Surgery

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

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Vibroacoustic detection of inclusions in an elastomeric tissue phantom using a multilayer perceptron classifier: A proof-of-concept study.

Accurate detection of tumor boundaries is critical for the success of oncologic surgical intervention. Traditionally, palpation can handover important information for tumor localization based on the tissue mechanical properties, but in Minimally Invasive Surgery no direct access to the tumor for palpation is feasible. For providing a technical analogy, this feasibility-level study focusses on the ...

Nov 19 2025 41274193

GICAF-Net: A cross-attentional graph-image fusion network for hyperspectral pathological diagnosis of FNH and HCC.

BACKGROUND AND OBJECTIVE: Accurate intraoperative differentiation between focal nodular hyperplasia (FNH) and hepatocellular carcinoma (HCC) remains a major clinical challenge, especially in atypical cases where conventional imaging and histopathology are constrained by turnaround time, cost, or spectral resolution. This study aims to develop a novel deep learning framework to improve the precisio...

Nov 19 2025 41289808
Deep-Learning Virtual Superior Mesenteric Artery Modeling for Risk Stratification in Pancreas Surgery.

BACKGROUND: Understanding the patient-specific anatomy of the superior mesenteric artery (SMA) and its branches is of critical importance when perform...

Nov 18 2025 41251913
The use of machine learning to predict pharmacological therapy in gestational diabetes: A scoping review.

AIMS: Early identification of pharmacological therapy for gestational diabetes mellitus (GDM), a common pregnancy complication, through machine learni...

Nov 18 2025 41254474
Interpretable Machine Learning Model for Survival Prediction in Pediatric Adrenocortical Tumors.

PURPOSE: Pediatric adrenocortical tumors (pACTs) are rare and clinically heterogeneous. Existing risk stratification systems rely on fixed thresholds ...

Nov 18 2025 41608202
Machine learning to predict complications after salvage surgery in head and neck cancers.

The aim of this study was to develop a machine learning classification model that can forecast salvage surgery complications. This was a retrospective...

Nov 17 2025 41253618
Artificial intelligence-assisted tracheal intubation in humans: a prospective observational study of diagnostic accuracy.

INTRODUCTION: larynGuide™ is a novel assistive software integrated with the C-MAC® videolaryngoscope, which provides guidance during laryngoscopy and ...

Nov 17 2025 41243690
Deep learning-based obstructive coronary artery disease prediction from myocardial perfusion SPECT.

PURPOSE: We aim to apply the deep learning (DL) technique to predict the gold-standard invasive coronary angiography (ICA) for coronary artery disease...

Nov 17 2025 41247514
Automated Segmentation of Bilateral Vestibular Schwannoma in Neurofibromatosis 2 (NF2).

OBJECTIVE: Automated segmentation models for volumetric measurement of vestibular schwannoma (VS) have been developed for sporadic VS but not for bila...

Nov 17 2025 41243123
OCT-PRO: A Multimodal Model Integrating OCT and Clinical Traits to Predict Postoperative Outcomes in Cataract Patients.

PURPOSE: To develop and validate OCT-PRO, a multimodal machine learning model integrating OCT images and clinical traits to predict postoperative visu...

Nov 17 2025 41532137
Deep Learning Radiomics Model Based on Ultrasound Images Predicts Myometrial Infiltration of Endometrial Cancer.

OBJECTIVE: This study aims to develop and validate a deep learning radiomics (DLR) model based on ultrasound images for non-invasively distinguishing ...

Nov 14 2025 41235803
Targetable atrial tachycardias after artificial intelligence-guided ablation of persistent atrial fibrillation.

BACKGROUND: The TAILORED-AF randomized trial demonstrated that artificial intelligence-guided ablation of spatiotemporal dispersion in addition to pul...

Nov 14 2025 41242590
Evaluating Artificial Intelligence-Assisted Current Procedural Terminology Coding in Vascular Surgery: A Comparison of ChatGPT Plus and Perplexity Pro Against Finance Department.

BACKGROUND: This study evaluates the performance of ChatGPT Plus and Perplexity Pro in matching Current Procedural Terminology (CPT) codes from vascul...

Nov 13 2025 41237975
Transformer-based multi-scale feature fusion for real-time CT bone metastasis detection.

Bone metastasis, a frequent complication of advanced cancers, requires early, precise detection to enable timely interventions and improve patient out...

Nov 13 2025 41241185
Retinal Age Gap as a Biomarker for Patient Satisfaction and Visual Quality After Cataract Surgery.

PURPOSE: To evaluate whether the difference between artificial intelligence (AI)-estimated retinal biological age and chronological age-the retinal ag...

Nov 13 2025 41241358
Scaling up self-supervised learning for improved surgical foundation models.

Foundation models have revolutionized computer vision by achieving vastly superior performance across diverse tasks through large-scale pretraining on...

Nov 13 2025 41297512
AI landmark versus conventional ultrasound-guided injections for adhesive capsulitis: a prospective, propensity score-matched, superiority study.

AIM: To investigate the artificial Intelligence (AI) landmark for guiding rotator cuff interval injections for adhesive capsulitis (AC). MATERIAL AND ...

Nov 11 2025 41217760
Development and validation of a multiphase computed tomography-based radiomics classifier for differentiating retroperitoneal non-fatty dedifferentiated liposarcoma from leiomyosarcoma.

OBJECTIVE: We aimed to develop and internally validate a radiomics classification model based on multiphase computed tomography (CT) scans for preoper...

Nov 11 2025 41217475
Artificial Intelligence in Surgical Education: A 2025 Update on Adaptive Training, Feedback, and Competency-Based Education.

In the rapidly advancing landscape of surgical education, the traditional apprenticeship model is being increasingly complemented by individualized le...

Nov 11 2025 41215632
Ambient Artificial Intelligence in Hand Surgery: Insights, Pearls, and Pitfalls From Real-World Use.

BACKGROUND: Documentation burden is a major contributor to surgeon burnout, particularly in high-volume outpatient specialties such as hand surgery. T...

Nov 11 2025 41216900
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