AIMC Topic: Prostate

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Estimating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction.

Nature communications Dec 15, 2022
Unreliable predictions can occur when an artificial intelligence (AI) system is presented with data it has not been exposed to during training. We demonstrate the use of conformal prediction to detect unreliable predictions, using histopathological d...
Artificial Intelligence Male Humans Prostate Neoplasms Biopsy Uncertainty
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A Brief Review of Artificial Intelligence in Genitourinary Oncological Imaging.

Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes Dec 14, 2022
Genitourinary (GU) system is among the most commonly involved malignancy sites in the human body. Imaging plays a crucial role not only in diagnosis of cancer but also in disease management and its prognosis. However, interpretation of conventional i...
Diagnostic Imaging Prostate Algorithms Male Neoplasms Humans Artificial Intelligence
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Editorial Comment to Predictive factors of de novo overactive bladder in clinically localized prostate cancer patients after robot-assisted radical prostatectomy.

International journal of urology : official journal of the Japanese Urological Association Dec 14, 2022
Prostate Prostatectomy Urinary Bladder, Overactive Prostatic Neoplasms Robotic Surgical Procedures Humans Male Robotics
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Predictive factors of de novo overactive bladder in clinically localized prostate cancer patients after robot-assisted radical prostatectomy.

International journal of urology : official journal of the Japanese Urological Association Dec 13, 2022
OBJECTIVES: To assess the postoperative status of clinically localized prostate cancer patients who underwent robot-assisted radical prostatectomy (RARP) with a focus on de novo overactive bladder (OAB).
Robotics Prostatic Neoplasms Robotic Surgical Procedures Humans Male Quality of Life Urinary Bladder, Overactive Prostate Prostatectomy
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Correlation between extended pelvic lymph node dissection and urinary incontinence at early phase after robot-assisted radical prostatectomy.

International journal of urology : official journal of the Japanese Urological Association Dec 7, 2022
OBJECTIVES: To investigate the impact of extended pelvic lymph node dissection (ePLND) on urinary incontinence (UI) at early post-surgery robot-assisted radical prostatectomy (RARP).
Prostatectomy Urinary Incontinence Polyesters Synaptophysin Lymph Node Excision Humans Prostatic Neoplasms Robotics Robotic Surgical Procedures Male Prostate
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Development of a Prediction Model for Positive Surgical Margin in Robot-Assisted Laparoscopic Radical Prostatectomy.

Current oncology (Toronto, Ont.) Dec 6, 2022
A positive surgical margin (PSM) is reported to have some connection to the occurrence of biochemical recurrence and tumor metastasis in prostate cancer after the operation. There are no clinically usable models and the study is to predict the probab...
Retrospective Studies Male Magnetic Resonance Imaging Robotics Prostatic Neoplasms Humans Prostatectomy Margins of Excision Laparoscopy Prostate
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PI-RADS v2 Findings of MRI and Positive Biopsy Core Percentage would Predict Pathological Extraprostatic Extension in Patients who Underwent Robot Assisted Radical Prostatectomy: A Retrospective Study.

Urology journal Dec 6, 2022
PURPOSE: This study aimed to examine whether preoperative Prostate Imaging Reporting and Data System v2 (PI-RADS v2) can predict pathological extracapsular extension (EPE) after radical prostatectomy. We also studied the preoperative factors which ca...
Humans Robotics Prostatic Neoplasms Prostate Retrospective Studies Male Magnetic Resonance Imaging
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Retzius-sparing vs. standard robot-assisted radical prostatectomy for clinically localised prostate cancer: a comparative study.

Prostate cancer and prostatic diseases Nov 29, 2022
BACKGROUND: Retzius-sparing robot-assisted radical prostatectomy (RARP) is not yet universally accepted due to still limited functional data and some concerns on oncological safety compared to the standard one. We assessed perioperative, pathological...
Robotic Surgical Procedures Treatment Outcome Prostatectomy Humans Prostate Robotics Margins of Excision Male Prostatic Neoplasms
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Predicting clinically significant prostate cancer with a deep learning approach: a multicentre retrospective study.

European journal of nuclear medicine and molecular imaging Nov 21, 2022
PURPOSE: This study aimed to develop deep learning (DL) models based on multicentre biparametric magnetic resonance imaging (bpMRI) for the diagnosis of clinically significant prostate cancer (csPCa) and compare the performance of these models with t...
Deep Learning Retrospective Studies Prostate Humans Magnetic Resonance Imaging Male Prostatic Neoplasms
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The added value of a deep learning-based computer-aided detection system on prostate cancer detection among readers with varying level of multiparametric MRI expertise.

Chinese clinical oncology Nov 15, 2022
Prostate Multiparametric Magnetic Resonance Imaging Magnetic Resonance Imaging Prostatic Neoplasms Retrospective Studies Male Deep Learning Humans Computers
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