Artificial Intelligence Medical Compendium

Enzyme function annotation is critical for decoding biological systems and enabling rational enzyme design. However, experimentally characterized enzyme functions remain available for only a small fraction of known protein sequences, resulting in a w... read more 

Systematic reviews are the gold standard for evidence synthesis, but the manual title and abstract screening of thousands of references creates a severe bottleneck. Existing automated tools have historically struggled to achieve the near-perfect reca... read more 

Rehabilitation medicine is an essential component of universal health coverage, while emerging electronic skin offers new opportunities for portable and personalized healthcare. However, flexible pressure sensors still face trade-offs among sensitivi... read more 

Health literacy is a critical component of high-quality stroke care. Across the continuum from prevention through recovery, health literacy is strongly associated with functional outcomes and stroke-related morbidity. Despite its importance, it is of... read more 

Cardiovascular imaging plays a central role in the diagnosis, risk stratification, and management of cardiovascular disease, yet the complexity and volume of imaging data increasingly exceed the capacity of conventional interpretation. Artificial int... read more 

Artificial intelligence (AI) is transforming how scientific hypotheses are formulated, tested, and applied. Nucleic acid therapeutics can benefit from emerging opportunities but will also face new challenges. AI lowers the barrier to hypothesis gener... read more 

Trust is a basic necessity for translating machine learning models from bench to bedside. To foster clinicians' trust in predictive models, these models should be interpretable or explainable. A major prerequisite for interpretability or explainabili... read more 

Adherence to the planetary health diet index (PHDI) is associated with health benefits, but its relationship with depression, particularly the roles of dietary components and symptoms, remains poorly understood. We aimed to (1) compare PHDI component... read more 

Fourier transform (FT) is an indispensable mathematical foundation for frequency-domain analysis in modern signal processing. However, conventional FT hardware relies on complex digital logic circuits, leading to high power consumption and poor adapt... read more 

The gut microbiota can profoundly influence the performance of oral medicines by metabolizing or bioaccumulating drugs, thereby reducing systemic exposure and contributing to variable patient responses. Despite growing recognition of these interactio... read more