AIMC Topic: Hydronephrosis

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Predictive Analytics and Modeling Employing Machine Learning Technology: The Next Step in Data Sharing, Analysis, and Individualized Counseling Explored With a Large, Prospective Prenatal Hydronephrosis Database.

Urology Jun 30, 2018
OBJECTIVE: To explore the potential value of utilizing a commercially available cloud-based machine learning platform to predict surgical intervention in infants with prenatal hydronephrosis (HN).
Counseling Hydronephrosis Algorithms Humans Forecasting Prospective Studies Databases, Factual Infant Machine Learning Female Data Analysis Male Models, Statistical Information Dissemination
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Early Detection of Ureteropelvic Junction Obstruction Using Signal Analysis and Machine Learning: A Dynamic Solution to a Dynamic Problem.

The Journal of urology Oct 21, 2017
PURPOSE: We sought to define features that describe the dynamic information in diuresis renograms for the early detection of clinically significant hydronephrosis caused by ureteropelvic junction obstruction.
Hydronephrosis Humans Ureteral Obstruction Machine Learning Systems Analysis Multicystic Dysplastic Kidney Retrospective Studies Infant Radioisotope Renography Sensitivity and Specificity Early Diagnosis Diuresis
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Robot-assisted laparoscopic pyeloplasty in infants using 5-mm instruments.

Journal of pediatric urology Jan 17, 2017
BACKGROUND: Utilization of the robotic approach to pyeloplasty continues to grow in the field of pediatric urology. Adoption in the infant population has perhaps been the slowest because of the limited operative domain and relatively large instrument...
Equipment Design Infant Female Treatment Outcome Robotic Surgical Procedures Kidney Pelvis Time Factors Nephrotomy Robotics Follow-Up Studies Hospitals, Pediatric Humans Laparoscopy Operative Time Retrospective Studies Texas Hydronephrosis Male Risk Assessment
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Deep Learning Algorithms to Predict Differential Renal Function <40% in Unilateral Hydronephrosis Based on Key Parameters of Urinary Tract Ultrasound.

Urology Jun 1, 2025
OBJECTIVE: To identify the correlation between ultrasound findings and the incidence of differential renal function (DRF) <40%, we conducted an analysis of the key parameters of urinary tract ultrasound in children with unilateral hydronephrosis. For...
Deep Learning Child, Preschool Child Male Infant Urinary Tract Humans Hydronephrosis Radioisotope Renography Retrospective Studies Ultrasonography Female Kidney Predictive Value of Tests
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Robot-assisted intracorporeal ileal conduit urinary diversion: A two-center comparative study of Bricker versus Wallace ureteroileal anastomosis.

Asian journal of endoscopic surgery Apr 1, 2024
INTRODUCTION: This study was performed to evaluate the differences in the perioperative results, renal function, and incidence of hydronephrosis over time between the use of Bricker anastomosis and Wallace anastomosis for robot-assisted intracorporea...
Ileum Hydronephrosis Urinary Diversion Robotics Humans Urinary Bladder Neoplasms Anastomosis, Surgical Cystectomy
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Pilot study of machine learning in the task of distinguishing high and low-grade pediatric hydronephrosis on ultrasound.

Investigative and clinical urology Nov 1, 2023
PURPOSE: Hydronephrosis is a common pediatric urological condition, characterized by dilation of the renal collecting system. Accurate identification of the severity of hydronephrosis is crucial in clinical management, as high-grade hydronephrosis ca...
Humans Pilot Projects Child Hydronephrosis Artificial Intelligence Machine Learning Retrospective Studies
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Outcomes of Robot-Assisted Laparoscopic Pyeloplasty Based on Degree of Obstruction on Preoperative Tc-99 MAG-3 Renal Scintigraphy.

Journal of endourology Feb 1, 2023
Management of symptomatic ureteropelvic junction (UPJ) obstruction with hydronephrosis and discordant Tc-99 mercaptoacetyltriglycine (MAG-3) renal scintigraphy is challenging. In this study we describe long-term outcomes of patients who underwent ro...
Ureteral Obstruction Urologic Surgical Procedures Kidney Pelvis Hydronephrosis Kidney Treatment Outcome Robotics Laparoscopy Radionuclide Imaging Furosemide Humans Retrospective Studies Adult
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