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Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies


Nov 13, 2022
Ryan Wang, Li-Ching Chen, Lama Moukheiber, Mira Moukheiber, Dana Moukheiber, Zach Zaiman, Sulaiman Moukheiber, Tess Litchman, Kenneth Seastedt, Hari Trivedi, Rebecca Steinberg, Po-Chih Kuo, Judy Gichoya, Leo Anthony Celi

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* 15 pages, 12 figures 

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Learning to Ask Like a Physician


Jun 06, 2022
Eric Lehman, Vladislav Lialin, Katelyn Y. Legaspi, Anne Janelle R. Sy, Patricia Therese S. Pile, Nicole Rose I. Alberto, Richard Raymund R. Ragasa, Corinna Victoria M. Puyat, Isabelle Rose I. Alberto, Pia Gabrielle I. Alfonso, Marianne Taliño, Dana Moukheiber, Byron C. Wallace, Anna Rumshisky, Jenifer J. Liang, Preethi Raghavan, Leo Anthony Celi, Peter Szolovits

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Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations


May 08, 2022
Hammaad Adam, Ming Ying Yang, Kenrick Cato, Ioana Baldini, Charles Senteio, Leo Anthony Celi, Jiaming Zeng, Moninder Singh, Marzyeh Ghassemi

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* Accepted to the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES '22), ACM, Oxford, UK, 2022 

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Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation


Nov 28, 2021
Ramtin Keramati, Omer Gottesman, Leo Anthony Celi, Finale Doshi-Velez, Emma Brunskill

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Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study


Sep 01, 2021
Joy Tzung-yu Wu, Miguel Ángel Armengol de la Hoz, Po-Chih Kuo, Joseph Alexander Paguio, Jasper Seth Yao, Edward Christopher Dee, Wesley Yeung, Jerry Jurado, Achintya Moulick, Carmelo Milazzo, Paloma Peinado, Paula Villares, Antonio Cubillo, José Felipe Varona, Hyung-Chul Lee, Alberto Estirado, José Maria Castellano, Leo Anthony Celi

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Reading Race: AI Recognises Patient's Racial Identity In Medical Images


Jul 21, 2021
Imon Banerjee, Ananth Reddy Bhimireddy, John L. Burns, Leo Anthony Celi, Li-Ching Chen, Ramon Correa, Natalie Dullerud, Marzyeh Ghassemi, Shih-Cheng Huang, Po-Chih Kuo, Matthew P Lungren, Lyle Palmer, Brandon J Price, Saptarshi Purkayastha, Ayis Pyrros, Luke Oakden-Rayner, Chima Okechukwu, Laleh Seyyed-Kalantari, Hari Trivedi, Ryan Wang, Zachary Zaiman, Haoran Zhang, Judy W Gichoya

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* Submitted to the Lancet 

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Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study


Jul 07, 2021
Behrooz Mamandipoor, Wesley Yeung, Louis Agha-Mir-Salim, David J. Stone, Venet Osmani, Leo Anthony Celi

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* J Clin Monit Comput. 2021 PMID: 34224051 
* 15 pages, 6 Appendices 

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Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability


Jan 27, 2021
Gloria Hyunjung Kwak, Christina Chen, Lowell Ling, Erina Ghosh, Leo Anthony Celi, Pan Hui

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* AAAI 2021 Workshop: Trustworthy AI for Healthcare 
* 6 pages, 3 figures, 3 tables 

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Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment


Jan 09, 2021
Kristine Zhang, Yuanheng Wang, Jianzhun Du, Brian Chu, Leo Anthony Celi, Ryan Kindle, Finale Doshi-Velez

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* NeurIPS 2020 Machine Learning for Health (ML4H) Workshop 

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