AIMC Topic: Prostate

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Development and Validation of Interpretable Machine Learning Models for Clinically Significant Prostate Cancer Diagnosis in Patients With Lesions of PI-RADS v2.1 Score ≥3.

Journal of magnetic resonance imaging : JMRI Feb 16, 2024
BACKGROUND: For patients with PI-RADS v2.1 ≥ 3, prostate biopsy is strongly recommended. Due to the unsatisfactory positive rate of biopsy, improvements in clinically significant prostate cancer (csPCa) risk assessments are required.
Humans Machine Learning Retrospective Studies Middle Aged Risk Assessment ROC Curve Magnetic Resonance Imaging Reproducibility of Results Aged Male Echo-Planar Imaging Biopsy Image Interpretation, Computer-Assisted Diffusion Magnetic Resonance Imaging Prostatic Neoplasms Prostate-Specific Antigen Prostate
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Deep Learning Based on ResNet-18 for Classification of Prostate Imaging-Reporting and Data System Category 3 Lesions.

Academic radiology Feb 1, 2024
RATIONALE AND OBJECTIVES: To explore the classification and prediction efficacy of the deep learning model for benign prostate lesions, non-clinically significant prostate cancer (non-csPCa) and clinically significant prostate cancer (csPCa) in Prost...
Humans Retrospective Studies Aged Magnetic Resonance Imaging Male Prostate Prostatic Neoplasms Image Interpretation, Computer-Assisted Middle Aged Deep Learning
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Quantified treatment effect at the individual level is more indicative for personalized radical prostatectomy recommendation: implications for prostate cancer treatment using deep learning.

Journal of cancer research and clinical oncology Feb 1, 2024
BACKGROUND: There are potential uncertainties and overtreatment existing in radical prostatectomy (RP) for prostate cancer (PCa) patients, thus identifying optimal candidates is quite important.
Humans Retrospective Studies Prostate Prostatic Neoplasms Proportional Hazards Models Prostate-Specific Antigen Prostatectomy Male Deep Learning
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Current practice and unmet training needs in robotic-assisted radical prostatectomy: investigation from the Junior ERUS/YAU working group.

World journal of urology Jan 27, 2024
PURPOSE: To access the current scenario of robotic-assisted radical prostatectomy training in multiple centers worldwide.
Laparoscopy Prostatectomy Robotic Surgical Procedures Humans Prostate Male Robotics
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Urinary Symptoms Change and Quality of Life After Robotic Radical Prostatectomy: A Secondary Analysis of a Randomized Controlled Trial.

Urology Jan 26, 2024
OBJECTIVE: To present the patient-reported quality of life (QoL) outcomes from a prospective, randomized controlled trial comparing the use of pelvic floor muscle training (PFMT) and duloxetine after robot-assisted radical prostatectomy (RARP).
Prostatic Neoplasms Robotic Surgical Procedures Prostate Erectile Dysfunction Humans Duloxetine Hydrochloride Quality of Life Urinary Incontinence Prostatectomy Prospective Studies Treatment Outcome Male Robotics
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Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture.

BMC medical informatics and decision making Jan 24, 2024
Prostate cancer, the most common cancer in men, is influenced by age, family history, genetics, and lifestyle factors. Early detection of prostate cancer using screening methods improves outcomes, but the balance between overdiagnosis and early detec...
Health Facilities Male Deep Learning Prostatic Neoplasms Humans Prostate Algorithms
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IDEAL-D Phase 0 Evaluation of the Avatera System in Robot-Assisted Prostate, Bladder and Renal Surgery.

Journal of laparoendoscopic & advanced surgical techniques. Part A Jan 22, 2024
To evaluate the utilization of novel Avatera system in urological operations according to the IDEAL-D framework recommendations for high-risk invasive surgical devices. Three surgeons attempted to perform 23 upper and lower urinary tract operations...
Robotics Robotic Surgical Procedures Prostate Urinary Bladder Cadaver Prostatectomy Male Swine Clinical Competence Humans Animals
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Outcomes of lateral approach in robot-assisted radical prostatectomy: insights from a single-surgeon experience.

Journal of robotic surgery Jan 13, 2024
In the era of robotic prostate surgery, various techniques have been developed to improve functional outcomes. Urinary continence has shown satisfactory results, but the preservation of lateral nerves to the periprostatic capsule is only achievable b...
Humans Robotic Surgical Procedures Prostate Prostatectomy Treatment Outcome Retrospective Studies Urinary Incontinence Robotics Male Prostatic Neoplasms Surgeons
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Inguinal hernia leads to worse immediate urinary continence after robot-assisted radical prostatectomy.

Journal of robotic surgery Jan 13, 2024
OBJECTIVES: Patients with inguinal hernia (IH) may have voiding dysfunction and weak urethra-stabilizing periurethral fascial tissues, contributing to urinary incontinence. This study aimed to review the association between IH and urinary continence ...
Urinary Incontinence Hernia, Inguinal Robotic Surgical Procedures Retrospective Studies Prostate Adult Prostatectomy Male Humans Robotics Prostatic Neoplasms
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MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jan 5, 2024
Micro-ultrasound (micro-US) is a novel 29-MHz ultrasound technique that provides 3-4 times higher resolution than traditional ultrasound, potentially enabling low-cost, accurate diagnosis of prostate cancer. Accurate prostate segmentation is crucial ...
Prostatic Neoplasms Prostate Urinary Bladder Humans Ultrasonography Image Processing, Computer-Assisted Male Deep Learning
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