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| 37669138 | A framework for understanding label leakage in machine learning for health care. | J Am Med Inform Assoc | 2023 |
| 37580635 | Challenges and Opportunities for Secondary Use of Observational Data Following an EHR Transition. | J Gen Intern Med | 2023 |
| 37798822 | Genetic Inhibition of APOL1 Pore-Forming Function Prevents APOL1-Mediated Kidney Disease. | J Am Soc Nephrol | 2023 |
| 37476591 | Novel integration of governmental data sources using machine learning to identify super-utilization among U.S. counties. | Intell Based Med | 2023 |
| 36702340 | Predictors, Disparities, and Facility-Level Variation: SGLT2 Inhibitor Prescription Among US Veterans With CKD. | Am J Kidney Dis | 2023 |
| 36470694 | Development and validation of models for detection of postoperative infections using structured electronic health records data and machine learning. | Surgery | 2023 |
| 37041457 | Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance. | BMC Med Res Methodol | 2023 |
| 37224985 | The Association of Organizational Readiness With Lung Cancer Screening Utilization. | Am J Prev Med | 2023 |
| 35322668 | Information Extraction From Electronic Health Records to Predict Readmission Following Acute Myocardial Infarction: Does Natural Language Processing Using Clinical Notes Improve Prediction of Readmission? | J Am Heart Assoc | 2022 |
| 35909993 | Evaluation of intervertebral body implant performance using active surveillance of electronic health records. | BMJ Surg Interv Health Technol | 2022 |
| 35796212 | Development and Validation of a Personalized Model With Transfer Learning for Acute Kidney Injury Risk Estimation Using Electronic Health Records. | JAMA Netw Open | 2022 |
| 35413280 | The Association of Health Care System Resources With Lung Cancer Screening Implementation: A Cohort Study. | Chest | 2022 |
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| 36713769 | Meeting the Moment: Addressing Barriers and Facilitating Clinical Adoption of Artificial Intelligence in Medical Diagnosis. | NAM Perspect | 2022 |
| 33523335 | Facility-Level Variation in Reported Statin-Associated Side Effects Among Patients with Atherosclerotic Cardiovascular Disease-Perspective from the Veterans Affair Healthcare System. | Cardiovasc Drugs Ther | 2022 |
| 35308988 | Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports. | AMIA Annu Symp Proc | 2022 |
| 34791412 | Optimizing the Impact of Pragmatic Clinical Trials for Veteran and Military Populations: Lessons From the Pain Management Collaboratory. | Mil Med | 2022 |
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| 35176872 | Ankle- and Toe-Brachial Index for Peripheral Artery Disease Identification: Unlocking Clinical Data Through Novel Methods. | Circ Cardiovasc Interv | 2022 |
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| 35419531 | Validating a Computable Phenotype for Nephrotic Syndrome in Children and Adults Using PCORnet Data. | Kidney360 | 2021 |
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| 34111501 | Comparison of COVID-19 versus influenza on the incidence, features, and recovery from acute kidney injury in hospitalized United States Veterans. | Kidney Int | 2021 |
| 33895824 | Enhancing trust in AI through industry self-governance. | J Am Med Inform Assoc | 2021 |
| 34051088 | Privacy-protecting, reliable response data discovery using COVID-19 patient observations. | J Am Med Inform Assoc | 2021 |
| 34272262 | Characteristics and Outcomes of Over 300,000 Patients with COVID-19 and History of Cancer in the United States and Spain. | Cancer Epidemiol Biomarkers Prev | 2021 |
| 34267326 | Characteristics and outcomes of 627 044 COVID-19 patients living with and without obesity in the United States, Spain, and the United Kingdom. | Int J Obes (Lond) | 2021 |
| 34042996 | Association of Wearable Device Use With Pulse Rate and Health Care Use in Adults With Atrial Fibrillation. | JAMA Netw Open | 2021 |
| 33725121 | COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries. | Rheumatology (Oxford) | 2021 |
| 33564777 | International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study. | medRxiv | 2021 |
| 33512518 | Development of Electronic Health Record-Based Prediction Models for 30-Day Readmission Risk Among Patients Hospitalized for Acute Myocardial Infarction. | JAMA Netw Open | 2021 |
| 33661754 | Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study. | JMIR Med Inform | 2021 |
| 33975825 | Use of repurposed and adjuvant drugs in hospital patients with covid-19: multinational network cohort study. | BMJ | 2021 |
| 32749936 | Long-Term Safety with Sling Mesh Implants for Stress Incontinence. | J Urol | 2021 |
| 32916177 | Renin-angiotensin aldosterone inhibitor use at hospital discharge among patients with moderate to severe acute kidney injury and its association with recurrent acute kidney injury and mortality. | Kidney Int | 2021 |
| 33342753 | Renin-angiotensin system blockers and susceptibility to COVID-19: an international, open science, cohort analysis. | Lancet Digit Health | 2021 |
| 33269356 | Use of dialysis, tracheostomy, and extracorporeal membrane oxygenation among 842,928 patients hospitalized with COVID-19 in the United States. | medRxiv | 2021 |
| 34988146 | Reducing readmissions in patients with cirrhosis: the time to act is now. | Ann Transl Med | 2021 |
| 34666951 | Association of patient, provider and facility related characteristics with statin associated side effects and statin use: Insight from the Veteran's Affairs healthcare system. | J Clin Lipidol | 2021 |
| 34950914 | Leveraging structured and unstructured electronic health record data to detect reasons for suboptimal statin therapy use in patients with atherosclerotic cardiovascular disease. | Am J Prev Cardiol | 2021 |
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| 34931012 | Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework. | NPJ Digit Med | 2021 |
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