AIMC Topic: Urinary Bladder

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Applying Deep-Learning Algorithm Interpreting Kidney, Ureter, and Bladder (KUB) X-Rays to Detect Colon Cancer.

Journal of imaging informatics in medicine Oct 31, 2024
Early screening is crucial in reducing the mortality of colorectal cancer (CRC). Current screening methods, including fecal occult blood tests (FOBT) and colonoscopy, are primarily limited by low patient compliance and the invasive nature of the proc...
Retrospective Studies Female Aged Sensitivity and Specificity Humans Algorithms Early Detection of Cancer Radiographic Image Interpretation, Computer-Assisted Colonic Neoplasms Urinary Bladder Ureter Male Middle Aged Deep Learning Kidney
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A Pre-Voiding Alarm System Using Wearable Ultrasound and Machine Learning Algorithms for Children With Nocturnal Enuresis.

IEEE journal of translational engineering in health and medicine Sep 10, 2024
Nocturnal enuresis is a bothersome condition that affects many children and their caregivers. Post-voiding systems is of little value in training a child into a correct voiding routing while existing pre-voiding systems suffer from several practical ...
Male Equipment Design Clinical Alarms Humans Signal Processing, Computer-Assisted Wearable Electronic Devices Nocturnal Enuresis Machine Learning Urination Child Algorithms Urinary Bladder Ultrasonography Female
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Multiparametric MRI-Based Deep Learning Radiomics Model for Assessing 5-Year Recurrence Risk in Non-Muscle Invasive Bladder Cancer.

Journal of magnetic resonance imaging : JMRI Aug 21, 2024
BACKGROUND: Accurately assessing 5-year recurrence rates is crucial for managing non-muscle-invasive bladder carcinoma (NMIBC). However, the European Organization for Research and Treatment of Cancer (EORTC) model exhibits poor performance.
Retrospective Studies Female Reproducibility of Results Risk Factors Humans Risk Assessment Deep Learning Magnetic Resonance Imaging Urinary Bladder Neoplasms Neoplasm Invasiveness Aged Radiomics Male Middle Aged Neoplasm Recurrence, Local Urinary Bladder Multiparametric Magnetic Resonance Imaging Non-Muscle Invasive Bladder Neoplasms
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Automatic segmentation of high-risk clinical target volume and organs at risk in brachytherapy of cervical cancer with a convolutional neural network.

Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique Aug 14, 2024
PURPOSE: This study aimed to design an autodelineation model based on convolutional neural networks for generating high-risk clinical target volumes and organs at risk in image-guided adaptive brachytherapy for cervical cancer.
Urinary Bladder Radiotherapy, Image-Guided Adult Uterine Cervical Neoplasms Middle Aged Rectum Colon, Sigmoid Organs at Risk Humans Radiotherapy Planning, Computer-Assisted Neural Networks, Computer Brachytherapy Tomography, X-Ray Computed Female
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Deep-learning-based segmentation using individual patient data on prostate cancer radiation therapy.

PloS one Jul 31, 2024
PURPOSE: Organ-at-risk segmentation is essential in adaptive radiotherapy (ART). Learning-based automatic segmentation can reduce committed labor and accelerate the ART process. In this study, an auto-segmentation model was developed by employing ind...
Prostate Male Organs at Risk Humans Deep Learning Tomography, X-Ray Computed Radiotherapy Planning, Computer-Assisted Image Processing, Computer-Assisted Urinary Bladder Prostatic Neoplasms
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Deep learning-assisted two-dimensional transperineal ultrasound for analyzing bladder neck motion in women with stress urinary incontinence.

American journal of obstetrics and gynecology Jul 19, 2024
BACKGROUND: No universally recognized transperineal ultrasound parameters are available for evaluating stress urinary incontinence. The information captured by commonly used perineal ultrasound parameters is limited and insufficient for a comprehensi...
Urethra Perineum Organ Motion Valsalva Maneuver Ultrasonography ROC Curve Urinary Bladder Urinary Incontinence, Stress Humans Retrospective Studies Adult Middle Aged Deep Learning Female Aged
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Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy Through Deep Learning-Based Coarse-to-Fine Shape Estimation.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control Jul 9, 2024
Accurate and continuous bladder volume monitoring is crucial for managing urinary dysfunctions. Wearable ultrasound (US) devices offer a solution by enabling noninvasive and real-time monitoring. Previous studies have limitations in power consumption...
Ultrasonography Organ Size Urinary Bladder Humans Algorithms Female Adult Male Middle Aged Deep Learning Wearable Electronic Devices
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Prediction of Robotic Anastomosis Competency Evaluation (RACE) metrics during vesico-urethral anastomosis using electroencephalography, eye-tracking, and machine learning.

Scientific reports Jun 25, 2024
Residents learn the vesico-urethral anastomosis (VUA), a key step in robot-assisted radical prostatectomy (RARP), early in their training. VUA assessment and training significantly impact patient outcomes and have high educational value. This study a...
Humans Urinary Bladder Urethra Electroencephalography Machine Learning Robotic Surgical Procedures Male Anastomosis, Surgical Eye-Tracking Technology Prostatectomy Clinical Competence
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Deep Learning Based Cystoscopy Image Enhancement.

Journal of endourology May 28, 2024
Endoscopy image enhancement technology provides doctors with clearer and more detailed images for observation and diagnosis, allowing doctors to assess lesions more accurately. Unlike most other endoscopy images, cystoscopy images face more complex ...
Algorithms Deep Learning Image Processing, Computer-Assisted Cystoscopy Image Enhancement Signal-To-Noise Ratio Urinary Bladder Humans
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Predicting osteoporosis from kidney-ureter-bladder radiographs utilizing deep convolutional neural networks.

Bone Apr 25, 2024
Osteoporosis is a common condition that can lead to fractures, mobility issues, and death. Although dual-energy X-ray absorptiometry (DXA) is the gold standard for osteoporosis, it is expensive and not widely available. In contrast, kidney-ureter-bla...
Lumbar Vertebrae Absorptiometry, Photon Female Deep Learning Urinary Bladder Aged ROC Curve Adult Kidney Male Humans Radiography Middle Aged Neural Networks, Computer Bone Density Osteoporosis
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