AIMC Topic: Surgical Stomas

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Machine learning for temporary stoma after intestinal resection in surgical decision-making of Crohn's disease.

BMC gastroenterology Feb 25, 2025
BACKGROUND: Crohn's disease (CD) often necessitates surgical intervention, with temporary stoma creation after intestinal resection (IR) being a crucial decision. This study aimed to construct novel models based on machine learning (ML) to predict te...
Humans Machine Learning Algorithms Retrospective Studies Clinical Decision-Making Female Adult Male Middle Aged Crohn Disease Surgical Stomas
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Assessing the efficacy of artificial intelligence to provide peri-operative information for patients with a stoma.

ANZ journal of surgery Dec 2, 2024
BACKGROUND: Stomas present significant lifestyle and psychological challenges for patients, requiring comprehensive education and support. Current educational methods have limitations in offering relevant information to the patient, highlighting a po...
Humans Artificial Intelligence Female Reproducibility of Results Male Patient Education as Topic Surgical Stomas Comprehension Perioperative Care
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Machine learning model for prediction of permanent stoma after anterior resection of rectal cancer: A multicenter study.

European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology May 6, 2024
BACKGROUND: The conversion from a temporary to a permanent stoma (PS) following rectal cancer surgery significantly impacts the quality of life of patients. However, there is currently a lack of practical preoperative tools to predict PS formation. T...
Humans Machine Learning Algorithms Retrospective Studies Female Aged Male Middle Aged Quality of Life Support Vector Machine Rectal Neoplasms Surgical Stomas Proctectomy
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[Prognosis of Patients after Palliative Stoma Creation].

Gan to kagaku ryoho. Cancer & chemotherapy Dec 1, 2018
INTRODUCTION: We evaluated the effectiveness of palliative stomas created to resolve symptoms of bowel obstruction.
Humans Prognosis Retrospective Studies Aged Colorectal Neoplasms Palliative Care Intestinal Obstruction Surgical Stomas
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