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Urinary Retention

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An automated bladder volume measurement algorithm by pixel classification using random forests.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 28269189
Residual bladder volume measurement is a very important marker for patients with urinary retention problems. To be able to monitor patients with these conditions at the bedside by nurses or in an out patient setting by general physicians, hand held u...
Algorithms Humans Image Processing, Computer-Assisted Organ Size Pattern Recognition, Automated Ultrasonography Urinary Bladder Urinary Retention
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Deep neural network architectures for forecasting analgesic response.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 28268935
Response to prescribed analgesic drugs varies between individuals, and choosing the right drug/dose often involves a lengthy, iterative process of trial and error. Furthermore, a significant portion of patients experience adverse events such as post-...
Administration, Oral Analgesia Analgesics Humans Machine Learning Neural Networks, Computer Oxycodone Pain Measurement Pain, Postoperative Postoperative Complications Support Vector Machine Urinary Retention
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Giant bladder (10,500 mL in volume) in the ED.

The American journal of emergency medicine 26786514
Aged Diabetic Neuropathies Emergency Service, Hospital Humans Male Tomography, X-Ray Computed Urinary Bladder, Neurogenic Urinary Retention
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Machine Learning on a Genome-wide Association Study to Predict Late Genitourinary Toxicity After Prostate Radiation Therapy.

International journal of radiation oncology, biology, physics 29502932
PURPOSE: Late genitourinary (GU) toxicity after radiation therapy limits the quality of life of prostate cancer survivors; however, efforts to explain GU toxicity using patient and dose information have remained unsuccessful. We identified patients w...
Androgen Antagonists Area Under Curve Brachytherapy Confidence Intervals Genome-Wide Association Study Genotyping Techniques Humans Lower Urinary Tract Symptoms Machine Learning Male Nocturia Polymorphism, Single Nucleotide Predictive Value of Tests Prostatic Neoplasms Quality of Life Regression Analysis Reproducibility of Results Risk Symptom Assessment Urinary Retention Urination Urination Disorders Urogenital System
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