Regina Barzilay

Regina Barzilay is an MIT professor and cancer survivor who applies AI to improve cancer detection and treatment. Her research has developed deep learning methods for early breast cancer detection from mammograms that outperform traditional risk models. Barzilay also applies AI to antibiotic discovery and has identified novel antimicrobial compounds using machine learning.

Regina Barzilay是麻省理工学院教授和癌症幸存者，将AI应用于改善癌症检测和治疗。她的研究开发了从乳房X光检查中早期检测乳腺癌的深度学习方法，优于传统风险模型。Barzilay还将AI应用于抗生素发现，并使用机器学习识别了新型抗菌化合物。