Data: Novel Approaches and Where We Go Next. - William R. Hersh, Jessica Ancker, Robert Hoyt, Aditi Gupta:
Beyond Wrangling and Modeling: Data Science and Machine Learning Competencies and Curricula for The Rest of Us. - Jan Horsky, Vojtech Huser, Karina D'Angelo, Kyle Flickinger, Alexander Turchin:
Evidence in Clinical Practice Records: Gathering and Analysis of Real-World Data for Trials and Outcome Studies. - Pei-Yun S. Hsueh, Jessie Tenenbaum, Tiffany I. Leung, Ashley C. Griffin, Karmen S. Williams:
How to Thrive in AMIA and Beyond: What You Need to Know about Cross-Functional Leadership, Gender Representation, and Career Paths in Biomedical and Health Informatics. - Bradley E. Iott, Karis Grounds, Jessica Burnett, Matthew S. Pantell:
Advancing Health and Social Service Information Exchange: Cutting Edge Examples, Lessons Learned, and What More Needs to be Learned. - Catherine H. Ivory, Mollie R. Cummins, Robert Lucero:
Perspectives on Adoption of a Unique Identifier for Nurses. - Lolita Kachay, Chelsea Richwine, Emily Mitchell, Adrienne Paris:
Enhancing the Usability of Prescription Drug Monitoring Programs for Clinicians. - Kensaku Kawamoto, Guilherme Del Fiol, Polina V. Kukhareva, Douglas K. Martin, Roland E. Gamache:
Establishing a Multidisciplinary Initiative for Interoperable EHR Innovations at an Academic Medical Center: the University of Utah ReImagine EHR Experience. - Tsung-Ting Kuo, Xiaoqian Jiang, Hua Xu, Li Xiong, Lucila Ohno-Machado:
Existing and emerging privacy challenges and solutions for federated data coordination. - Adam B. Landman, Benjamin I. Rosner, Deepti Pandita, Gretchen Purcell Jackson, Holly Urban:
Cost or Revenue Center? How Clinical Informaticists Can Demonstrate Organizational ROI in Academic Medical Centers, Community Health Systems, and Industry. - Curtis P. Langlotz, Thomas Wang, Tina Hernandez-Boussard, Irene Dankwa-Mullan:
Implications of Data As a Public Good: Charting a Path Toward Diagnostic Excellence. - Leslie Lenert, Caitlin Allen, Elissa Levin, Kevin Hughes, Aziz A. Boxwala:
Building the Base for the Integration of Genomics to Advance Precision Medicine and Population Health: Lessons Learned from Diverse Partnerships to Support Population Wide Genomic Screening. - Wayne H. Liang, Evan Orenstein, Jeffrey Hoffman, Stephon Proctor, Lia McNeely:
Towards a Provider Builder Program Maturity Model to Empower Front-Line Clinicians in EHR Design. - Emily Madden, Valeria Butler, Carol DeFrances, Raymond J. King, Susan Lumsden:
Federal Initiatives to Increase Access to and Linkage of Longitudinal Data Sets to Enhance Data Capacity for Patient-Centered Outcomes Research. - Sabrina Mangal, Natalie C. Benda, Ruth Masterson Creber, Meghan Reading Turchioe, Adriana Arcia:
Putting the user back in user-centered design: Strategies for incorporating patient goals and values throughout the design of decision aids. - Michael E. Matheny, Art Sedrakyan, Omar Badawi, Danica Marinac-Dabic, Frederic S. Resnic:
Can Data Science Move Medical Device Surveillance Forward? Highlights of Solutions and Remaining Challenges in Real-World Evidence Generation. - Allison B. McCoy, Swaminathan Kandaswamy, Juan D. Chaparro, Sean Hernandez, Evan Orenstein:
Catastrophic Disaster Stories: Tales of CDS Gone Wrong and Lessons Learned. - Scott McGrath, Gretchen Purcell Jackson, Tiffany I. Leung, Felix Holl, Kate Fultz Hollis:
Working Remotely: Making Health Informatics Careers Work at a Distance. - Genevieve Melton-Meaux, Leslie Lenert, Michael J. Becich, Shawn N. Murphy, Thomas R. Campion Jr.:
Research Patient Data Repositories: Perspectives from JAMIA Special Issue Editors on the Next Generation of Multi-Institutional Data Sharing. - Maria D. Moen, Lynda Hoeksema, Lorraine Wickiser, Matt Elrod, Chris Pugliese, Jessica Skopac:
The Future is Now: Enabling Greater Post-Acute Care Interoperability (PACIO Project Update). - Mark A. Musen, Jiang Bian, Bruce Chorpita, Vimla Patel, Cui Tao:
Ontologies in the Behavioral Sciences: Accelerating Research and the Accessibility and Use of Knowledge. - Vaishali Patel, Julia Adler-Milstein, Chelsea Richwine, Sunny C. Lin, Brian E. Dixon:
Health Information Exchange to Advance Public Health Reporting during the Pandemic and Beyond. - Faisal Reza, Stuart Myerburg, Christine Miner, Elizabeth Hurley, Danielle Henderson, Paloma L. Hawry:
Evolution of Immunization Informatics Technical Standards for the COVID-19 Vaccination and Future Responses. - Robert S. Rudin, Gita Mody, Daniel Solomon, Ruth Masterson Creber, Adriana Arcia:
Using Electronic Patient-Reported Outcomes to Monitor Patients Between Visits: Tools and Lessons Across Four Medical Conditions. - Marianne Sharko, S. Trent Rosenbloom, Lina Sulieman, Christoph Lehmann, Jessica S. Ancker:
Primum non Nocere: Challenges and Strategies for Protecting Privacy for Adolescent Patients in the 21st Century Cures Act Setting. - Vignesh Subbian, Melissa D. Clarkson, Carolyn Petersen, Anthony Solomonides, Kenneth W. Goodman:
25 Years of ELSI in Biomedical and Health Informatics. - Meghan Reading Turchioe, Ruth Masterson Creber, Enid Montague, Natalie C. Benda:
Bioethics perspectives on the development of urgently needed informatics solutions to address rising maternal morbidity and mortality. - Anne M. Turner, George Demiris, Amanda Lazar, Jane Chung:
Designing Informatics Solutions for Older Adults with Cognitive Impairment: Responding to the Challenge. - Elizabeth E. Umberfield, Kenrick Cato, Gillian Strudwick, Victoria Tiase, Marisa Wilson:
Leveraging Informatics as Support for the Well-being of the Nursing Workforce. - Mark G. Weiner, Charles Bailey, Richard R. Moffitt, Shawn N. Murphy:
The Informatics of RECOVER: Understanding the Post Acute Sequelae of SARS-CoV-2 Infection. - Karmen S. Williams, Tiffany I. Leung, Deepti Pandita, Arlene E. Chung:
Challenges Faced by Women in Informatics: Can We Fix It? - Alicia Williamson, Marcy G. Antonio, Elaine C. Khoong, Lucy Gray, Jorge Rodriguez, Tiffany C. Veinot:
Human intermediaries as core infrastructure for addressing telehealth access inequities.
Paper
- Chen Bai, Ruben D. Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini:
Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults. - Katelyn K. Bechler, Nigam Shah:
Predicting patients who are likely to develop Lupus Nephritis of those newly diagnosed with Systemic Lupus Erythematosus. - Mandis Beigi, Afrah Shafquat, Jason G. Mezey, Jacob Aptekar:
Simulants: Synthetic Clinical Trial Data via Subject-Level Privacy-Preserving Synthesis. - Douglas S. Bell, Kevin M. Baldwin, Elijah J. Bell:
Characteristics of the National Applicant Pool for Clinical Informatics Fellowships (2018-2020). - Akiva Blickstein, Jordan Barbour, Eric S. Reich, Biplab Sudhin Bhattacharya:
Optimizing Bed Utilization for COVID-19 Patient Flow Protocols in a Behavioral Health Inpatient Facility using Discrete Event Simulation. - Victor A. Borza, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin:
A Representativeness-informed Model for Research Record Selection from Electronic Medical Record Systems. - Rajdeep Brar, Marsha Meytlis, Isabel Friedman, Nicholas Dacosta, Alexander Rimar, Jessica Cohen, Tara Liberman, Jamie S. Hirsch, Kevin Bock, Michael I. Oppenheim:
Automated Identification of Patients with Advanced Illness. - James Thomas Brown, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies. - Katherine A. Brown, Indra Neil Sarkar, Karen Crowley, Dilum P. Aluthge, Elizabeth S. Chen:
An Unsupervised Cluster Analysis of Post-COVID-19 Mental Health Outcomes and Associated Comorbidities. - Marissa Burgermaster, Madalyn Rosenthal, William M. Tierney, Brandon Altillo, Eric Nordquist, Christina Enriquez, Steven Andrews, Caroline Klatt, Grant Daniels:
Nutri: A Behavioral Science-Based Clinical Decision Support System for Chronic Disease Management. - Hannah A. Burkhardt, Megan Laine, Amanda Kerbrat, Trevor Cohen, Kate Comtois, Andrea L. Hartzler:
Identifying opportunities for informatics-supported suicide prevention: the case of Caring Contacts. - Tiffany J. Callahan, Adrianne L. Stefanski, Danielle Ostendorf, Jordan M. Wyrwa, Sara J. Deakyne Davies, George Hripcsak, Lawrence Hunter, Michael G. Kahn:
Characterizing Patient Representations for Computational Phenotyping. - Keith E. Campbell, Taima Gomez, Elizabeth D. Korte, Raja Arul Cholan, Robert Rehwoldt, Andrew K. Sills, Christine Spisla, Traci Hindman Robinson, Philip Meacham, Alicia Bracco, Peyton Marion, Stephen Powell, Diane Montella, Steven H. Brown:
Establishing Trust in Pharmaceutical Data with an Independent Verification and Validation Methodology. - Ho Yin Chan, Mei Liu:
Interpretable Sub-phenotype Identification in Acute Kidney Injury. - Eun Suk Chang, Javed Mostafa:
Cohort Identification from Free-Text Clinical Notes Using SNOMED CT's Hierarchical Semantic Relations. - Alyssa Chen, Marguerite Monogue, Mujeeb Basit:
A Large-Scale Retrospective Study on Thrombocytopenia Associated with Beta-Lactam Antibiotics. - Aokun Chen, Qian Li, Xing He, Michael Jaffee, William R. Hogan, Fei Wang, Yi Guo, Jiang Bian:
Impacts of Eligibility Criteria on Trial Participants' Age in Alzheimer's Disease Clinical Trials. - Jeeyae Choi, Charlotte Thompson:
Faculty Driven Virtual Reality (VR) Scenarios and Students Perception of Immersive VR in Nursing Education: A Pilot Study. - Michal Chorev, Vesna Resende Barros, Adam Spiro, Ella Evron, Ella Barkan, Oren Kagan, Mika Amit, Michal Ozery-Flato, Ayelet Akselrod-Ballin, Varda Shalev, Michal Rosen-Zvi, Michal Guindy:
Leveraging Comprehensive Health Records for Breast Cancer Risk Prediction: A Binational Assessment. - Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday:
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. - Arnab Dey, Mononito Goswami, Joo Heung Yoon, Gilles Clermont, Michael R. Pinsky, Marilyn Hravnak, Artur Dubrawski:
Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact. - Sirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu:
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning. - Saman Enayati, Slobodan Vucetic:
MERIT: Minimal SupErvision Through Label Augmentation For Biomedical RelatIon ExTraction. - Hao Fan, Kian-Huat Lim, Po-Yin Yen:
A Data-Driven Pipeline to Discover Treatment Variations and the Associated Contributing Factors Balanced with Optimal Granularity. - Davide Ferrari, Veronica Guidetti, Vasa Curcin, Yanzhong Wang:
Multi-objective Symbolic Regression to Generate Data-driven, Non-fixed Structure and Intelligible Mortality Predictors using EHR: Binary Classification Methodology and Comparison with State-of-the-art. - Meghal Gandhi, Lauren Daskivich, Omolola Ogunyemi:
DRRisk: A Web-based tool to Assess the Risk of Diabetic Retinopathy through Machine Learning on Electronic Health Records. - Grace Gao:
Developing and Evaluating a Diversity, Equity, and Inclusion Storytelling Model in Data Courses in an Academic Electronic Health Record. - Zhenxiang Gao, Rong Xu, Yiheng Pan, Pingjian Ding:
A knowledge graph-driven disease-gene prediction system using multi-relational graph convolution networks. - Vijay Gehlot, Elliot B. Sloane, Dominic King, Nilmini Wickramasinghe, Jonathan L. Schaffer:
Healthcare Optimization and Augmented Intelligence by Coupling Simulation & Modeling: An Ideal AI/ML Partnership for a Better Clinical Informatics. - Shantanu Ghosh, Zheng Feng, Jiang Bian, Kevin Butler, Mattia Prosperi:
DR-VIDAL - Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation.