AIMC Topic: Urinary Bladder Neoplasms

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Toward Automated Bladder Tumor Stratification Using Confocal Laser Endomicroscopy.

Journal of endourology Oct 29, 2019
Urothelial carcinoma of the bladder (UCB) is the most common urinary cancer. White-light cystoscopy (WLC) forms the corner stone for the diagnosis of UCB. However, histopathological assessment is required for adjuvant treatment selection. Probe-base...
Cystoscopy Intravital Microscopy Neoplasm Grading Image Interpretation, Computer-Assisted Carcinoma, Transitional Cell Neural Networks, Computer Sensitivity and Specificity Image Processing, Computer-Assisted Microscopy, Confocal Humans Urinary Bladder Neoplasms Area Under Curve
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Generic Isolated Cell Image Generator.

Cytometry. Part A : the journal of the International Society for Analytical Cytology Oct 8, 2019
Building automated cancer screening systems based on image analysis is currently a hot topic in computer vision and medical imaging community. One of the biggest challenges of such systems, especially those using state-of-the-art deep learning techni...
Humans Early Detection of Cancer Cytological Techniques Urine Deep Learning Urothelium Image Processing, Computer-Assisted Urinary Bladder Neoplasms
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Prediction of complication related death after radical cystectomy for bladder cancer with machine learning methodology.

Scandinavian journal of urology Sep 25, 2019
To create a pre-operatively usable tool to identify patients at high risk of early death (within 90 days post-operatively) after radical cystectomy and to assess potential risk factors for post-operative and surgery related mortality. Material consi...
Risk Factors Aged Aged, 80 and over Prognosis Retrospective Studies Female Postoperative Complications Urinary Bladder Neoplasms Cystectomy Male Middle Aged Risk Assessment Humans Machine Learning
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Augmented Bladder Tumor Detection Using Deep Learning.

European urology Sep 17, 2019
Adequate tumor detection is critical in complete transurethral resection of bladder tumor (TURBT) to reduce cancer recurrence, but up to 20% of bladder tumors are missed by standard white light cystoscopy. Deep learning augmented cystoscopy may impro...
Humans Carcinoma, Transitional Cell Deep Learning Cystoscopy Urinary Bladder Neoplasms
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Multigene signatures of responses to chemotherapy derived by biochemically-inspired machine learning.

Molecular genetics and metabolism Aug 19, 2019
Pharmacogenomic responses to chemotherapy drugs can be modeled by supervised machine learning of expression and copy number of relevant gene combinations. Such biochemical evidence can form the basis of derived gene signatures using cell line data, w...
Breast Neoplasms Gene Expression Profiling Transcriptome Cell Line, Tumor Urinary Bladder Neoplasms Metabolic Networks and Pathways Humans Female Supervised Machine Learning Gene Dosage Drug Therapy
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Performance of an artificial intelligence algorithm for reporting urine cytopathology.

Cancer cytopathology Aug 14, 2019
BACKGROUND: Unlike Papanicolaou tests, there are no commercially available computer-assisted automated screening systems for urine specimens. Despite The Paris System for Reporting Urinary Cytology, there still is poor interobserver agreement with ur...
Urothelium Observer Variation Carcinoma, Transitional Cell Urine Aged, 80 and over Sensitivity and Specificity Middle Aged Humans Feasibility Studies Female Image Interpretation, Computer-Assisted Deep Learning Aged Urinary Bladder Neoplasms
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Re: Accurate Quantification of Residual Cancer Cells in Pelvic Washing Reveals Association with Cancer Recurrence following Robot-Assisted Radical Cystectomy.

The Journal of urology Aug 8, 2019
Robotics Neoplasm Recurrence, Local Cystectomy Neoplasm, Residual Humans Urinary Bladder Neoplasms
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Editorial Comment to Current status and future perspective of robot-assisted radical cystectomy for invasive bladder cancer.

International journal of urology : official journal of the Japanese Urological Association Jul 30, 2019
Humans Urinary Bladder Neoplasms Robotics Robotic Surgical Procedures Cystectomy
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Perioperative and oncological outcomes of robot-assisted radical cystectomy in octogenarians.

Journal of geriatric oncology Jul 24, 2019
Cystectomy Aged, 80 and over Postoperative Complications Urinary Bladder Neoplasms Humans Treatment Outcome Robotics Robotic Surgical Procedures
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Recognition of early and late stages of bladder cancer using metabolites and machine learning.

Metabolomics : Official journal of the Metabolomic Society Jun 20, 2019
INTRODUCTION: Bladder cancer (BCa) is one of the most common and aggressive cancers. It is the sixth most frequently occurring cancer in men and its rate of occurrence increases with age. The current method of BCa diagnosis includes a cystoscopy and ...
Glycine Urinary Bladder Neoplasms Galactose Metabolic Networks and Pathways ErbB Receptors Area Under Curve Biomarkers, Tumor Neoplasm Staging Insulin Amino Acids ROC Curve Humans Proto-Oncogene Proteins c-akt Machine Learning Software
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