Jul 2026· Journal of Surgical Oncology· Vol 134, pp. 539 - 547· 0 citations· 32 references
Medicine
TL;DR
This study developed both traditional statistical and machine learning models to predict the risk of developing a 90‐day postoperative complication after autologous reconstruction.
Abstract
Autologous breast reconstruction offers patients a durable and natural‐appearing option after mastectomy. However, complication risks include flap loss, infection, and delayed wound healing. This study developed both traditional statistical and machine learning (ML) models to predict the risk of developing a 90‐day postoperative complication after autologous reconstruction.
Background: Breast reconstruction following oncologic mastectomy is an integral component of comprehensive breast cancer care, with implant-based reconstruction consistently being reported to be the most commonly performed worldwide. Although immediate reconstruction offers the clear benefit of reducing the number of n...
Ron Skorochod, Yitzhak Skorochod, Yoav Gronovich· Plastic and Reconstructive S...· 0 citations
Abstract Background Silicone breast implants remain a mainstay of aesthetic surgery; however, long-term rupture remains a significant complication. MRI offers superior sensitivity for detecting silent ruptures. In patients declining reimplantation, autologous breast augmentation using a pedicled transverse rectus abdom...
Tung Dinh Nguyen· Aesthetic Surgery Journal Op...· 0 citations
The article highlights the issue of the possibility of performing risk-reducing mastectomy as a cancer prevention for hereditary diseases. A review of the scientific literature has been conducted confirming the advantage of this operation. A clinical case of bilateral subcutaneous mastectomy with simultaneous implant r...
E. M. Kungurtseva, D. Ryabchikov, N. V. Chanturiya et al.· Academy for Practical Oncolo...· 0 citations
This article provides an overview of the following: breast reconstruction in the context of postmastectomy radiation therapy, reconstructive adjacent procedures such as lymphedema surgery, and unmet gaps in patient care including patient education. Postmastectomy radiation therapy is associated with detrimental soft ti...
William M. Tian, Caitlin Jacobs, Shivani A. Shah et al.· Current Breast Cancer Report...· 0 citations
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