AIMC Topic: Prostate

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Test-time adaptable neural networks for robust medical image segmentation.

Medical image analysis Nov 19, 2020
Convolutional Neural Networks (CNNs) work very well for supervised learning problems when the training dataset is representative of the variations expected to be encountered at test time. In medical image segmentation, this premise is violated when t...
Magnetic Resonance Imaging Prostate Humans Neural Networks, Computer Brain Male Image Processing, Computer-Assisted
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Pelvic Anatomical Features After Retzius-Sparing Robot-Assisted Radical Prostatectomy Intended for Early Recovery of Urinary Symptoms.

Journal of endourology Nov 5, 2020
To elucidate factors contributing to early urinary continence recovery after retzius-sparing robot-assisted radical prostatectomy (RS-RARP) by evaluating postoperative pelvic anatomical features between RS-RARP and conventional RARP (CON-RARP). We ...
Retrospective Studies Male Quality of Life Humans Robotic Surgical Procedures Prostate Prostatectomy Recovery of Function Robotics Prostatic Neoplasms
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Editorial Comment to Periprostatic fat thickness quantified by preoperative magnetic resonance imaging is an independent risk factor for upstaging from cT1/2 to pT3 in robot-assisted radical prostatectomy.

International journal of urology : official journal of the Japanese Urological Association Oct 8, 2020
Humans Prostatectomy Magnetic Resonance Imaging Robotics Prostate Risk Factors Male
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Periprostatic fat thickness quantified by preoperative magnetic resonance imaging is an independent risk factor for upstaging from cT1/2 to pT3 in robot-assisted radical prostatectomy.

International journal of urology : official journal of the Japanese Urological Association Sep 24, 2020
OBJECTIVES: To analyze the correlation between periprostatic fat thickness on multiparametric magnetic resonance imaging and upstaging from cT1/2 to pT3 in robot-assisted radical prostatectomy.
Robotics Risk Factors Prostatic Neoplasms Prostate Male Neoplasm Grading Humans Japan Magnetic Resonance Imaging Retrospective Studies Prostatectomy
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Re: Outpatient Robot-Assisted Radical Prostatectomy: Are Patients Ready for Same-Day Discharge?

The Journal of urology Sep 21, 2020
Robotics Prostate Patient Discharge Humans Male Outpatients Prostatectomy
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Digital Biopsy with Fluorescence Confocal Microscope for Effective Real-time Diagnosis of Prostate Cancer: A Prospective, Comparative Study.

European urology oncology Sep 18, 2020
BACKGROUND: A microscopic analysis of tissue is the gold standard for cancer detection. Hematoxylin-eosin (HE) for the reporting of prostate biopsy (PB) is conventionally based on fixation, processing, acquisition of glass slides, and analysis with a...
Artificial Intelligence Prospective Studies Male Biopsy Prostatic Neoplasms Humans Prostate
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Application of hierarchical clustering to multi-parametric MR in prostate: Differentiation of tumor and normal tissue with high accuracy.

Magnetic resonance imaging Sep 12, 2020
PURPOSE: Hierarchical clustering (HC), an unsupervised machine learning (ML) technique, was applied to multi-parametric MR (mp-MR) for prostate cancer (PCa). The aim of this study is to demonstrate HC can diagnose PCa in a straightforward interpretab...
Sensitivity and Specificity Male Middle Aged Image Processing, Computer-Assisted Magnetic Resonance Imaging Cluster Analysis Humans Aged Unsupervised Machine Learning Prostatic Neoplasms Prostate
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What factors affect the operative time of robot-assisted laparoscopic radical prostatectomy?

Surgical endoscopy Sep 9, 2020
BACKGROUND: Robot-assisted radical prostatectomy (RARP) has gained prominence since the da Vinci surgical system was introduced in 2000. RARP has now become a standard procedure for treating cases with localized prostate cancer. However, no study has...
Robotics Prostatic Neoplasms Humans Robotic Surgical Procedures Laparoscopy Prostate Male Prostatectomy Operative Time
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Real-time Augmented Reality Three-dimensional Guided Robotic Radical Prostatectomy: Preliminary Experience and Evaluation of the Impact on Surgical Planning.

European urology focus Sep 1, 2020
BACKGROUND: Augmented reality (AR) is a novel technology adopted in prostatic surgery.
Prostate Augmented Reality Prostatectomy Robotics Prostatic Neoplasms Robotic Surgical Procedures Humans Male
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Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer.

Scientific reports Sep 1, 2020
Algorithms can improve the objectivity and efficiency of histopathologic slide analysis. In this paper, we investigated the impact of scanning systems (scanners) and cycle-GAN-based normalization on algorithm performance, by comparing different deep ...
Image Processing, Computer-Assisted Staining and Labeling Computational Biology Cohort Studies ROC Curve Prostate Biopsy Area Under Curve Color Prostatic Neoplasms Humans Male Deep Learning
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