Artificial Intelligence Medical Compendium

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RATIONALE AND OBJECTIVES: Computed tomography radiomics has shown potential for predicting acute pancreatitis (AP) severity, but conventional workflows depend on labor-intensive expert pancreatic segmentation. This study evaluated a no-new-Net (nnU-N... read more 

RATIONALE AND OBJECTIVES: To compare integrated and sequential artificial intelligence-based computer-aided diagnosis (AI-CAD) systems in terms of examination time, reproducibility, and diagnostic performance in breast ultrasound (US). MATERIALS AND ... read more 

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Maxillofacial trauma presents significant diagnostic challenges due to the highly complex bony anatomy of the facial skeleton. The misdiagnosis or delayed detection of these fractures can lead to severe complications affecting a patient's vision and ... read more 

Blepharoplasty and related periorbital procedures sit at the interface of functional reconstruction, esthetic surgery, ophthalmology, facial plastic surgery, and oral and maxillofacial surgery. Because eyelid and periorbital changes can be captured i... read more 

Artificial intelligence (AI)-based facial analysis enables objective and quantitative evaluation of facial morphology. Recent advances in computer vision allow automated detection of facial landmarks and reproducible measurement of facial symmetry, m... read more 

Pulmonary nodules are increasingly detected by thoracic imaging and low-dose computed tomography-based lung cancer screening, but most are benign, transient, or indolent. Clinically, the key task is to distinguish nodules that require timely cancer-d... read more 

OBJECTIVE: To develop and validate an artificial intelligence (AI) model for real-time detection and tracking of intraoperative bleeding sites during laparoscopic surgery, and to evaluate whether AI assistance improves surgeons' bleeding‑identificati... read more 

Invasive coronary angiography is the reference standard for diagnosing coronary artery disease, yet assessment is subjective, and existing artificial-intelligence tools typically assess stenosis in individual frames or videos and do not integrate the... read more