Deep Learning of Multimodal Ultrasound: Stratifying the Response to Neoadjuvant Chemotherapy in Breast Cancer Before Treatment.

Jionghui GuXian ZhongChengyu FangWenjing LouPeifen FuHenry C WoodruffBaohua WangTian An JiangPhilippe Lambin

Published in: The oncologist (2023)

The proposed DL_Clinical_resistance and DL_Clinical_PCR models and combined strategy have the potential to predict resistance and PCR to NAC before treatment and allow stratified prediction of NAC response.

Keyphrases

neoadjuvant chemotherapy
deep learning
transcription factor
lymph node
magnetic resonance imaging
locally advanced
radiation therapy
combination therapy
rectal cancer
real time pcr