AI Medical Compendium Journal:
Technology in cancer research & treatment

Showing 61 to 65 of 65 articles

A Transfer Learning Approach for Malignant Prostate Lesion Detection on Multiparametric MRI.

Technology in cancer research & treatment Jan 1, 2019
PURPOSE: In prostate focal therapy, it is important to accurately localize malignant lesions in order to increase biological effect of the tumor region while achieving a reduction in dose to noncancerous tissue. In this work, we proposed a transfer l...
Magnetic Resonance Imaging Area Under Curve Prostatic Neoplasms Image Interpretation, Computer-Assisted ROC Curve Image Processing, Computer-Assisted Deep Learning Neural Networks, Computer Algorithms Reproducibility of Results Male Humans
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Can the Student Outperform the Master? A Plan Comparison Between Pinnacle Auto-Planning and Eclipse knowledge-Based RapidPlan Following a Prostate-Bed Plan Competition.

Technology in cancer research & treatment Jan 1, 2019
PURPOSE: Pinnacle Auto-Planning and Eclipse RapidPlan are 2 major commercial automated planning engines that are fundamentally different: Auto-Planning mimics real planners in the iterative optimization, while RapidPlan generates static dose objectiv...
Prostatic Neoplasms Workflow Humans Male Automation Radiotherapy Dosage Knowledge Bases Radiotherapy Planning, Computer-Assisted Radiometry Radiotherapy, Image-Guided Radiotherapy, Intensity-Modulated
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Feasibility of Image Registration for Ultrasound-Guided Prostate Radiotherapy Based on Similarity Measurement by a Convolutional Neural Network.

Technology in cancer research & treatment Jan 1, 2019
PURPOSE: Registration of 3-dimensional ultrasound images poses a challenge for ultrasound-guided radiation therapy of the prostate since ultrasound image content changes significantly with anatomic motion and ultrasound probe position. The purpose of...
Prostatic Neoplasms Feasibility Studies Ultrasonography Imaging, Three-Dimensional Radiotherapy, Image-Guided Fiducial Markers Image Interpretation, Computer-Assisted Movement Humans Neural Networks, Computer Algorithms Male
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Security and Radical Assessment in Open, Laparoscopic, Robotic Colorectal Cancer Surgery: A Comparative Study.

Technology in cancer research & treatment Jan 1, 2018
PURPOSE: This retrospective study was designed to assess the safety and effectiveness of open, laparoscopic, robotic colorectal cancer surgery.
Robotics Laparoscopy Lymph Node Excision Sexual Dysfunction, Physiological Robotic Surgical Procedures Postoperative Period Colorectal Neoplasms Male Middle Aged Postoperative Complications Retrospective Studies Female Humans
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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...
Male Deep Learning ROC Curve Early Detection of Cancer Reproducibility of Results Sensitivity and Specificity Algorithms Humans Diffusion Magnetic Resonance Imaging Prostatic Neoplasms Image Interpretation, Computer-Assisted
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