| 2020 | Identification of Gout Flares in Chief Complaint Text Using Natural Language Processing. | John D. Osborne, James S. Booth, Tobias O'Leary, Amy Mudano, Giovanna Rosas, Phillip Foster, Kenneth Saag, Maria I. Danila |
| 2020 | Defining a Cohort of Patients with Multifocal Breast Cancer in Medical Records. | Julia A. O'Rourke, John E. Doole, Cindy Liu, Matvey B. Palchuk |
| 2020 | Clinical Decision Support for Health Maintenance Interventions in Acute Care Settings: Three Approaches to Promoting Influenza Vaccine. | Evan W. Orenstein, Juan D. Chaparro, Emily C. Webber, Naveen Muthu |
| 2020 | Normalized EHR-Use Metrics Across a Large Healthcare System: Feasibility and Preliminary Results. | Shawn Y. Ong, Vimig Socrates, Bidisha Nath, Christine A. Sinsky, Edward R. Melnick |
| 2020 | Topic Modeling in Opioid Dependence Treatment Reviews. | Seyedeh Samaneh Omranian, Susan McRoy |
| 2020 | Predicting Retention-in-care for PLWH in South Carolina by Integration of Clinical Care and Social Care Data and Machine Learning. | Bankole Olatosi, Xiaowen Sun, Jiajia Zhang, Chen Liang, Xiaoming Li |
| 2020 | Automated Diagnosis Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural Networks. | Edidiong Okon, Lingyun Shi, Rich Tsui |
| 2020 | Feature Importance Determination of a Diabetes Risk Classification Model. | Adetomiwa O. Oguntuga, Jordan Overcash, Gaurika Tyagi, Nam Nguyen |
| 2020 | Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning. | William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott, Charity Wayua, Komminist Weldemariam, Claire-Helene Mershon, Nosa Orobaton |
| 2020 | Using participatory design research to inform clinical decision-making. | Bruna Oewel, Kelly Murdoch-Kitt, Michael P. Dorsch |
| 2020 | Search for preventive drugs for doxorubicin-induced cardiomyopathy using medical big data. | Yuuki Nounin, Yoshito Zamami, Takahiro Niimura, Mitsuhiro Goda, Masayuki Chuma, Yuki Izawa-Ishizawa, Keisuke Ishizawa |
| 2020 | Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care Processes. | Morteza Noshad, Christian Rose, Robert Thombley, Jonathan Chiang, Conor K. Corbin, Minh Nguyen, Vincent X. Liu, Julia Adler-Milstein, Jonathan H. Chen |
| 2020 | Harnessing the Potential of Electronic Health Records for Patient-Centered Outcomes Research. | Jenna M. Norton, Alyson Goodman, Maria Michaels, Richard A. Taylor, Aldren Gonzales |
| 2020 | Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHR. | Kim Nolen, Marianna Bruno, Joshua Mitchell, Thomas George Kannampallil, Casey Reed, Mohammad Ateya, Sherry Lassa-Claxton, Michelle Holtman, Ahsan Huda |
| 2020 | Building an Automated Orofacial Pain, Headache and Temporomandibular Disorder Diagnosis System. | Luciano Nocera, Anette P. Vistoso Monreal, Yuya Yoshida, Yuka Abe, Chukwudubem Nwoji, Glenn T. Clark |
| 2020 | Crowd-Diagnosis: When the Public Turns to Social Media to Obtain Clinical Diagnoses. | Alicia L. Nobles, Eric C. Leas, Mark Dredze, Christopher A. Longhurst, Davey Smith, John W. Ayers |
| 2020 | Building a Graph Representation of LOINC to Facilitate its Alignment to French Terminologies. | Jean Nol Nikiema, Fleur Mougin, Vianney Jouhet |
| 2020 | A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia. | Giovanna Nicora, Riccardo Bellazzi |
| 2020 | Derivation and Validation of Vasoactive-Inotrope Score Trajectory Groups in Critically Ill Children. | Elitsa Nicolaou, L. Nelson Sanchez-Pinto |
| 2020 | Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer's Disease. | Reyhaneh Mogharab Nia, Janusz Wojtusiak |
| 2020 | Assessing the Quality of Electronic Data for 'Fit-for-Purpose' by Utilizing Data Profiling Techniques Prior to Conducting a Survival Analysis for Adults with Acute Lymphoblastic Leukemia. | Victoria Ngo, Theresa H. Keegan, Brian A. Jonas, Mike Hogarth, Katherine K. Kim |
| 2020 | Ambiguity in Medical Concept Normalization: An Analysis of Types and Coverage in Electronic Health Record Datasets. | Denis R. Newman-Griffis, Guy Divita, Bart Desmet, Ayah Zirikly, Carolyn P. Ros, Eric Fosler-Lussier |
| 2020 | Task-Specific Ontology Generation for NLP-Based Phenotype Extraction. | Anastasia Navitski, Piyush Goyal, Salma Ahsanuddin, Manik Uppal, Simon Mantha, Serena Zheng, Erel Joffe |
| 2020 | Prospective Randomized Trial of Telemedicine-based Collaborative Care Using A Prefectural Medical Information Network System. | Masaharu Nakayama, Ryusuke Inoue, Hiroaki Shimizu |
| 2020 | Evaluating Commercially Available Mobile Apps for Depression Self-Management. | Annie C. Myers, Lewis Chesebrough, Ruixuan Hu, Meghan Reading Turchioe, Jyotishman Pathak, Ruth Masterson Creber |