Predicting intensive care unit readmission with machine learning using electronic health record data JC Rojas, KA Carey, DP Edelson, LR Venable, MD Howell, MM Churpek Annals of the American Thoracic Society 15 (7), 846-853, 2018 | 153 | 2018 |
Zooming into focus groups: strategies for qualitative research in the era of social distancing L Santhosh, JC Rojas, PG Lyons ATS scholar 2 (2), 176-184, 2021 | 81 | 2021 |
Characterising ICU–ward handoffs at three academic medical centres: process and perceptions L Santhosh, PG Lyons, JC Rojas, TM Ciesielski, S Beach, JM Farnan, ... BMJ quality & safety 28 (8), 627-634, 2019 | 28 | 2019 |
Evaluation of health equity in COVID-19 vaccine distribution plans in the United States A Hardeman, T Wong, JL Denson, R Postelnicu, JC Rojas JAMA Network Open 4 (7), e2115653-e2115653, 2021 | 27 | 2021 |
Framework for integrating equity into machine learning models: a case study JC Rojas, J Fahrenbach, S Makhni, SC Cook, JS Williams, CA Umscheid, ... Chest 161 (6), 1621-1627, 2022 | 23 | 2022 |
Accuracy of clinicians’ ability to predict the need for intensive care unit readmission JC Rojas, PG Lyons, T Jiang, M Kilaru, L McCauley, J Picart, KA Carey, ... Annals of the American Thoracic Society 17 (7), 847-853, 2020 | 16 | 2020 |
Cocreating the ICU-PAUSE tool for intensive care unit–ward transitions L Santhosh, JC Rojas, B Garcia, M Thomashow, PG Lyons ATS scholar 3 (2), 312-323, 2022 | 9 | 2022 |
Variation in ventilator allocation guidelines by US state during the coronavirus disease 2019 pandemic: a systematic review. JAMA Netw Open. 2020; 3 (6): e2012606 GM Piscitello, EM Kapania, WD Miller, JC Rojas, M Siegler, WF Parker | 9 | 2020 |
Equity challenges for artificial intelligence algorithms in health care S Makhni, MH Chin, J Fahrenbach, JC Rojas Chest 161 (5), 1343-1346, 2022 | 8 | 2022 |
Evaluation of health equity in COVID-19 vaccine distribution plans in the United States. JAMA Netw Open. 2021; 4 (7): e2115653 A Hardeman, T Wong, JL Denson, R Postelnicu, JC Rojas | 7 | 2021 |
Care quality for patients with chronic obstructive pulmonary disease in the readmission penalty era JC Rojas, S Chokkara, M Zhu, PK Lindenauer, VG Press American Journal of Respiratory and Critical Care Medicine 207 (1), 29-37, 2023 | 6 | 2023 |
Embracing thinking diversity in higher education to achieve a lifelong learning culture LA Mejía-Manzano, G Sirkis, JC Rojas, K Gallardo, P Vázquez-Villegas, ... Education sciences 12 (12), 913, 2022 | 6 | 2022 |
Predictive analytics programs at large healthcare systems in the USA: a national survey JC Rojas, G Rohweder, J Guptill, VM Arora, CA Umscheid Journal of General Internal Medicine 37 (15), 4015-4017, 2022 | 6 | 2022 |
Clinician Trust in Artificial Intelligence: What is Known and How Trust Can Be Facilitated JC Rojas, M Teran, CA Umscheid Critical Care Clinics 39 (4), 769-782, 2023 | 5 | 2023 |
Variation in ventilator allocation guidelines by US state during the coronavirus disease 2019 pandemic: a systematic review. JAMA Netw Open 3 (6): e2012606 G Piscitello, E Kapania, W Miller, J Rojas, M Siegler, W Parker American Journal of Kidney Diseases 75 (1), A6-A7, 2020 | 5 | 2020 |
An Expanded Primary Care–Based Women’s Health Clinic to Improve Resident Education and Patient Care in Resident Continuity Clinic J Rusiecki, J Rojas, J Oyler, A Pincavage Journal of General Internal Medicine 37 (9), 2314-2317, 2022 | 4 | 2022 |
Advances in rapid response, patient monitoring, and recognition of and response to clinical deterioration JC Rojas, C Shappell, M Huber Joint Commission Journal on Quality and Patient Safety 43 (12), 686-694, 2017 | 4 | 2017 |
The evaluation of a clinical decision support tool using natural language processing to screen hospitalized adults for unhealthy substance use: protocol for a quasi … C Joyce, TW Markossian, J Nikolaides, E Ramsey, HM Thompson, ... JMIR Research Protocols 11 (12), e42971, 2022 | 3 | 2022 |
Using machine learning to predict likelihood and cause of readmission after hospitalization for chronic obstructive pulmonary disease exacerbation M Bonomo, MG Hermsen, S Kaskovich, MJ Hemmrich, JC Rojas, ... International journal of chronic obstructive pulmonary disease, 2701-2709, 2022 | 3 | 2022 |
Design thinking to create user-centered intensive care unit-ward handoffs at three academic hospitals JC Rojas, PG Lyons, BM Garcia, MA Thomashow, L Santhosh A35. MEDICAL EDUCATION IN PULMONARY AND CRITICAL CARE MEDICINE, A1401-A1401, 2020 | 3 | 2020 |