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Current Applications of Artificial Intelligence in Bariatric Surgery.
Bellini, Valentina; Valente, Marina; Turetti, Melania; Del Rio, Paolo; Saturno, Francesco; Maffezzoni, Massimo; Bignami, Elena.
Afiliación
  • Bellini V; Anesthesiology, Critical Care and Pain Medicine Division, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, 43126, Parma, Italy.
  • Valente M; General Surgery Unit, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, 43126, Parma, Italy.
  • Turetti M; Anesthesiology, Critical Care and Pain Medicine Division, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, 43126, Parma, Italy.
  • Del Rio P; General Surgery Unit, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, 43126, Parma, Italy.
  • Saturno F; Anesthesiology, Critical Care and Pain Medicine Division, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, 43126, Parma, Italy.
  • Maffezzoni M; Anesthesiology, Critical Care and Pain Medicine Division, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, 43126, Parma, Italy.
  • Bignami E; Anesthesiology, Critical Care and Pain Medicine Division, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, 43126, Parma, Italy.
Obes Surg ; 32(8): 2717-2733, 2022 08.
Article en En | MEDLINE | ID: mdl-35616768
ABSTRACT
The application of artificial intelligence technologies is growing in several fields of healthcare settings. The aim of this article is to review the current applications of artificial intelligence in bariatric surgery. We performed a review of the literature on Scopus, PubMed and Cochrane databases, screening all relevant studies published until September 2021, and finally including 36 articles. The use of machine learning algorithms in bariatric surgery is explored in all steps of the clinical pathway, from presurgical risk-assessment and intraoperative management to complications and outcomes prediction. The models showed remarkable results helping physicians in the decision-making process, thus improving the quality of care, and contributing to precision medicine. Several legal and ethical hurdles should be overcome before these methods can be used in common practice.
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Obesidad Mórbida / Cirugía Bariátrica Tipo de estudio: Guideline / Prognostic_studies / Risk_factors_studies / Systematic_reviews Límite: Humans Idioma: En Revista: Obes Surg Asunto de la revista: METABOLISMO Año: 2022 Tipo del documento: Article País de afiliación: Italia

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Obesidad Mórbida / Cirugía Bariátrica Tipo de estudio: Guideline / Prognostic_studies / Risk_factors_studies / Systematic_reviews Límite: Humans Idioma: En Revista: Obes Surg Asunto de la revista: METABOLISMO Año: 2022 Tipo del documento: Article País de afiliación: Italia