AIMC Topic: Prostate

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Longitudinal, 5-year long-term outcomes for urinary continence and quality of life after robot-assisted radical prostatectomy in Japanese patients.

Lower urinary tract symptoms Dec 2, 2021
OBJECTIVES: The aim of this study was to investigate the longitudinal 5-year long-term outcomes for urinary continence and quality of life (QOL) after robot-assisted radical prostatectomy (RARP), particularly nerve-sparing.
Quality of Life Robotics Prostatic Neoplasms Humans Retrospective Studies Male Japan Prostatectomy Urinary Incontinence Robotic Surgical Procedures Prostate
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Comment on "Perioperative and Oncologic Outcomes of Single-Port Multiport Robot-Assisted Radical Prostatectomy: A Meta-Analysis" by Li, et al.

Journal of endourology Dec 2, 2021
Robotics Prostate Prostatectomy Humans Male
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Prostate Cancer Risk Stratification via Nondestructive 3D Pathology with Deep Learning-Assisted Gland Analysis.

Cancer research Dec 1, 2021
Prostate cancer treatment planning is largely dependent upon examination of core-needle biopsies. The microscopic architecture of the prostate glands forms the basis for prognostic grading by pathologists. Interpretation of these convoluted three-dim...
Prostatic Neoplasms Prostate Prostatectomy Cohort Studies Humans Middle Aged Biopsy, Large-Core Needle Imaging, Three-Dimensional Aged Risk Assessment Male Staining and Labeling Deep Learning
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Concurrently bendable and rotatable continuum tubular robot for omnidirectional multi-core transurethral prostate biopsy.

Medical & biological engineering & computing Nov 23, 2021
A transurethral prostate biopsy device is proposed in this paper, which can shoot a biopsy needle at different angles to take samples from multiple locations within the prostate. Firstly, the traditional prostate biopsy methods, including transrectal...
Phantoms, Imaging Humans Prostate Male Image-Guided Biopsy Robotics Biopsy, Needle Prostatic Neoplasms
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Deep learning-assisted prostate cancer detection on bi-parametric MRI: minimum training data size requirements and effect of prior knowledge.

European radiology Nov 16, 2021
OBJECTIVES: To assess Prostate Imaging Reporting and Data System (PI-RADS)-trained deep learning (DL) algorithm performance and to investigate the effect of data size and prior knowledge on the detection of clinically significant prostate cancer (csP...
Humans Multiparametric Magnetic Resonance Imaging Retrospective Studies Prostatic Neoplasms Prostate Male Image-Guided Biopsy Deep Learning Magnetic Resonance Imaging
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Optimization of clinical risk-factor interpretation and radiological findings with machine learning for PIRADS category 3 patients.

The Prostate Nov 15, 2021
BACKGROUND: Due to the low cancer-detection rate in patients with PIRADS category 3 lesions, we created machine learning (ML) models to facilitate decision-making about whether to perform prostate biopsies or monitor clinical information without biop...
Public Reporting of Healthcare Data Humans Machine Learning Research Design Prostate-Specific Antigen Ultrasonography, Interventional Risk Assessment Prostate Aged Quality Improvement Magnetic Resonance Imaging Sensitivity and Specificity Image-Guided Biopsy Male Prostatic Neoplasms Unnecessary Procedures
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Fast T2-Weighted Imaging With Deep Learning-Based Reconstruction: Evaluation of Image Quality and Diagnostic Performance in Patients Undergoing Radical Prostatectomy.

Journal of magnetic resonance imaging : JMRI Nov 13, 2021
BACKGROUND: Deep learning-based reconstruction (DLR) can potentially improve image quality by reduction of noise, thereby enabling fast acquisition of magnetic resonance imaging (MRI). However, a systematic evaluation of image quality and diagnostic ...
Magnetic Resonance Imaging Prostate Prostatectomy Retrospective Studies Male Deep Learning Humans
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Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework.

Medical image analysis Nov 6, 2021
Automated methods for detecting prostate cancer and distinguishing indolent from aggressive disease on Magnetic Resonance Imaging (MRI) could assist in early diagnosis and treatment planning. Existing automated methods of prostate cancer detection mo...
Prostatic Neoplasms Prostate Prostatectomy Male Deep Learning Humans Magnetic Resonance Imaging
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Outcomes of Salvage Robot-assisted Radical Prostatectomy After Focal Ablation for Prostate Cancer in Comparison to Primary Robot-assisted Radical Prostatectomy: A Matched Analysis.

European urology focus Nov 1, 2021
BACKGROUND: Focal therapy (FT) for prostate cancer is less invasive than radical treatment but carries a risk of recurrence. Salvage robot-assisted radical prostatectomy (S-RARP) is a possible option after FT failure.
Robotic Surgical Procedures Prostate Prostatectomy Robotics Prostatic Neoplasms Prostate-Specific Antigen Humans Retrospective Studies Male
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Deep learning-accelerated T2-weighted imaging of the prostate: Impact of further acceleration with lower spatial resolution on image quality.

European journal of radiology Oct 30, 2021
PURPOSE: To compare image quality in prostate MRI among standard T2-weighted imaging (T2-std), accelerated T2-weighted imaging (T2WI) with high resolution (T2-HR) and more accelerated T2WI with lower resolution (T2-LR) using both conventional reconst...
Acceleration Deep Learning Artifacts Magnetic Resonance Imaging Prostate Humans Male
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