Celi, Leo Anthony

Regional Tree Regularization for Interpretability in Deep Neural Networks

Wu, M., Parbhoo, S., Hughes, M., Kindle, R., Celi, L., Zazzi, M., Roth, V., & Doshi-Velez, F. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 38

Critical Bias in Critical Care Devices

Charpignon, M.-L., Byers, J., Cabral, S., Celi, L. A., Fernandes, C., Gallifant, J., Lough, M. E., Mlombwa, D., Moukheiber, L., Ong, B. A., et al. (2023) · Critical Care Clinics

Healthcare Technology and Patient MonitoringNon-Invasive Vital Sign Monitoring

Cited by 35

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

Adam, H., Yang, M. Y., Cato, K., Baldini, I., Senteio, C., Celi, L. A., Zeng, J., Singh, M., & Ghassemi, M. (2022) · Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society

Ethics and Social Impacts of AIMachine Learning in Healthcare

Cited by 33

Mobile teledermatology for a prompter and more efficient dermatological care in rural Mongolia

Byamba, K., Syed-Abdul, S., García-Romero, M., Huang, C.-W., Nergyi, S., Nyamdorj, A., Nguyen, P.-A., Iqbal, U., Paik, K., Celi, L., et al. (2015) · British Journal of Dermatology

Telemedicine and Telehealth ImplementationICT in Developing Communities

Cited by 33

Climate Change and Health: The next Challenge of Ethical AI

Fiske, A., Radhuber, I. M., Willem, T., Buyx, A., Celi, L. A., & McLennan, S. (2025) · The Lancet Global Health

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 25

Global disparity bias in ophthalmology artificial intelligence applications

Nakayama, L. F., Kras, A., Ribeiro, L. Z., Malerbi, F. K., Mendonça, L. S., Celi, L. A., Regatieri, C. V. S., & Waheed, N. K. (2022) · BMJ Health & Care Informatics

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 23

Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

Gallifant, J., Chen, S., Moreira, P. J. F., Munch, N., Gao, M., Pond, J., Celi, L. A., Aerts, H., Hartvigsen, T., & Bitterman, D. (2024) · Findings of the Association for Computational Linguistics: EMNLP 2024

Topic ModelingArtificial Intelligence in Healthcare and Education

Cited by 19

Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

Gallifant, J., Chen, S., Moreira, P., Munch, N., Gao, M., Pond, J., Celi, L. A., Aerts, H., Hartvigsen, T., & Bitterman, D. (2024) · arXiv

Topic ModelingArtificial Intelligence in Healthcare and Education

Cited by 19

Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study

Liu, X., DuMontier, C., Hu, P., Liu, C., Yeung, W., Mao, Z., Ho, V., Thoral, P. J., Kuo, P.-C., Hu, J., et al. (2023) · The Journals of Gerontology: Series A

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 14

Racial Disparities in Invasive ICU Treatments Among Septic Patients: High Resolution Electronic Health Records Analysis from MIMIC-IV

Mohammed, S., Matos, J., Doutreligne, M., Celi, L. A., & Struja, T. (2023) · The Yale Journal of Biology and Medicine

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 13

Learning to Ask Like a Physician

Lehman, E., Lialin, V., Legaspi, K. E., Sy, A. J., Pile, P. T., Alberto, N. R., Ragasa, R. R., Puyat, C. V., Taliño, M. K., Alberto, I. R., et al. (2022) · Proceedings of the 4th Clinical Natural Language Processing Workshop

Biomedical Text Mining and OntologiesArtificial Intelligence in Healthcare and Education

Cited by 10

Who does the model learn from?

Charpignon, M.-L., Celi, L. A., & Samuel, M. C. (2021) · The Lancet Digital Health

Machine Learning in HealthcareOrgan Transplantation Techniques and Outcomes

Cited by 4

Epistemic humility for physicians and scientists

Celi, L. A., Dorotic, M., Dubin, J., Nazarian, N., & Salarikia, R. (2026) · The Lancet Regional Health - Americas

Epistemology, Ethics, and MetaphysicsScience Education and Pedagogy

Cited by 1