Artificial Intelligence Medical Compendium

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

Showing 34,501 to 34,510 of 221,633 articles

Real-world benchmarking and validation of foundation model transformers for endometrial cancer subtyping from histopathology.

NPJ precision oncology
We benchmarked histopathology foundation encoders paired with attention-based multiple instance learning (MIL) against convolutional neural networks (CNNs) to assess their robustness for endometrial cancer molecular classification (MMR-deficient, p53... read more 

Application of machine learning algorithm for predicting acute malnutrition among under 5 children in east Africa using recent DHS.

Scientific reports
Acute malnutrition remains a critical public health challenge across East Africa, contributing substantially to under-five morbidity and mortality. Early identification of at-risk children using predictive models could enhance timely intervention. Th... read more 

Decipher-MR: a vision-language foundation model for 3D MRI representations.

NPJ digital medicine
Magnetic Resonance Imaging is a critical imaging modality in clinical diagnosis and research, yet its complexity and heterogeneity hinder scalable, generalizable machine learning. Although foundation models have revolutionized language and vision tas... read more 

HybridMolGen: A Unified Framework for Goal-Directed Molecular Generation via Multi-Objective Reinforcement Learning.

Bioinformatics (Oxford, England)
MOTIVATION: De novo molecular design remains a fundamental challenge in drug discovery, requiring simultaneous optimization of multiple conflicting objectives such as drug-likeness, synthetic accessibility, and novelty while maintaining chemical vali... read more