| # | Title | Journal | Year | Citations |
|---|
|
| 1 | tableone: An open source Python package for producing summary statistics for research papers | JAMIA Open | 2018 | 120 |
| 2 | Making connections: nationwide implementation of video telehealth tablets to address access barriers in veterans | JAMIA Open | 2019 | 114 |
| 3 | Beyond novelty effect: a mixed-methods exploration into the motivation for long-term activity tracker use | JAMIA Open | 2019 | 90 |
| 4 | Patient-generated health data management and quality challenges in remote patient monitoring | JAMIA Open | 2019 | 85 |
| 5 | Evaluating artificial intelligence in medicine: phases of clinical research | JAMIA Open | 2020 | 85 |
| 6 | Accrual to Clinical Trials (ACT): A Clinical and Translational Science Award Consortium Network | JAMIA Open | 2018 | 84 |
| 7 | The electronic elephant in the room: Physicians and the electronic health record | JAMIA Open | 2018 | 83 |
| 8 | Provider perspectives on the integration of patient-reported outcomes in an electronic health record | JAMIA Open | 2019 | 69 |
| 9 | Stigma, biomarkers, and algorithmic bias: recommendations for precision behavioral health with artificial intelligence | JAMIA Open | 2020 | 67 |
| 10 | Health IT, hacking, and cybersecurity: national trends in data breaches of protected health information | JAMIA Open | 2018 | 62 |
| 11 | Machine learning for early detection of sepsis: an internal and temporal validation study | JAMIA Open | 2020 | 61 |
| 12 | A virtual molecular tumor board to improve efficiency and scalability of delivering precision oncology to physicians and their patients | JAMIA Open | 2019 | 57 |
| 13 | Disparities in telephone and video telehealth engagement during the COVID-19 pandemic | JAMIA Open | 2021 | 57 |
| 14 | A global federated real-world data and analytics platform for research | JAMIA Open | 2023 | 54 |
| 15 | Overcoming barriers to the adoption and implementation of predictive modeling and machine learning in clinical care: what can we learn from US academic medical centers? | JAMIA Open | 2020 | 53 |
| 16 | The fifth vital sign? Nurse worry predicts inpatient deterioration within 24 hours | JAMIA Open | 2019 | 52 |
| 17 | Use of machine learning in geriatric clinical care for chronic diseases: a systematic literature review | JAMIA Open | 2020 | 52 |
| 18 | Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review | JAMIA Open | 2021 | 51 |
| 19 | Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts | JAMIA Open | 2021 | 49 |
| 20 | Patient-generated health data and electronic health record integration: a scoping review | JAMIA Open | 2021 | 49 |
| 21 | Documenting social determinants of health-related clinical activities using standardized medical vocabularies | JAMIA Open | 2019 | 46 |
| 22 | Electronic health record (EHR) training program identifies a new tool to quantify the EHR time burden and improves providers’ perceived control over their workload in the EHR | JAMIA Open | 2019 | 42 |
| 23 | Using natural language processing to construct a metastatic breast cancer cohort from linked cancer registry and electronic medical records data | JAMIA Open | 2019 | 41 |
| 24 | Predictive modeling in urgent care: a comparative study of machine learning approaches | JAMIA Open | 2018 | 39 |
| 25 | Using word embeddings to expand terminology of dietary supplements on clinical notes | JAMIA Open | 2019 | 39 |
| 26 | Developing a scalable FHIR-based clinical data normalization pipeline for standardizing and integrating unstructured and structured electronic health record data | JAMIA Open | 2019 | 39 |
| 27 | Weakly supervised natural language processing for assessing patient-centered outcome following prostate cancer treatment | JAMIA Open | 2019 | 38 |
| 28 | Evaluation of an artificial intelligence clinical trial matching system in Australian lung cancer patients | JAMIA Open | 2020 | 38 |
| 29 | The case for open science: rare diseases | JAMIA Open | 2020 | 36 |
| 30 | Spot the difference: comparing results of analyses from real patient data and synthetic derivatives | JAMIA Open | 2021 | 36 |
| 31 | A systematic review of the use of the electronic health record for patient identification, communication, and clinical support in palliative care | JAMIA Open | 2018 | 33 |
| 32 | Heterogeneity introduced by EHR system implementation in a de-identified data resource from 100 non-affiliated organizations | JAMIA Open | 2019 | 33 |
| 33 | Establishing a multidisciplinary initiative for interoperable electronic health record innovations at an academic medical center | JAMIA Open | 2021 | 33 |
| 34 | Multi-perspective predictive modeling for acute kidney injury in general hospital populations using electronic medical records | JAMIA Open | 2019 | 32 |
| 35 | Identification of social determinants of health using multi-label classification of electronic health record clinical notes | JAMIA Open | 2021 | 32 |
| 36 | Natural language processing and recurrent network models for identifying genomic mutation-associated cancer treatment change from patient progress notes | JAMIA Open | 2019 | 31 |
| 37 | A probabilistic disease progression modeling approach and its application to integrated Huntington’s disease observational data | JAMIA Open | 2019 | 30 |
| 38 | Immunotherapy-related adverse events (irAEs): extraction from FDA drug labels and comparative analysis | JAMIA Open | 2019 | 30 |
| 39 | Natural language processing for abstraction of cancer treatment toxicities: accuracy versus human experts | JAMIA Open | 2021 | 29 |
| 40 | Predicting 72-hour and 9-day return to the emergency department using machine learning | JAMIA Open | 2019 | 28 |
| 41 | Implementing a hash-based privacy-preserving record linkage tool in the OneFlorida clinical research network | JAMIA Open | 2019 | 28 |
| 42 | The REDCap Mobile Application: a data collection platform for research in regions or situations with internet scarcity | JAMIA Open | 2021 | 28 |
| 43 | Evaluating the utility of synthetic COVID-19 case data | JAMIA Open | 2021 | 28 |
| 44 | Veterinary informatics: forging the future between veterinary medicine, human medicine, and One Health initiatives—a joint paper by the Association for Veterinary Informatics (AVI) and the CTSA One Health Alliance (COHA) | JAMIA Open | 2020 | 26 |
| 45 | Citizen science to further precision medicine: from vision to implementation | JAMIA Open | 2020 | 26 |
| 46 | Biomedical REAl-Time Health Evaluation (BREATHE): toward an mHealth informatics platform | JAMIA Open | 2020 | 26 |
| 47 | Machine learning–based prediction of health outcomes in pediatric organ transplantation recipients | JAMIA Open | 2021 | 25 |
| 48 | Use of patient-generated health data across healthcare settings: implications for health systems | JAMIA Open | 2020 | 25 |
| 49 | Primary care telemedicine during the COVID-19 pandemic: patient’s choice of video versus telephone visit | JAMIA Open | 2022 | 25 |
| 50 | Engaging users in the design of an mHealth, text message-based intervention to increase physical activity at a safety-net health care system | JAMIA Open | 2019 | 24 |
