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Time‐Series MR Images Identifying Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using a Deep Learning Approach

Pathological complete response (pCR) is an essential criterion for adjusting follow‐up treatment plans for patients with breast cancer (BC). The value of the visual geometry group and long short‐term memory… Click to show full abstract

Pathological complete response (pCR) is an essential criterion for adjusting follow‐up treatment plans for patients with breast cancer (BC). The value of the visual geometry group and long short‐term memory (VGG‐LSTM) network using time‐series dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI) for pCR identification in BC is unclear.

Keywords: time series; breast cancer; complete response

Journal Title: Journal of Magnetic Resonance Imaging
Year Published: 2024

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