Surgery

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

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Semantic-consistent diffusion model for unsupervised traumatic brain injury detection and segmentation from computed tomography images.

BACKGROUND: Unsupervised traumatic brain injury (TBI) lesion detection aims to identify and segment abnormal regions, such as cerebral edema and hemorrhages, using only healthy training data. Recent advancements in generative models have achieved success in unsupervised anomaly detection by transforming abnormal patterns into normal counterparts. However, current mask-free image generators often f...

Apr 9 2025 40205518

A Risk Prediction Model (CMC-AKIX) for Postoperative Acute Kidney Injury Using Machine Learning: Algorithm Development and Validation.

BACKGROUND: Postoperative acute kidney injury (AKI) is a significant risk associated with surgeries under general anesthesia, often leading to increased mortality and morbidity. Existing predictive models for postoperative AKI are usually limited to specific surgical areas or require external validation.

Apr 9 2025 40203303
Healthcare practitioners and robotic-assisted rehabilitation: understanding needs and barriers.

BACKGROUNDS: In recent years, numerous robotic devices, together with allied technologies, have been developed to support rehabilitation, both in rese...

Apr 9 2025 40205389
Systematic review of AI/ML applications in multi-domain robotic rehabilitation: trends, gaps, and future directions.

Robotic technology is expected to transform rehabilitation settings, by providing precise, repetitive, and task-specific interventions, thereby potent...

Apr 9 2025 40205472
Effect of esketamine on the EC of remifentanil for suppression of choking cough during extubation.

Choking cough during awakening from anesthesia is common (15%-94%) and can cause severe discomfort and complications, especially in neck surgery. This...

Apr 8 2025 40343276
Ethics of biohybrid robotics and invertebrate research: biohybrid robotic jellyfish as a case study.

Invertebrate research ethics has largely been ignored compared to the consideration of higher order animals, but more recent focus has questioned this...

Apr 8 2025 40085970
Optimization of shunting operation plan in large freight train depot based on DQN algorithm.

Shunting operation plan is the main daily work of the freight train depot, the optimization of shunting operation plan is of great significance to imp...

Apr 8 2025 40198688
Predicting postoperative complications after pneumonectomy using machine learning: a 10-year study.

BACKGROUND: Reducing postoperative cardiovascular and neurological complications (PCNC) during thoracic surgery is the key to improving postoperative ...

Apr 7 2025 40193241
Shaping the Future of Cardiac Anesthesia: Emerging Trends and Research Directions.

This article provides an overview of knowledge gaps that need to be addressed in perioperative cardiac surgery, including concomitant surgical procedu...

Apr 7 2025 40348548
Using Large Language Models to Automate Data Extraction From Surgical Pathology Reports: Retrospective Cohort Study.

BACKGROUND: Popularized by ChatGPT, large language models (LLMs) are poised to transform the scalability of clinical natural language processing (NLP)...

Apr 7 2025 40194317
Utilisation of Deep Neural Networks for Estimation of Cajal Cells in the Anal Canal Wall of Patients with Advanced Haemorrhoidal Disease Treated by LigaSure Surgery.

Interstitial cells of Cajal (ICCs) play a key role in gastrointestinal smooth muscle contractions, but their relationship with anal canal function in ...

Apr 5 2025 40214502
Randomized Trial on Electroacupuncture for Recovery of Postoperative Gastrointestinal Function Based on Long-Term Monitoring Device.

BACKGROUND: This research aimed to explore the efficacy and safety of electroacupuncture in promoting the recovery of postoperative gastrointestinal f...

Apr 4 2025 40183888
Coronary p-Graph: Automatic classification and localization of coronary artery stenosis from Cardiac CTA using DSA-based annotations.

Coronary artery disease (CAD) is a prevalent cardiovascular condition with profound health implications. Digital subtraction angiography (DSA) remains...

Apr 4 2025 40188781
FACT: foundation model for assessing cancer tissue margins with mass spectrometry.

PURPOSE: Accurately classifying tissue margins during cancer surgeries is crucial for ensuring complete tumor removal. Rapid Evaporative Ionization Ma...

Apr 4 2025 40183863
A muscle synergy-based method to improve robot-assisted movements.

There is increasing interest in using assistive robotic devices to support motor re-learning and recovery in individuals with neurological impairments...

Apr 4 2025 40185836
Method of Forearm Muscles 3D Modeling Using Robotic Ultrasound Scanning.

The accurate assessment of muscle morphology and function is crucial for medical diagnostics, rehabilitation, and biomechanical research. This study p...

Apr 4 2025 40218810
Artificial intelligence-enhanced video-based assessment of surgical quality for training in laparoscopic right hemicolectomy: The "Marginal Gains" pilot study.

INTRODUCTION: The study aims to propose a standardised workflow with critical views for surgical quality assessment (SQA) in laparoscopic right hemico...

Apr 3 2025 40204614
Multimodal imaging platform for enhanced tumor resection in neurosurgery: integrating hyperspectral and pCLE technologies.

PURPOSE: This work presents a novel multimodal imaging platform that integrates hyperspectral imaging (HSI) and probe-based confocal laser endomicrosc...

Apr 3 2025 40180672
Predicting high-risk factors for postoperative inadequate analgesia and adverse reactions in cesarean delivery surgery: a prospective study.

BACKGROUND: Early identification of high-risk factors for inadequate analgesia and adverse reactions in obstetric patients is critical for improving o...

Apr 3 2025 40505037
Machine learning models to predict osteoporosis in patients with chronic kidney disease stage 3-5 and end-stage kidney disease.

Chronic kidney disease-mineral bone disorder is a common complication in patients with chronic kidney disease (CKD) and end-stage kidney disease (ESKD...

Apr 3 2025 40181057
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