Publications

Ilaria Bovenzi, Adam Carmel, Min Hu, Ruth Hurwitz, Fiachra McBride, Linda Benac, J. Roberto Tello Ayala, Finale Doshi-Velez (2025). Pruning the path to optimal care: Identifying systematically suboptimal medical decision-making with inverse reinforcement learning. AMIA 2024.

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Kelvin Supriami, Sarah M. Urbut, J. Roberto Tello Ayala, Ozan Unlu, Samuel F. Friedman, Roukoz Abou-Karam, Eugene V. Pomerantsev, Michael T. Lu, Akl C. Fahed, Anthony A. Philippakis, Pradeep Natarajan, Patrick T. Ellinor, Krishna G. Aragam, Finale Doshi-Velez (2025). Genomic drivers of coronary artery disease and risk of future outcomes after coronary angiography. JAMA Netw Open 8(1):e2455368.

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Kelvin Supriami, Sarah M. Urbut, J. Roberto Tello Ayala, Ozan Unlu, Samuel N. Friedman, Roukoz Abou-Karam, Eugene V. Pomerantsev, Michael T. Lu, Anthony A. Philippakis, Aniruddh P. Patel, Pradeep Natarajan, Patrick T. Ellinor, Akl C. Fahed (2024). Coronary artery disease polygenic risk score in patients undergoing coronary angiography and risk of future revascularization. Eur Heart J 45(Suppl 1):ehae666.1333.

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J. Roberto Tello Ayala, Akl C. Fahed, Weiwei Pan, Eugene V. Pomerantsev, Patrick Thomas Ellinor, Anthony Philippakis, Finale Doshi-Velez (2023). Signature Activation: A Sparse Signal View for Holistic Saliency. arXiv:2309.11443.

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Edwin Lock, Francisco Javier Marmolejo-Cossio, Jakob Jonnerby, Ninad Rajgopal, Hector Alonso Guzman-Gutierrez, Luis Alejandro Benavides-Vazquez, J. Roberto Tello Ayala, Philip Lazos (2021). Optimal Testing and Containment Strategies for Universities in Mexico amid COVID-19. EAAMO 2021.

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