AIMC Topic: Prostate

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Aktuelle Urologie Aug 26, 2020
Prostate Prostatectomy Seminal Vesicles Humans Male Robotics
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Re: Outpatient Robot-Assisted Radical Prostatectomy: Are Patients Ready for Same-Day Discharge? by Dobbs et al.

Journal of endourology Aug 20, 2020
Prostate Patient Discharge Outpatients Prostatectomy Humans Male Robotics
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Dr. Answer AI for prostate cancer: Clinical outcome prediction model and service.

PloS one Aug 5, 2020
OBJECTIVES: The importance of clinical outcome prediction models using artificial intelligence (AI) is being emphasized owing to the increasing necessity of developing a clinical decision support system (CDSS) employing AI. Therefore, in this study, ...
Prostatectomy Seminal Vesicles Prostate-Specific Antigen Prostate Male Treatment Outcome Humans Prognosis Middle Aged Probability Lymphatic Metastasis Artificial Intelligence Aged Decision Support Systems, Clinical Algorithms Neoplasm Invasiveness Aged, 80 and over Prostatic Neoplasms Adult
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Development and validation of an explainable artificial intelligence-based decision-supporting tool for prostate biopsy.

BJU international Aug 4, 2020
OBJECTIVES: To develop and validate a risk calculator for prostate cancer (PCa) and clinically significant PCa (csPCa) using explainable artificial intelligence (XAI).
Decision Support Systems, Clinical Area Under Curve Prostatic Neoplasms Prostate Humans Male Artificial Intelligence Middle Aged Diagnosis, Computer-Assisted Algorithms Aged Biopsy
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Clinical impact of psoas muscle volume on the development of inguinal hernia after robot-assisted radical prostatectomy.

Surgical endoscopy Jul 27, 2020
BACKGROUND: Sarcopenia, a syndrome characterized by the loss of skeletal muscle mass, has attracted attention in the field of oncology, as it reflects poor nutritional status. The present study aimed to determine the risk factors for postoperative in...
Prostatectomy Hernia, Inguinal Prostatic Neoplasms Humans Male Robotic Surgical Procedures Retrospective Studies Postoperative Complications Prostate Robotics Psoas Muscles
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A deep learning framework for prostate localization in cone beam CT-guided radiotherapy.

Medical physics Jul 27, 2020
PURPOSE: To develop a deep learning-based model for prostate planning target volume (PTV) localization on cone beam computed tomography (CBCT) to improve the workflow of CBCT-guided patient setup.
Male Deep Learning Cone-Beam Computed Tomography Prostatic Neoplasms Humans Prostate Radiotherapy Planning, Computer-Assisted Radiotherapy, Image-Guided
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A deep learning method for real-time intraoperative US image segmentation in prostate brachytherapy.

International journal of computer assisted radiology and surgery Jul 20, 2020
PURPOSE: This paper addresses the detection of the clinical target volume (CTV) in transrectal ultrasound (TRUS) image-guided intraoperative for permanent prostate brachytherapy. Developing a robust and automatic method to detect the CTV on intraoper...
Deep Learning Ultrasonography Models, Statistical Prostatic Neoplasms Prostate Workflow Artifacts Brachytherapy Humans Algorithms Reproducibility of Results Male Diagnosis, Computer-Assisted
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Comparison of machine learning algorithms to predict clinically significant prostate cancer of the peripheral zone with multiparametric MRI using clinical assessment categories and radiomic features.

European radiology Jul 16, 2020
OBJECTIVES: To analyze the performance of radiological assessment categories and quantitative computational analysis of apparent diffusion coefficient (ADC) maps using variant machine learning algorithms to differentiate clinically significant versus...
Diffusion Magnetic Resonance Imaging Multiparametric Magnetic Resonance Imaging Cluster Analysis Principal Component Analysis Area Under Curve Prostatic Neoplasms Prostate Biopsy Prostatectomy Male Middle Aged Treatment Outcome Support Vector Machine Aged Aged, 80 and over Adult Humans Machine Learning Algorithms Retrospective Studies Reproducibility of Results
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Automatic needle tracking using Mask R-CNN for MRI-guided percutaneous interventions.

International journal of computer assisted radiology and surgery Jul 16, 2020
PURPOSE: Accurate needle tracking provides essential information for MRI-guided percutaneous interventions. Passive needle tracking using MR images is challenged by variations of the needle-induced signal void feature in different situations. This wo...
Needles Image-Guided Biopsy Algorithms Male Magnetic Resonance Imaging Prostate Humans Neural Networks, Computer
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Deep learning applications in automatic needle segmentation in ultrasound-guided prostate brachytherapy.

Medical physics Jul 16, 2020
PURPOSE: High-Dose-Rate (HDR) brachytherapy is one of the most effective ways to treat the prostate cancer, which is the second most common cancer in men worldwide. This treatment delivers highly conformal dose through the transperineal needle implan...
Humans Male Deep Learning Prostatic Neoplasms Brachytherapy Ultrasonography, Interventional Prostate Needles
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