Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 61,231 to 61,240 of 228,300 articles

BreastDCEDL: A standardized deep learning-ready breast DCE-MRI dataset of 2,070 patients.

Scientific data Jan 15, 2026
Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) is essential for monitoring breast cancer treatment response, yet deep learning progress is limited by the lack of standardized, multi-center datasets. We present BreastDCEDL, a deep lear... read more 

Reducing bulky medical images via shape-texture decoupled deep neural networks.

Nature communications Jan 15, 2026
The explosive growth of medical data poses significant challenges for storage and sharing. Current compression techniques utilizing Implicit Neural Representations (INRs) effectively strike a balance between encoding accuracy and compression ratio, y... read more 

Pediatric diabetes prediction using machine learning.

Scientific reports Jan 15, 2026
Diabetes is a chronic condition that affects a substantial portion of the global population and is linked to elevated mortality rates and a range of severe health complications. Despite its clinical importance, progress in diabetes research is often ... read more 
Humans Neural Networks, Computer Machine Learning Algorithms Female Male Infant Adolescent Child, Preschool Child ROC Curve Diabetes Mellitus Support Vector Machine Bayes Theorem Diabetes, Gestational

A Benchmark Dataset for Satellite-Based Estimation and Detection of Rain.

Scientific data Jan 15, 2026
Accurately tracking the global distribution of precipitation is essential for both research and operational meteorology. Satellite observations remain the only means of achieving consistent, global precipitation monitoring. While machine learning has... read more 

Skin disease diagnostics through federated transfer learning on heterogeneous data.

Scientific reports Jan 15, 2026
Skin diseases frequently cause mental and physical distress and are major global health concern. Because early detection is crucial to successful treatment, accurate diagnosis is challenge for dermatologists as well. Diagnostic accuracy could be sign... read more 
Humans Neural Networks, Computer Machine Learning Databases, Factual Deep Learning Skin Diseases

MicroRNAs in oncology: a translational perspective in the era of AI.

Nature reviews. Clinical oncology Jan 15, 2026
Over the past three decades, knowledge of microRNA (miRNA) biology has advanced from the initial discovery of their regulatory functions to the finding of abnormal activity in leukaemias, and then to a comprehensive understanding of the roles of miRN... read more 

Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness.

Scientific reports Jan 15, 2026
Distributed Denial of Service (DDoS) attacks represent one of the most strategically executed and severe threats in cloud computing, often leading to substantial data loss and significant financial damage for both cloud service providers and their us... read more 

Active guidance in ultrasound bladder scanning using reinforcement learning.

Scientific reports Jan 15, 2026
Accurate measurement of bladder volume is essential for diagnosing urinary retention and voiding dysfunction. However, finding optimal view can be challenging for less experienced operators, potentially leading to suboptimal imaging and potential mis... read more 

Cross-well machine learning prediction of sonic logs in Newfoundland and Labrador.

Scientific reports Jan 15, 2026
Predicting compressional slowness (DTCO) from non-sonic logs can reduce acquisition cost, fill data gaps, and support field planning. We evaluate blind cross-well DTCO prediction on two offshore Newfoundland & Labrador wells using a strictly leakage-... read more 

Interpreting artificial neural network-based modeling of 4 H-SiC mosfets using explainable AI.

Scientific reports Jan 15, 2026
Wide bandgap (WBG) semiconductors such as 4 H-SiC MOSFETs are key enablers for next-generation power electronics due to their superior efficiency and high-temperature capability. However, their electrical performance is strongly affected by process v... read more 
Popular Topics
Recent Journals