Prediction of pouchitis after ileal pouch-anal anastomosis in patients with ulcerative colitis using artificial intelligence and deep learning.

Mizuno, S; Okabayashi, K; Ikebata, A; Matsui, S; Seishima, R; Shigeta, K; Kitagawa, Y

Mizuno, S; Okabayashi, K; Ikebata, A; Matsui, S; Seishima, R; Shigeta, K; Kitagawa, Y.

Afiliación

Mizuno S; Department of Surgery, Keio University School of Medicine, 35 Shinano-machi, Shinjuku-ku, Tokyo, 160-8582, Japan.
Okabayashi K; Department of Surgery, Keio University School of Medicine, 35 Shinano-machi, Shinjuku-ku, Tokyo, 160-8582, Japan. okabayashikoji@gmail.com.
Ikebata A; Department of Surgery, Saitama Medical Center, Saitama, Japan.
Matsui S; Department of Surgery, Keio University School of Medicine, 35 Shinano-machi, Shinjuku-ku, Tokyo, 160-8582, Japan.
Seishima R; Department of Surgery, Keio University School of Medicine, 35 Shinano-machi, Shinjuku-ku, Tokyo, 160-8582, Japan.
Shigeta K; Department of Surgery, Keio University School of Medicine, 35 Shinano-machi, Shinjuku-ku, Tokyo, 160-8582, Japan.
Kitagawa Y; Department of Surgery, Keio University School of Medicine, 35 Shinano-machi, Shinjuku-ku, Tokyo, 160-8582, Japan.

Tech Coloproctol ; 26(6): 471-478, 2022 06.

Article en En | MEDLINE | ID: mdl-35233723

Asunto(s)

Colitis Ulcerosa; Reservorios Cólicos; Aprendizaje Profundo; Reservoritis; Proctocolectomía Restauradora; Adulto; Anastomosis Quirúrgica/efectos adversos; Inteligencia Artificial; Colitis Ulcerosa/complicaciones; Colitis Ulcerosa/cirugía; Reservorios Cólicos/efectos adversos; Femenino; Humanos; Masculino; Persona de Mediana Edad; Complicaciones Posoperatorias/etiología; Complicaciones Posoperatorias/cirugía; Reservoritis/etiología; Proctocolectomía Restauradora/efectos adversos; Estudios Retrospectivos

Palabras clave

Convolutional neural network; Deep learning; Pouchitis; Prediction; Ulcerative colitis

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Colitis Ulcerosa / Proctocolectomía Restauradora / Reservoritis / Reservorios Cólicos / Aprendizaje Profundo Tipo de estudio: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: Tech Coloproctol Asunto de la revista: GASTROENTEROLOGIA Año: 2022 Tipo del documento: Article País de afiliación: Japón Pais de publicación: Italia

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