Deep Learning Role in Early Diagnosis of Prostate Cancer

Cancer statistics, 2016

(2016) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints

(2016) Ehsan Hosseini-Asl et al.   IEEE Transactions on Neural Networks and Learning Systems

Two-Stage Learning to Predict Human Eye Fixations via SDAEs

(2016) Junwei Han et al.   IEEE Transactions on Cybernetics

Automated prostate cancer detection usingT2-weighted and high-b-value diffusion-weighted magnetic resonance imaging

(2015) Jin Tae Kwak et al.   MEDICAL PHYSICS

Computer-Aided Detection of Prostate Cancer in MRI

(2014) Geert Litjens et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Apparent diffusion coefficient ratio correlates significantly with prostate cancer gleason score at final pathology

(2014) Lars Boesen et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Clinical use of novel urine and blood based prostate cancer biomarkers: A review

(2013) S. Dijkstra et al.   CLINICAL BIOCHEMISTRY

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Diffusion-weighted MRI and its role in prostate cancer

(2013) Tsutomu Tamada et al.   NMR IN BIOMEDICINE

Apparent Diffusion Coefficient and Beyond: What Diffusion MR Imaging Can Tell Us about Tissue Structure

(2013) Denis Le Bihan   RADIOLOGY

Quantitative Analysis of Multiparametric Prostate MR Images: Differentiation between Prostate Cancer and Normal Tissue and Correlation with Gleason Score—A Computer-aided Diagnosis Development Study

(2013) Yahui Peng et al.   RADIOLOGY

Central gland and peripheral zone prostate tumors have significantly different quantitative imaging signatures on 3 tesla endorectal, in vivo T2-weighted MR imagery

(2012) Satish E. Viswanath et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Prostate Cancer: Computer-aided Diagnosis with Multiparametric 3-T MR Imaging—Effect on Observer Performance

(2012) Thomas Hambrock et al.   RADIOLOGY

Diffusion weighted imaging in prostate cancer

(2010) Cher Heng Tan et al.   EUROPEAN RADIOLOGY