AIMC Topic: Diffusion Magnetic Resonance Imaging

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Deep Learning Role in Early Diagnosis of Prostate Cancer.

Technology in cancer research & treatment Jan 1, 2018
The objective of this work is to develop a computer-aided diagnostic system for early diagnosis of prostate cancer. The presented system integrates both clinical biomarkers (prostate-specific antigen) and extracted features from diffusion-weighted ma...
Humans Algorithms Reproducibility of Results Sensitivity and Specificity Male Deep Learning ROC Curve Early Detection of Cancer Prostatic Neoplasms Image Interpretation, Computer-Assisted Diffusion Magnetic Resonance Imaging
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Intravoxel Incoherent Motion: Model-Free Determination of Tissue Type in Abdominal Organs Using Machine Learning.

Investigative radiology Dec 1, 2017
PURPOSE: For diffusion data sets including low and high b-values, the intravoxel incoherent motion model is commonly applied to characterize tissue. The aim of the present study was to show that machine learning allows a model-free approach to determ...
Humans Machine Learning Algorithms Female Reproducibility of Results Young Adult Adult Male Image Processing, Computer-Assisted Kidney Abdomen Cluster Analysis Liver Principal Component Analysis Motion Reference Values Spleen Diffusion Magnetic Resonance Imaging Echo-Planar Imaging
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