AIMC Topic: Prostate

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Correlation of urinary continence recovery with various factors after Robot assisted radical prostatectomy.

Urologia Aug 26, 2023
BACKGROUND: In addition to ensuring cancer control, prevention of incontinence which significantly impact patients' quality of life, is also an important issue in robot-assisted radical prostatectomy (RARP) operations. In this study, we aimed to find...
Recovery of Function Robotics Prostatic Neoplasms Robotic Surgical Procedures Prostate Prostatectomy Infant Quality of Life Treatment Outcome Humans Male
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Robot-assisted Radical Prostatectomy Performed with Different Robotic Platforms: First Comparative Evidence Between Da Vinci and HUGO Robot-assisted Surgery Robots.

European urology focus Aug 25, 2023
BACKGROUND: In the field of robotic surgery, there is a lack of comparative evidence on surgical and functional outcomes of different robotic platforms.
Prostate Humans Prostatectomy Male Robotics Lymph Node Excision Robotic Surgical Procedures
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Deep learning based correction of RF field induced inhomogeneities for T2w prostate imaging at 7 T.

NMR in biomedicine Aug 25, 2023
At ultrahigh field strengths images of the body are hampered by B -field inhomogeneities. These present themselves as inhomogeneous signal intensity and contrast, which is regarded as a "bias field" to the ideal image. Current bias field correction m...
Image Processing, Computer-Assisted Prostate Humans Algorithms Neural Networks, Computer Male Deep Learning
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Deep-learning prostate cancer detection and segmentation on biparametric versus multiparametric magnetic resonance imaging: Added value of dynamic contrast-enhanced imaging.

International journal of urology : official journal of the Japanese Urological Association Aug 22, 2023
OBJECTIVES: To develop diagnostic algorithms of multisequence prostate magnetic resonance imaging for cancer detection and segmentation using deep learning and explore values of dynamic contrast-enhanced imaging in multiparametric imaging, compared w...
Male Deep Learning Contrast Media Humans Retrospective Studies Magnetic Resonance Spectroscopy Magnetic Resonance Imaging Prostatic Neoplasms Prostate
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Editorial Comment to Evaluation of sexual function after robot-assisted radical prostatectomy: A farewell to IIEF questionnaire.

International journal of urology : official journal of the Japanese Urological Association Aug 22, 2023
Male Surveys and Questionnaires Robotics Robotic Surgical Procedures Prostate Prostatectomy Humans
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Detecting Adverse Pathology of Prostate Cancer With a Deep Learning Approach Based on a 3D Swin-Transformer Model and Biparametric MRI: A Multicenter Retrospective Study.

Journal of magnetic resonance imaging : JMRI Aug 21, 2023
BACKGROUND: Accurately detecting adverse pathology (AP) presence in prostate cancer patients is important for personalized clinical decision-making. Radiologists' assessment based on clinical characteristics showed poor performance for detecting AP p...
Humans Retrospective Studies Image Interpretation, Computer-Assisted Prostatectomy Deep Learning Sensitivity and Specificity ROC Curve Male Imaging, Three-Dimensional Middle Aged Magnetic Resonance Imaging Prostatic Neoplasms Reproducibility of Results Prostate Aged
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Reference standard for the evaluation of automatic segmentation algorithms: Quantification of inter observer variability of manual delineation of prostate contour on MRI.

Diagnostic and interventional imaging Aug 21, 2023
PURPOSE: The purpose of this study was to investigate the relationship between inter-reader variability in manual prostate contour segmentation on magnetic resonance imaging (MRI) examinations and determine the optimal number of readers required to e...
Algorithms Humans Prostate Artificial Intelligence Male Observer Variation Magnetic Resonance Imaging
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Deep learning approach for accurate prostate cancer identification and stratification using combined immunostaining of cytokeratin, p63, and racemase.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Aug 19, 2023
BACKGROUND: Prostate cancer (PCa) is the most frequently diagnosed cancer in men worldwide, affecting around 1.4 million individuals. Current PCa diagnosis relies on histological analysis of prostate biopsy samples, an activity that is both time-cons...
Humans Prostate Keratins Racemases and Epimerases Male Deep Learning Prostatic Neoplasms
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Attention-guided multi-scale learning network for automatic prostate and tumor segmentation on MRI.

Computers in biology and medicine Aug 15, 2023
BACKGROUND AND OBJECTIVE: Image-guided clinical diagnosis can be achieved by automatically and accurately segmenting prostate and prostatic cancer in male pelvic magnetic resonance imaging (MRI) images. For accurate tumor removal, the location, numbe...
Prostate Pelvis Magnetic Resonance Imaging Prostatic Neoplasms Humans Male Deep Learning Image Processing, Computer-Assisted
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Performance assessment of variant UNet-based deep-learning dose engines for MR-Linac-based prostate IMRT plans.

Physics in medicine and biology Aug 11, 2023
. UNet-based deep-learning (DL) architectures are promising dose engines for traditional linear accelerator (Linac) models. Current UNet-based engines, however, were designed differently with various strategies, making it challenging to fairly compar...
Humans Male Deep Learning Radiotherapy, Intensity-Modulated Monte Carlo Method Particle Accelerators Prostate Radiotherapy Planning, Computer-Assisted Radiotherapy Dosage
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