Machine Learning to Predict Implant-Based Breast Reconstruction Failure: A Bootstrap-Validated Elastic Net Model.
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| Title: | Machine Learning to Predict Implant-Based Breast Reconstruction Failure: A Bootstrap-Validated Elastic Net Model. |
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| Authors: | Berkane Y; Department of Plastic, Reconstructive and Aesthetic Surgery, CHU de Rennes, University of Rennes, 35000, Rennes, France. yanis.berkane@chu-rennes.fr.; SITI Laboratory, UMR1236, Etablissement Français du Sang, University of Rennes, 35000, Rennes, France. yanis.berkane@chu-rennes.fr., Scarabosio A; Plastic and Reconstructive Surgery, Department of Medical Area, University Hospital Santa Maria della Misericordia of Udine, 33100, Udine, Italy., Caputo GG; Plastic and Reconstructive Surgery, Department of Medical Area, University Hospital Santa Maria della Misericordia of Udine, 33100, Udine, Italy., Girard P; Department of Plastic, Reconstructive and Aesthetic Surgery, CHU de Rennes, University of Rennes, 35000, Rennes, France.; SITI Laboratory, UMR1236, Etablissement Français du Sang, University of Rennes, 35000, Rennes, France., Albanese R; Plastic and Reconstructive Surgery, Department of Medical Area, University Hospital Santa Maria della Misericordia of Udine, 33100, Udine, Italy., Tambasco D; Plastic Surgery Unit, San Carlo di Nancy Hospital, 00165, Rome, Italy., Bertheuil N; Department of Plastic, Reconstructive and Aesthetic Surgery, CHU de Rennes, University of Rennes, 35000, Rennes, France. nicolas.bertheuil@chu-rennes.fr.; SITI Laboratory, UMR1236, Etablissement Français du Sang, University of Rennes, 35000, Rennes, France. nicolas.bertheuil@chu-rennes.fr., Bodin F; Department of Plastic, Aesthetic and Maxillofacial Surgery, CHRU de Strasbourg, 67091, Strasbourg, France.; ICube laboratory, CNRS UMR 7357, MMB, University of Strasbourg, 67091, Strasbourg, France., Jacquinot N; Department of Gastroenterology, Nancy University Hospital, University of Lorraine, Vandoeuvre-lès-Nancy, F-54052, Nancy, France., Parodi PC; Plastic Surgery Unit, San Carlo di Nancy Hospital, 00165, Rome, Italy. |
| Source: | Aesthetic plastic surgery [Aesthetic Plast Surg] 2026 Jun; Vol. 50 (11), pp. 4097-4110. Date of Electronic Publication: 2026 Apr 13. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer-Verlag Country of Publication: United States NLM ID: 7701756 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-5241 (Electronic) Linking ISSN: 0364216X NLM ISO Abbreviation: Aesthetic Plast Surg Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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