AIMC Topic: Defecography

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Automated grading of rectocele with an MRI radiomics model.

Scientific reports Jul 2, 2025
To develop an automated grading model for rectocele (RC) based on radiomics and evaluate its efficacy. This study retrospectively analyzed a total of 9,392 magnetic resonance imaging (MRI) images obtained from 222 patients who underwent dynamic magne...
Humans Machine Learning Retrospective Studies Female Aged Adult Radiomics Male Middle Aged Severity of Illness Index ROC Curve Support Vector Machine Magnetic Resonance Imaging Rectocele Defecography
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Analysis of factors that indicated surgery in 400 patients submitted to a complete diagnostic workup for obstructed defecation syndrome and rectal prolapse using a supervised machine learning algorithm.

Techniques in coloproctology Jun 25, 2024
BACKGROUND: Patient selection is extremely important in obstructed defecation syndrome (ODS) and rectal prolapse (RP) surgery. This study assessed factors that guided the indications for ODS and RP surgery and their specific role in our decision-maki...
Humans Algorithms Prospective Studies Retrospective Studies Clinical Decision-Making Female Aged Adult Middle Aged Syndrome Supervised Machine Learning Patient Selection Constipation Defecation Rectal Prolapse Defecography
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