Research progress on deep learning in magnetic resonance imaging–based diagnosis and treatment of prostate cancer: a review on the current status and …
Multiparametric magnetic resonance imaging (mpMRI) has emerged as a first-line screening
and diagnostic tool for prostate cancer, aiding in treatment selection and noninvasive …
and diagnostic tool for prostate cancer, aiding in treatment selection and noninvasive …
Detecting prostate cancer with deep learning for MRI: a small step forward
AR Padhani, B Turkbey - Radiology, 2019 - pubs.rsna.org
Dr Baris Turkbey is an associate research physician at the Molecular Imaging Program,
National Cancer Institute, National Institutes of Health. He is a member of the International …
National Cancer Institute, National Institutes of Health. He is a member of the International …
A classifier model for prostate cancer diagnosis using CNNs and transfer learning with multi-parametric MRI
Prostate cancer (PCa) is a major global concern, particularly for men, emphasizing the
urgency of early detection to reduce mortality. As the second leading cause of cancer …
urgency of early detection to reduce mortality. As the second leading cause of cancer …
Computer‐aided diagnosis of prostate cancer using a deep convolutional neural network from multiparametric MRI
Y Song, YD Zhang, X Yan, H Liu… - Journal of Magnetic …, 2018 - Wiley Online Library
Background Deep learning is the most promising methodology for automatic computer‐
aided diagnosis of prostate cancer (PCa) with multiparametric MRI (mp‐MRI). Purpose To …
aided diagnosis of prostate cancer (PCa) with multiparametric MRI (mp‐MRI). Purpose To …
Diagnostic performance evaluation of multiparametric magnetic resonance imaging in the detection of prostate cancer with supervised machine learning methods
H Nematollahi, M Moslehi, F Aminolroayaei, M Maleki… - Diagnostics, 2023 - mdpi.com
Prostate cancer is the second leading cause of cancer-related death in men. Its early and
correct diagnosis is of particular importance to controlling and preventing the disease from …
correct diagnosis is of particular importance to controlling and preventing the disease from …
Automated diagnosis of prostate cancer using mpmri images: A deep learning approach for clinical decision support
Prostate cancer (PCa) is a significant health concern for men worldwide, where early
detection and effective diagnosis can be crucial for successful treatment. Multiparametric …
detection and effective diagnosis can be crucial for successful treatment. Multiparametric …
A deep learning-based approach for the detection and localization of prostate cancer in T2 magnetic resonance images
We address the problem of prostate lesion detection, localization, and segmentation in T2W
magnetic resonance (MR) images. We train a deep convolutional encoder-decoder …
magnetic resonance (MR) images. We train a deep convolutional encoder-decoder …
Role of deep learning in prostate cancer management: past, present and future based on a comprehensive literature review
This review aims to present the applications of deep learning (DL) in prostate cancer
diagnosis and treatment. Computer vision is becoming an increasingly large part of our daily …
diagnosis and treatment. Computer vision is becoming an increasingly large part of our daily …
Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images
Prostate cancer (PCa) is the second most common cause of cancer related deaths in men.
Multiparametric MRI (mpMRI) is the most accurate imaging method for PCa detection; …
Multiparametric MRI (mpMRI) is the most accurate imaging method for PCa detection; …
A cascaded deep learning–based artificial intelligence algorithm for automated lesion detection and classification on biparametric prostate magnetic resonance …
Rationale and objectives Prostate MRI improves detection of clinically significant prostate
cancer; however, its diagnostic performance has wide variation. Artificial intelligence (AI) …
cancer; however, its diagnostic performance has wide variation. Artificial intelligence (AI) …
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