Thomas Ren

Convolutional Neural Network Detection of Axillary Lymph Node Metastasis Using Standard Clinical Breast MRI

Thomas Ren, Renee Cattell, Hongyi Duanmu et al. · Clinical Breast Cancer · 2019 · 58 citations

Convolutional Neural Network, Engineering, Medical Imaging +9

Deep learning prediction of pathological complete response, residual cancer burden, and progression-free survival in breast cancer patients

Hongyi Dammu, Thomas Ren, Timothy Q. Duong · PLoS ONE · 2023 · 56 citations · Full text

Breast Oncology, Engineering, Machine Learning +23

Convolutional Neural Network of Multiparametric MRI Accurately Detects Axillary Lymph Node Metastasis in Breast Cancer Patients With Pre Neoadjuvant Chemotherapy

Thomas Ren, Stephanie K. Lin, Pauline Huang et al. · Clinical Breast Cancer · 2021 · 43 citations

Convolutional Neural Network, Engineering, Deep Learning +13

MRI Volume Changes of Axillary Lymph Nodes as Predictor of Pathologic Complete Responses to Neoadjuvant Chemotherapy in Breast Cancer

Renee Cattell, James Kang, Thomas Ren et al. · Clinical Breast Cancer · 2019 · 21 citations

Mri Volume Changes, Surgical Oncology, Breast Oncology +8

Machine learning with textural analysis of longitudinal multiparametric MRI and molecular subtypes accurately predicts pathologic complete response in patients with invasive breast cancer

Aaquib Syed, Richard Adam, Thomas Ren et al. · PLoS ONE · 2023 · 20 citations · Full text