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Institut Mutualiste Montsouris classification is associated with postoperative portal vein thrombosis in laparoscopic liver resection.
Surg Endosc
January 2025
Department of Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-0001, Japan.
Background: Laparoscopic liver resection (LLR) is a surgical procedure with varying degrees of difficulty depending on tumor status and surgical technique. Therefore, we aimed to evaluate the relationship between surgical difficulty levels and outcomes of LLR, particularly portal vein thrombosis (PVT).
Methods: We performed LLRs in 214 patients between January 2009 and December 2022.
Deep learning based decision-making and outcome prediction for adolescent idiopathic scoliosis patients with posterior surgery.
Sci Rep
January 2025
Department of Orthopedics, Shanghai Changhai Hospital, Shanghai, 200433, China.
With the emergence of numerous classifications, surgical treatment for adolescent idiopathic scoliosis (AIS) can be guided more effectively. However, surgical decision-making and optimal strategies still lack standardization and personalized customization. Our study aims to devise proper deep learning (DL) models that incorporate key factors influencing surgical outcomes on the coronal plane in AIS patients to facilitate surgical decision-making and predict surgical results for AIS patients.
View Article and Find Full Text PDFDevelopment and Internal Validation of a Novel Nomogram to Predict the Risk of Postoperative Acute Kidney Injury Following Robot-Assisted Partial Nephrectomy.
Urology
January 2025
Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH. Electronic address:
Objectives: To develop a predictive tool to assist in predicting the risk of Acute Kidney Injury (AKI) following robot-assisted partial nephrectomy (RAPN).
Methods: A retrospective review was performed on the prospectively maintained, IRB-approved database to identify all consecutive patients who underwent RAPN between 2008 and 2023. Patients with end-stage kidney disease (ESKD), horseshoe kidneys, solitary kidneys, and previous renal transplant recipients were excluded.
Development of a predictive nomogram for postoperative acute respiratory distress syndrome in Stanford type A aortic dissection patients: a retrospective study.
Rev Port Cardiol
January 2025
Department of Cardiovascular Surgery, The First Affiliated Hospital of Jinan University, Guangzhou, China. Electronic address:
Introduction And Objectives: This retrospective study aimed to develop a nomogram to predict the risk of postoperative acute respiratory distress syndrome (ARDS) in patients with Stanford type A acute aortic dissection.
Methods: The study included patients who underwent surgical repair for Stanford type A acute aortic dissection between January 2020 and December 2023. Demographic data, surgical details, intraoperative information, and postoperative outcomes were collected.
Prediction of the Serial Alignment Change after Opening-Wedge High Tibial Osteotomy Based on Coronal Plane Alignment of the Knee Using Machine Learning Algorithm.
J Knee Surg
January 2025
Orthopedics, Seoul National University Bundang Hospital, Seongnam, Korea (the Republic of).
Categorization of alignment into phenotypes can be useful for predicting and analyzing postoperative alignment changes after opening-wedge high tibial osteotomy (OWHTO). The purposes of this study were (1) to develop a machine learning model for the predicting the Coronal Plane Alignment of the Knee (CPAK) phenotypes of final alignment after OWHTO, and (2) to analyze predictive factors for final alignment phenotypes. Data were retrospectively collected from 163 knees that underwent OWHTO between March 2014 and December 2019.
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