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ORCIDAMIA 2020: Virtual Event, USA
- AMIA 2020, American Medical Informatics Association Annual Symposium, Virtual Event, USA, November 14-18, 2020. AMIA 2020
Panel
- Julia Adler-Milstein, Christian Rose, Michael D. Wang, Michelle R. Hribar, Adam Rule:
Audit Logs Offer New Insights into Care Processes and Outcomes. - Alexander V. Alekseyenko, Leslie A. Lenert:
Informatics Challenges of COVID-19 Crisis: A Comprehensive Response from An Academic Health System. - Natalie C. Benda, Meghan Reading Turchioe, Ruth Masterson Creber, Marianne Sharko, Jessica S. Ancker:
Data Sharing does not Equal Knowledge Sharing: Applying a Work Systems Perspective to Improve Communication of Health Data. - Steve Bernstein, Jerome A. Osheroff, Maria Michaels, Brian S. Alper, Blackford Middleton:
A Multi-Stakeholder Roadmap for Care Transformation - the AHRQ evidence-based Care Transformation Support (ACTS) Initiative. - Damian A. Borbolla, Catherine J. Staes, Laura K. Heermann Langford, Viet Nguyen:
Education on FHIR: multi-disciplinary perspectives to incorporate FHIR in health informatics training initiatives. - Aziz A. Boxwala, Matthew Burton, Hank Head, Vipul Kashyap, Kevin Larsen, Davide Sottara:
Can or Should a clinical SME author CDS Content? - Thomas R. Campion Jr., Fadia Shaya, Daniel Robins, Rachel Brody, Joseph Finkelstein:
Electronic Consenting to Catalyze Patient-Oriented Translational Clinical Research. - Robert J. Carroll, Kristin Wuichet, Charles Phillips, Michelle Holko, Allison P. Heath:
Curating Data and Communicating Quality for Impact in a FAIR World. - Kevin J. Chaney, Teresa Zayas-Cabán, Paul J. White:
Improving Access to Interoperable Data for Research. - Wendy W. Chapman, Adela Grando, Merida L. Johns, Guergana Savova, Maia Hightower:
Training Women for Leadership in Informatics and Digital Health: A Report from the Inaugural Women in AMIA Leadership Program. - Sarah Collins Rossetti, Amanda J. Moy, Min-Jeoung Kang, Jessica M. Schwartz, Kenrick Cato:
Mixed-Methods Approaches to Understanding, Measuring, and Reducing Clinical Documentation Burden. - Theresa Cullen, Felix Holl, Mengchun Gong, Andrew S. Kanter, Polun Chang:
Low-to-Middle-Income Country (LMIC) National and Regional Responses during Epidemic Situations and COVID-19: The Role of Informatics in Prevention, Preparation, Control, and Management. - Evelyn Gallego, Sarah C. DeSilvey, Joseph Lugo, Walter Suarez, Albert Taylor:
The Gravity Project: An SDOH Data Coding Collaborative. - Stephanie Garcia, Thomas George Kannampallil, James L. Hellewell, Viet Nguyen, Casey Thompson:
Generating Synthetic Health Data to Accelerate Patient-Centered Outcomes Research (PCOR) and Health Information Technology. - Justin Guinney, Subha Madhavan, Melissa A. Haendel, Alex H. Wagner, Ratna R. Thangudu:
Global research consortia and data harmonization projects drive the clinical interpretation of cancers. - Tina Hernandez-Boussard, Juan Antonio Lossio-Ventura, Ania Syrowatka, Wenyu Song, Patricia C. Dykes:
Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities. - William R. Hersh, Gretchen P. Jackson, Marc S. Williams, Colin G. Walsh, David A. Dorr:
Translational Research of Machine Learning and Artificial Intelligence Advances in Clinical Settings - Experiences and Challenges. - Pamela E. Hoffman, Emily C. Webber, John Scott, Jonathan D. Hron, Theresa Cullen:
Operationalizing Telehealth During the COVID-19 Outbreak. - John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek:
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. - George Hripcsak, David M. Blei, Elias Bareinboim, Martijn J. Schuemie, Linying Zhang:
Causal Inference from Observational Healthcare Data: Implications, Impacts and Innovations. - Chun-Ju (Janey) Hsiao, Danica Marinac-Dabic, Shin Kim, Angela Dobes, Susan Lumsden:
Innovative Tech Solutions Making Data More Accessible for Patient-Centered Research. - Pei-Yun Sabrina Hsueh, Jose F. Florez-Arango, Craig E. Kuziemsky, Christian Nøhr, Vimla L. Patel, Xinxin Zhu:
New Care Delivery Models for Critical Responses: Case Studies of E-enabled Patient-Provider Communication in Context. - Kensaku Kawamoto, Bryn Rhodes, Eugenia R. McPeek Hinz, Jana Malinowski, David Hurwitz:
Building on Success: Standards-Based Decision Support in Commercial EHRs. - Gilad J. Kuperman, Andrew Wagner, Everett Weiss, Catherine M. DesRoches:
Sharing Clinical Documentation with Patients in Oncology Settings. - Steven E. Labkoff, Leon Rozenblit, Alexander Elbert, Rimma Belenkaya:
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. - Tiffany I. Leung, Jessica S. Ancker, James J. Cimino, Hillary Ross, Huanmei Wu:
An Unseen Art: Writing Letters of Support and Nomination to Promote Diversity, Equity, and Inclusion in Informatics. - Ron C. Li, Naveen Muthu, Margaret Smith, Swaminathan Kandaswamy, Jonathan H. Chen:
It's not just a last mile problem: Partnering with process improvement and human factors to integrate machine learning into healthcare delivery. - Hongfang Liu, Xiaoqian Jiang, Serguei V. S. Pakhomov, Chunhua Weng, Hua Xu:
The Open Health Natural Language Processing Collaboratory. - Michael E. Matheny, Stephen L. Luther, William T. Roddy, Cynthia Brandt, Joseph J. Erdos:
Pain Management Collaboratory Coordinating Center (PMC3): Insights from Multiple Work Groups for Clinical Research Informatics Support. - Allison B. McCoy, Sayon Dutta, David M. Rubins, Marc Tobias, Adam Wright:
Data-Driven Approaches for Improving Clinical Decision Support Across Multiple Healthcare Organizations. - Stéphane M. Meystre, Jonathan C. Silverstein, Guergana Savova, Valentina Petkov, Bradley A. Malin:
De-Identification of Clinical Text: Stakeholders' Perspectives and Acceptance of Automatic De-Identification. - Timothy A. Miller, Dmitriy Dligach, Fei Wang, Yuqi Si, Funda Meric-Bernstam:
Learning Patient Representations from Electronic Health Records across Diverse Data Types. - Jenna M. Norton, Alyson Goodman, Maria Michaels, Richard A. Taylor, Aldren Gonzales:
Harnessing the Potential of Electronic Health Records for Patient-Centered Outcomes Research. - Evan W. Orenstein, Juan D. Chaparro, Emily C. Webber, Naveen Muthu:
Clinical Decision Support for Health Maintenance Interventions in Acute Care Settings: Three Approaches to Promoting Influenza Vaccine. - Vaishali Patel, Julia Adler-Milstein, Jordan Everson, David Kendrick, Michael Berry:
The Role of Health Information Exchange Organizations in Enabling Exchange at the Regional, State and National Level. - Samantha I. Pitts, Michelle Chui, Charlie Oltman, Tolu Akinwale:
Implementation of Electronic Prescription Cancellation: A Tale of Two Health Systems, a Retail Pharmacy, and the Evolution of the CancelRx Standard. - Meghan Reading Turchioe, Natalie C. Benda, Lisa Grossman Liu, Fei Wang, Kristen E. Miller:
Designing a window into the "black box": User-centered design for improving interpretability of predictive models. - Faisal Reza, Pradeep Podila, Mayer Antoine, Saugat Karki, Adebowale Ojo:
Info-Aids: Service-learning through short-term informatics technical assistance projects in federal, state, local, territorial, and global settings. - Joshua E. Richardson, Ashley W. Smith, Andrea L. Cheville, Michael Bass, Michael J. Hassett:
Early Experiences of the Cancer Moonshot's IMPACT Consortium in Implementing Patient Reported Outcomes for Cancer Symptom Management. - Anita Samarth, Kevin Chaney, Dave Levin, Adam White, Ricky Sahu:
API Connectivity: Real-World Uses and Implementation Experiences in using APIs and Third-party Apps for Data Exchange and Research. - Elisabeth L. Scheufele, Marion J. Ball, Jason Cooper, Judy Murphy, Matvey B. Palchuk:
Career Pathways in Industry for Biomedical Informaticians. - Titus K. Schleyer, Maia Hightower, Christopher A. Harle, Adam B. Landman, Robert S. Rudin:
Healthcare Delivery Systems, EHRs, and the Future of an App-based Ecosystem: Old Wine in New Bottles? - Neel A. Shimpi, Karmen S. Williams, Alexander V. Alekseyenko:
Actionable Opportunities for Improving Opioid Prescribing through Use of Informatics. - Azadeh Shoaibi, Hui-Lee Wong, Christian Reich, Keran Moll, Tina Hernandez-Boussard:
The Food and Drug Administration (FDA) Center for Biologics Evaluation and Research (CBER) Biologics Effectiveness and Safety (BEST) Initiative: How Informatics Can Assist the Secondary Use of Electronic Health Records to Inform Regulatory Decisions. - Donghua Tao, Duo Helen Wei, Margarita Sordo:
Evidence-based Work-Life Balance Needs and Suggested Solutions from Career Lifecycle, Gender and Ethnicity, and Managerial Perspectives. - Robin C. Vanderpool, April Oh, Roxanne E. Jensen, Urmimala Sarkar, Tina Hernandez-Boussard:
Navigating the National Cancer Institute Grants Process: A Primer for Informatics Researchers. - Nicole Gray Weiskopf, Melody L. Greer, Karthik Natarajan, Caroline A. Thompson, Harold P. Lehmann:
Bias in the Reuse and Analysis of Electronic Health Record Data. - Yiye Zhang, Jonathan H. Chen, Adam Wright, Jessica S. Ancker, Marc Tobias:
Data-Driven Clinical Decision Support for Computerized Physician Order Entry: Development, Evaluation, and Implementation.
Paper
- Aastha, Pengyu Huang, Yan Liu:
DeepCompete: A deep learning approach to competing risks in continuous-time domain. - Gregory L. Alexander, Riley Harrell, Sue Shumate, Mason Rothert, Amy A. Vogelsmeier, Lori L. Popejoy, Marilyn Rantz:
To Text or Not to Text? That is the Question. - Fatemeh Amrollahi, Supreeth P. Shashikumar, Fereshteh Razmi, Shamim Nemati:
Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis. - Vibha Anand, Erhan Bilal, Bryan Ho:
Towards motor evaluation of Parkinson's Disease Patients using wearable inertial sensors. - Natalie C. Benda, George Alexopoulos, Patricia Marino, Jo Anne Sirey, Dimitris Kiosses, Jessica S. Ancker:
The Age Limit Does Not Exist: A Pilot Usability Assessment of a SMS-Messaging and Smartwatch-Based Intervention for Older Adults with Depression. - Gregorio Bernabé, José D. Casanova, Guillem Casas, Josefa González-Carrillo:
A highly accurate method for quantifying LVNC cardiomyophaty. - Suzanne V. Blackley, Erin MacPhaul, Bianca Martin, Wenyu Song, Joji Suzuki, Li Zhou:
Using Natural Language Processing and Machine Learning to Identify Hospitalized Patients with Opioid Use Disorder. - Anusha Bompelli, Jianfu Li, Yiqi Xu, Nan Wang, Yanshan Wang, Terrence J. Adam, Zhe He, Rui Zhang:
Deep Learning Approach to Parse Eligibility Criteria in Dietary Supplements Clinical Trials Following OMOP Common Data Model. - Francesca Bonin, Martin Gleize, Yufang Hou, Debasis Ganguly, Ailbhe Finnerty, Charles Jochim, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Susan Michie:
Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case Study in Smoking Cessation. - Katherine A. Brown, Indra Neil Sarkar, Elizabeth S. Chen:
Mental Health Comorbidity Analysis in Pediatric Patients with Autism Spectrum Disorder Using Rhode Island Medical Claims Data. - Ryan S. Buckland, Joseph W. Hogan, Elizabeth S. Chen:
Selection of Clinical Text Features for Classifying Suicide Attempts. - Alex M. Butler, Junghwan Lee, Yat S. So, Linda Busacca, Karen Marder, Henry N. Ginsberg, Dianne Frederick, Ismael Castaneda, Elizabeth Guerrido, Chunhua Weng:
Impact of IMPACT: Longitudinal Analysis of an Integrated Participant Scheduling System in a Clinical Research Setting. - Jimmy Chen, Isaac H. Goldstein, Wei-Chun Lin, Michael F. Chiang, Michelle R. Hribar:
Application of Machine Learning to Predict Patient No-Shows in an Academic Pediatric Ophthalmology Clinic. - Aliasgar Z. Chittalia, Heather L. Marney, Spencer Tavares, Leyla B. Warsame, Arthur W. Breese, Dawn L. Fisher, Michael E. Stoppie, D. Coen, Kim Zikowski, Andrea W. Shapiro, David K. Vawdrey:
Bringing Cultural Competency to the EHR: Lessons Learned Providing Respectful, Quality Care to the LGBTQ Community. - James J. Cimino, Heather D. Martin, Tiago K. Colicchio:
Capturing Clinician Reasoning in Electronic Health Records: An Exploratory Study of Under-Treated Essential Hypertension. - Tiago K. Colicchio, Pavithra I. Dissanayake, James J. Cimino:
The anatomy of clinical documentation: an assessment and classification of narrative note sections format and content. - Aaron S. Coyner, Jimmy Chen, John Peter Campbell, Susan Ostmo, Praveer Singh, Jayashree Kalpathy-Cramer, Michael F. Chiang:
Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity. - Surabhi Datta, Jordan Godfrey-Stovall, Kirk Roberts:
RadLex Normalization in Radiology Reports. - Yi Deng, Xiaoqian Jiang, Qi Long:
Privacy-Preserving Methods for Vertically Partitioned Incomplete Data. - Paul R. Dexter, Randall W. Grout, Peter J. Embí:
Transforming primary medical research knowledge into clinical decision support rules. - Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Chandramouli Maduri, Daby Sow, Zachary Shahn:
Finding Causal Mechanistic Drug-Drug Interactions from Observational Data. - Franck Diaz-Garelli, Kristin M. Lenoir, Brian Wells:
Catch Me if You Can: Acute Events Hidden in Structured Chronic Disease Diagnosis Descriptions Show Detectable Recording Patterns in EHR. - Xiruo Ding, Trevor A. Cohen:
Retrofitting Vector Representations of Adverse Event Reporting Data to Structured Knowledge to Improve Pharmacovigilance Signal Detection. - Rui Duan, Zhaoyi Chen, Jiayi Tong, Chongliang Luo, Tianchen Lyu, Cui Tao, Demetrius Maraganore, Jiang Bian, Yong Chen:
Leverage Real-World Longitudinal Data in Large Clinical Research Networks for Alzheimer's Disease and Related Dementia (ADRD). - Benjamin J. Duncan, Alexandra Kassis, David R. Kaufman, Adela Grando, Lu Zheng, Richard Helmers, Karl A. Poterack, Tim Miksch, Bradley N. Doebbeling:
We're Lost, But We are Making Good Time: Navigating Complex Pathways in a Patient-Order Management Task. - Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar:
Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. - Yingxuan Eng, Xiaohui Yao, Kefei Liu, Shannon L. Risacher, Andrew J. Saykin, Qi Long, Yize Zhao, Li Shen:
Polygenic mediation analysis of Alzheimer's disease implicated intermediate amyloid imaging phenotypes. - Fatemeh Fahimi, Yang Guo, Shao Chuen Tong, Angela Ng, Hwee Koon, Sharon Ong, Yu Bing, Bryan Choo, Weiling Huang, Sheldon Lee Shao Guang, Savitha Ramasamy, Wai Leng Chow, Hong Choon Oh, Pavitra Krishnaswamy:
A Vital Signs Telemonitoring Programme Improves the Dynamic Prediction of Readmission Risk in Patients with Heart Failure. - Hammad Farooq, Junaid S. Niaz, Saira Fakhar, Hammad Naveed:
Leveraging digital media data for pharmacovigilance. - Vanessa C. Ferreira, Vládia C. Pinheiro:
SpiNet - A FrameNet-like Schema for Automatic Information Extraction about Spine from Scientific Papers. - Jay D. S. Franklin, Shruthi Chari, Morgan Foreman, Oshani Seneviratne, Daniel M. Gruen, Jamie P. McCusker, Amar K. Das, Deborah L. McGuinness:
Knowledge Extraction of Cohort Characteristics in Research Publications. - Maryam Y. Garza, Michael W. Rutherford, Sahiti Myneni, Susan H. Fenton, Anita Walden, Umit Topaloglu, Eric L. Eisenstein, Karan R. Kumar, Kanecia Zimmerman, Mitra Rocca, Scott Gordon, Sam Hume, Zhan Wang, Meredith N. Zozus:
Evaluating the Coverage of the HL7® FHIR® Standard to Support eSource Data Exchange Implementations for use in Multi-Site Clinical Research Studies. - James Geller, Yarou Ding:
Desiderata for High Quality AMIA Presentation Files. - Bernard Gibaud, Marine Brenet, Guillaume Pasquier, Alex Vergara Gil, Manuel Bardies, John Stratakis, John Damilakis, Nicolas van Dooren, Joël Spaltenstein, Osman Ratib:
A semantic database for integrated management of image and dosimetric data in low radiation dose research in medical imaging. - Ilana Graetz, Jie Huang, Emilie Muelly, Anjali Gopalan, Mary E. Reed:
Patient choice of telemedicine increases timeliness of primary care visits. - Ashley C. Griffin, Zhaopeng Xing, Saif Khairat, Yue Wang, Stacy Bailey, Jaime Arguello, Arlene E. Chung:
Conversational Agents for Chronic Disease Self-Management: A Systematic Review. - Yi Guo, Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang, Zhaoyi Chen, Merry J. Markham, François Modave, Mengjun Xie, William R. Hogan, Christopher A. Harle, Elizabeth Shenkman, Jiang Bian:
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups. - Shefali Haldar, Maher Khelifi, Sonali R. Mishra, Calvin R. Apodaca, Erin Beneteau, Ari H. Pollack, Wanda Pratt:
Designing Inpatient Portals to Support Patient Agency and Dynamic Hospital Experiences. - Daniel R. Harris, Darren W. Henderson, Alexandria Corbeau:
Improving the Utility of Tobacco-Related Problem List Entries Using Natural Language Processing. - Lu He, Changyang He, Yue Wang, Zhaoxian Hu, Kai Zheng, Yunan Chen:
What Do Patients Care About? Mining Fine-grained Patient Concerns from Online Physician Reviews Through Computer-Assisted Multi-level Qualitative Analysis. - Linh K. Hoang, Richard D. Boyce, Nigel Bosch, Britney Stottlemyer, Mathias Brochhausen, Jodi Schneider:
Automatically classifying the evidence type of drug-drug interaction research papers as a step toward computer supported evidence curation. - Chad M. Hodge, Scott P. Narus, Gregory J. Stoddard:
Developing and Validating a Model for Detecting Longitudinal Inconsistencies in the Electronic Problem List. - Michelle R. Hribar, Haley Dusek, Isaac Goldstein, Adam Rule, Michael F. Chiang:
Methods for Large-Scale Quantitative Analysis of Scribe Impacts on Clinical Documentation. - Bradley E. Iott, Cassandra Eddy, Cristian Casanova, Tiffany C. Veinot:
More than a Database: Understanding Community Resource Referrals within a Socio-Technical Systems Framework. - Ashutosh Jadhav, Ken C. L. Wong, Joy T. Wu, Mehdi Moradi, Tanveer F. Syeda-Mahmood:
Combining Deep Learning and Knowledge-driven Reasoning for Chest X-Ray Findings Detection. - Adriana Johnson, Gregory F. Cooper, Shyam Visweswaran:
Patient-Specific Modeling with Personalized Decision Paths. - Barrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen:
Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. - Rishikesan Kamaleswaran, Jiaoying Lian, Dong-Lien Lin, Himasagar Molakapuri, Sri Manikanth Nunna, Parth Shah, Shiv Dua, Rema Padman:
Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms. - Yanni Kang, Xiaoyu Jia, Yiying Hu, Jianying Guo, Xiang Li, Guo Tong Xie, Kaifei Wang:
A Clinically Practical and Interpretable Deep Model for ICU Mortality Prediction with External Validation. - Sotiris Karagounis, Indra Neil Sarkar, Elizabeth S. Chen:
Coding Free-Text Chief Complaints from a Health Information Exchange: A Preliminary Study. - Youngjun Kim, Paul M. Heider, Stéphane M. Meystre:
Comparative Study of Various Approaches for Ensemble-based De-identification of Electronic Health Record Narratives. - Zfania Tom Korach, Sharmitha Yerneni, Jonathan Einbinder, Carl Kallenberg, Li Zhou:
Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning. - Bum Chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand:
Modeling Disease Progression Trajectories from Longitudinal Observational Data. - Jiaying Lai, Indra Neil Sarkar:
A Phylogenetic Approach to Analyze the Conservativeness of BRCA1 and BRCA2 Mutations. - Robert F. Lario, Steve Hasely, Stephen White, Karen Eilbeck, Richard Soley, Stan Huff, Kensaku Kawamoto:
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. - Siang Hao Lee:
Establish a Real-time Responsible Home Quarantine and Monitoring Management mHealth Platform. - Lena Leszinsky, Sherrie Xie, Avantika Diwadkar, Rebecca Greenblatt, Rebecca A. Hubbard, Blanca E. Himes:
Impact of Individual versus Geographic-Area Measures of Socioeconomic Status on Health Associations Observed in the Behavioral Risk Factor Surveillance System. - Qian Li, Yi Guo, Zhe He, Hansi Zhang, Thomas J. George, Jiang Bian:
Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria: a case study on Alzheimer's Disease and Donepezil. - Ying Li, Bin Liu, Vibha Anand, Markus Lundgren, Kenney Ng, Marian Rewers, Riitta Veijola, Mohamed F. Ghalwash:
Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology. - Yingxue Li, Tingyu Chen, Tiange Chen, Xiang Li, Caihong Zeng, Zhihong Liu, Guotong Xie:
An Interpretable Machine Learning Survival Model for Predicting Long-term Kidney Outcomes in IgA Nephropathy.