Multi-center evaluation of artificial intelligent imaging and clinical models for predicting neoadjuvant chemotherapy response in breast cancer.

Autor: Qi TH; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore., Hian OH; School of Computer Science and Engineering, Nanyang Technological University Singapore, Singapore, Singapore., Kumaran AM; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore., Tan TJ; Division of Medical Oncology, National Cancer Center Singapore, Singapore, Singapore.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore., Cong TRY; Division of Medical Oncology, National Cancer Center Singapore, Singapore, Singapore.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore., Su-Xin GL; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore., Lim EH; Division of Medical Oncology, National Cancer Center Singapore, Singapore, Singapore., Ng R; Division of Medical Oncology, National Cancer Center Singapore, Singapore, Singapore.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore., Yeo MCR; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore., Tching FLLW; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore., Zewen Z; Division of Medical Oncology, National Cancer Center Singapore, Singapore, Singapore.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore., Hui CYS; Division of Surgery and Surgical Oncology, National Cancer Center Singapore, Singapore, Singapore.; Department of Breast Surgery, Singapore General Hospital, Singapore, Singapore., Xin WR; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore., Ooi SKG; Division of Oncologic Imaging, National Cancer Center Singapore, Singapore, Singapore.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore., Leong LCH; Department of Diagnostic Radiology, Singapore General Hospital, Singapore, Singapore., Tan SM; Division of Breast Surgery, Changi General Hospital, Singapore, Singapore., Preetha M; Division of Surgery and Surgical Oncology, National Cancer Center Singapore, Singapore, Singapore.; Department of Breast Surgery, Singapore General Hospital, Singapore, Singapore., Sim Y; Division of Surgery and Surgical Oncology, National Cancer Center Singapore, Singapore, Singapore.; Department of Breast Surgery, Singapore General Hospital, Singapore, Singapore., Tan VKM; Division of Surgery and Surgical Oncology, National Cancer Center Singapore, Singapore, Singapore.; Department of Breast Surgery, Singapore General Hospital, Singapore, Singapore., Yeong J; Division of Pathology, Singapore General Hospital, Singapore, Singapore.; Institute of Molecular and Cell Biology, Agency for Science Technology and Research, Singapore, Singapore., Yong WF; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore. wong.fuh.yong@singhealth.com.sg.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore. wong.fuh.yong@singhealth.com.sg., Cai Y; School of Mechanical & Aerospace Engineering, Nanyang Technological University Singapore, Singapore, Singapore. MYYCai@ntu.edu.sg., Nei WL; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore, Singapore. nei.wen.long@singhealth.com.sg.; Oncology Academic Programme, Duke-NUS Medical School, Singapore, Singapore. nei.wen.long@singhealth.com.sg.

Publikováno v: Breast cancer research and treatment [Breast Cancer Res Treat] 2022 May; Vol. 193 (1), pp. 121-138. Date of Electronic Publication: 2022 Mar 09.