Predicting Pathological Complete Response Following Neoadjuvant Therapy in Patients With Breast Cancer: Development of Machine Learning–Based Prediction Models in a Retrospective Study

Chun-Chi Lai   ^{1, 2} , MSc, MD ;   Cheng-Yu Chen   ^{3, 4, 5, 6, 7 *} , MD ;   Tzu-Hao Chang   ^{1, 8 *} , PhD

¹ Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan

² Division of General Surgery, Department of Surgery, New Taipei Municipal TuCheng Hospital, New Taipei City, Taiwan

³ Department of Medical Imaging, Taipei Medical University Hospital, Taipei, Taiwan

⁴ Department of Radiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan

⁵ Research Center for Artificial Intelligence in Medicine, Taipei Medical University, Taipei, Taiwan

⁶ Department of Radiology, National Defense Medical Center, Taipei, Taiwan

⁷ Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, Taiwan

⁸ Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei, Taiwan

*these authors contributed equally