Surgery

Latest AI and machine learning research in surgery for healthcare professionals.

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Radiomics-driven prediction of postoperative infection risk in maxillofacial fractures: multidimensional risk factor analysis and model construction based on absorbable plate fixation.

OBJECTIVES: This study proposes a predictive model that integrates radiological features with multidimensional clinical factors for the accurate prediction of postoperative infection in maxillofacial fracture patients treated with absorbable fixation plates. METHODS: This model incorporates a fusion algorithm based on K-means clustering and fully connected neural networks to perform in-depth analy...

Jun 12 2026 42277335

Predicting device-related complications among women undergoing breast implant surgeries.

BACKGROUND: Breast implant surgery is a high-volume procedure, yet predicting device-related complications that require revision surgery remains challenging, with current registry-based methods lacking accuracy. We aimed to develop and validate machine learning (ML) models to predict revision owing to complications following primary breast implant surgery, using a large multi-centre data from the ...

Jun 11 2026 42341725
How can reasoning capability empower the AI copilot robot in endoscopic surgery.

Reasoning capability has significantly advanced complex logical inference and robotic decision-making in general domains. However, its potential in th...

Jun 11 2026 42277237
Economic Impact of a Deep Learning Algorithm for Automated Head and Neck Surgery Referral Triage.

OBJECTIVE: To quantify the comprehensive financial impact from implementing a deep learning algorithm for assistive patient triage within a high-volum...

Jun 11 2026 42277577
CT-based habitat analysis combined with multi-channel deep learning for predicting early recurrence after pancreatic cancer resection: a multicenter study.

BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) has a poor prognosis, with high early recurrence rates after curative resection. Current predictio...

Jun 11 2026 42277870
Infections in Burn Patients: Pathophysiology, Prevention, and Contemporary Therapeutic Strategies in the Era of Antimicrobial Resistance.

Burn injuries are associated with significant morbidity and mortality, largely driven by infectious complications. Disruption of the skin barrier, sys...

Jun 11 2026 42274913
Localizing the Epileptogenic Zone Using SEEG-Based Excitation-Inhibition Dynamics and Spectral Features in Drug-Resistant Epilepsy: A Multicenter Retrospective Study.

Drug-resistant epilepsy (DRE) affects millions of people worldwide and remains a major therapeutic challenge, largely due to the difficulty in precise...

Jun 11 2026 42275352
Predicting Intramyocardial Hemorrhage Before Reperfusion in STEMI Patients With Intrinsically Explainable Artificial Intelligence.

BACKGROUND: Intramyocardial hemorrhage (IMH) complicates approximately 40% of reperfused ST-segment elevation myocardial infarctions (STEMIs) and is a...

Jun 11 2026 42275680
Deep learning applications in cancer treatment Prediction: Comprehensive research foundation for systematic review and Meta-Analysis.

Deep learning has rapidly emerged as a transformative technology in oncology, offering new capabilities in treatment response prediction and personali...

Jun 11 2026 42276181
Oral and Maxillofacial Surgery research hotspots and emerging trends in 2025: A targeted bibliometric analysis.

OBJECTIVES: To perform a targeted bibliometric analysis of the Oral and Maxillofacial Surgery (OMFS) literature from 2025 to map its current intellect...

Jun 11 2026 42276254
What is truly evidence-based in pterygium? An umbrella review of systematic reviews and meta-analyses.

PURPOSE: To synthesize and critically appraise evidence from systematic reviews and meta-analyses on pterygium, identifying domains with robust suppor...

Jun 11 2026 42276419
Label-free classification of breast cancer subtypes in ex vivo human tissues using Raman spectroscopy and machine learning.

Breast conserving surgery (BCS) aims to excise breast tumors whilst preserving breast-related quality of life, but is complicated by the challenge of ...

Jun 11 2026 42277140
A machine learning model integrating two-dimensional ultrasound radiomics and clinical parameters for differentiating membranous nephropathy from IgA nephropathy.

BACKGROUND: Membranous nephropathy (MN) and IgA nephropathy (IgAN) are the two most common primary glomerular diseases in China, with distinct pathoph...

Jun 11 2026 42277408
Scrolling for Surgery: Artificial Intelligence-Powered Evaluation of Labiaplasty Discourse on TikTok.

BACKGROUND: Labiaplasty has experienced growing popularity, with over 10,800 procedures performed annually in the USA. Discussions about this surgery ...

Jun 11 2026 42277420
Psychological Risk Assessment in Plastic Surgery via a DeepSeek Large Language Model: A Retrospective Cohort Study.

BACKGROUND: Preoperative psychological risk assessment is critical yet challenging in plastic surgery because of high rates of body dysmorphic disorde...

Jun 11 2026 42277421
Clinical Subgroups and Treatment Outcomes in Idiopathic Normal Pressure Hydrocephalus: Application of Machine Learning-Based Clustering.

BACKGROUND AND OBJECTIVES: The variability in clinical phenotype, radiological features and treatment outcomes of idiopathic normal pressure hydroceph...

Jun 11 2026 42282951
Shaping the future of endourology: role of education, simulation and uro-technology: a scoping review by the EAU Section of Endourology.

PURPOSE OF REVIEW: This scoping review synthesizes contemporary evidence on the role of simulation, uro-technology and structured training curricula i...

Jun 10 2026 42294848
Cartilage Injury: Update on Diagnosis and Image-guided Therapy.

Cartilage injury is a prevalent source of pain and disability, often progressing to osteoarthritis if untreated. MR imaging represents the reference s...

Jun 10 2026 42442871
Machine learning-based prediction of mortality and hospitalization in diabetic patients with heart failure with preserved ejection fraction: the GUARDIAN-P risk score.

AIMS: Diabetes mellitus (DM) is a major contributor to adverse outcomes in patients with heart failure with preserved ejection fraction (HFpEF). We ai...

Jun 10 2026 42358229
Artificial intelligence augmented tutoring vs expert instruction on learning simulated general surgical skills: a systematic review and meta-analysis.

BACKGROUND: Surgical training suffers from a global deficit; 5 billion people lack access to safe surgery, with an estimated 143 million additional pr...

Jun 10 2026 42271404
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