A transfer learning nomogram for predicting prostate cancer and benign conditions on MRI

A transfer learning nomogram for predicting prostate cancer and benign conditions on MRI

Abstract Background Deep learning has been used to detect or characterize prostate cancer (PCa) on medical images. The present study was designed to develop an integrated transfer learning nomogram (TLN) for the prediction of PCa and benign conditions (BCs) on magnetic resonance imaging (MRI). Metho...

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Bibliographic Details
Main Authors: Junhao Chen, Bao Feng, Maoqing Hu, Feidong Huang, Yehang Chen, Xilun Ma, Wansheng Long
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Medical Imaging
Subjects:
Prostatic cancer
Deep learning
Transfer learning
Magnetic resonance imaging
Online Access:https://doi.org/10.1186/s12880-023-01163-7

Internet

https://doi.org/10.1186/s12880-023-01163-7

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