| " The human body is a black box" supporting clinical decision-making with deep learning M Sendak, MC Elish, M Gao, J Futoma, W Ratliff, M Nichols, A Bedoya, ... Proceedings of the 2020 conference on fairness, accountability, and …, 2020 | 199 | 2020 |
| An improved multi-output gaussian process rnn with real-time validation for early sepsis detection J Futoma, S Hariharan, K Heller, M Sendak, N Brajer, M Clement, ... Machine Learning for Healthcare Conference, 243-254, 2017 | 171 | 2017 |
| Minimal impact of implemented early warning score and best practice alert for patient deterioration AD Bedoya, ME Clement, M Phelan, RC Steorts, C O’brien, BA Goldstein Critical care medicine 47 (1), 49-55, 2019 | 151 | 2019 |
| Real-world integration of a sepsis deep learning technology into routine clinical care: implementation study MP Sendak, W Ratliff, D Sarro, E Alderton, J Futoma, M Gao, M Nichols, ... JMIR medical informatics 8 (7), e15182, 2020 | 134 | 2020 |
| Antibody desensitization therapy in highly sensitized lung transplant candidates LD Snyder, AL Gray, JM Reynolds, GM Arepally, A Bedoya, MG Hartwig, ... American Journal of Transplantation 14 (4), 849-856, 2014 | 110 | 2014 |
| Integrating a machine learning system into clinical workflows: qualitative study S Sandhu, AL Lin, N Brajer, J Sperling, W Ratliff, AD Bedoya, S Balu, ... Journal of Medical Internet Research 22 (11), e22421, 2020 | 107 | 2020 |
| Machine learning for early detection of sepsis: an internal and temporal validation study AD Bedoya, J Futoma, ME Clement, K Corey, N Brajer, A Lin, MG Simons, ... JAMIA open 3 (2), 252-260, 2020 | 83 | 2020 |
| 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? J Watson, CA Hutyra, SM Clancy, A Chandiramani, A Bedoya, ... JAMIA open 3 (2), 167-172, 2020 | 71 | 2020 |
| A framework for the oversight and local deployment of safe and high-quality prediction models AD Bedoya, NJ Economou-Zavlanos, BA Goldstein, A Young, JE Jelovsek, ... Journal of the American Medical Informatics Association 29 (9), 1631-1636, 2022 | 48 | 2022 |
| siRNA inhibition of aspartyl-asparaginyl β-hydroxylase expression impairs cell motility, Notch signaling, and fetal growth F Gundogan, A Bedoya, J Gilligan, E Lau, P Mark, ME De Paepe, ... Pathology-Research and Practice 207 (9), 545-553, 2011 | 36 | 2011 |
| Development, implementation, and evaluation of an in-hospital optimized early warning score for patient deterioration C O’Brien, BA Goldstein, Y Shen, M Phelan, C Lambert, AD Bedoya, ... MDM policy & practice 5 (1), 2381468319899663, 2020 | 34 | 2020 |
| Systemic bevacizumab for recurrent respiratory papillomatosis: a single center experience of two cases A Bedoya, K Glisinski, J Clarke, RN Lind, CE Buckley, S Shofer The American Journal of Case Reports 18, 842, 2017 | 32 | 2017 |
| Application of machine learning in pulmonary function assessment where are we now and where are we going? PC Giri, AM Chowdhury, A Bedoya, H Chen, HS Lee, P Lee, C Henriquez, ... Frontiers in physiology 12, 678540, 2021 | 18 | 2021 |
| Plasma microbial cell-free DNA sequencing in immunocompromised patients with pneumonia: a prospective observational study SP Bergin, RF Chemaly, SS Dadwal, JA Hill, YJ Lee, G Haidar, A Luk, ... Clinical Infectious Diseases 78 (3), 775-784, 2024 | 16 | 2024 |
| Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare NJ Economou-Zavlanos, S Bessias, MP Cary Jr, AD Bedoya, ... Journal of the American Medical Informatics Association 31 (3), 705-713, 2024 | 14 | 2024 |
| Use of artificial intelligence in critical care: opportunities and obstacles MR Pinsky, A Bedoya, A Bihorac, L Celi, M Churpek, ... Critical Care 28 (1), 113, 2024 | 11 | 2024 |
| Learning to treat sepsis with multi-output gaussian process deep recurrent q-networks J Futoma, A Lin, M Sendak, A Bedoya, M Clement, C O'Brien, K Heller | 11 | 2018 |
| Interstitial lung disease in a veterans affairs regional network; a retrospective cohort study A Bedoya, RA Pleasants, JC Boggan, D Seaman, A Reihman, L Howard, ... PLoS One 16 (3), e0247316, 2021 | 9 | 2021 |
| Unanticipated respiratory compromise and unplanned intubations on general medical and surgical floors AD Bedoya, NA Bhavsar, B Adagarla, CB Page, BA Goldstein, ... Respiratory Care 65 (9), 1233-1240, 2020 | 8 | 2020 |
| Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study. JMIR Med Inform. 2020 Jul 15; 8 (7): e15182 MP Sendak, W Ratliff, D Sarro, E Alderton, J Futoma, M Gao, M Nichols, ... | 8 | |
