AI Medical Compendium

Machine learning and probabilistic approaches for forecasting infectious disease transmission and cases.

International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases Mar 30, 2026

OBJECTIVES: Forecasting the effective reproductive number (Rt) and infection case counts is critical for guiding public health responses. We developed a machine learning and probabilistic forecasting framework to predict Rt and daily COVID-19 cases, ... read more

Effect of AI-composed music on emotional and physiological states in healthy volunteers: A pilot study.

Complementary therapies in medicine Mar 30, 2026

Music is a promising nonpharmacological intervention for enhancing healthcare outcomes. Emotional regulation is a key mechanism in this process, but results vary, possibly due to differences in music selection. This study explores the impact of AI-co... read more

Application of physics-informed neural networks for ground reaction force estimation in human gait.

Computer methods in biomechanics and biomedical engineering Mar 30, 2026

Ground reaction force (GRF) estimation during gait is essential for analyzing human locomotion. Though several conventional machine learning models have been proposed for GRF estimation, their dependence on data often limits generalizability and pred... read more

Don't predict if you cannot interpret: investigating the clinical viability of facial movements for machine-learning assisted diagnostics of bipolar disorder.

Nordic journal of psychiatry Mar 30, 2026

BACKGROUND: Numerous studies have explored the possibility of developing automatic detection pipelines that can seamlessly diagnose patients with bipolar disorder (BD) and other mental illnesses. Such novel diagnostic tools increasingly rely on data ... read more

Cross entropy gradient analysis for Alzheimer's disease assessment.

Journal of Alzheimer's disease : JAD Mar 30, 2026

BackgroundAlzheimer's disease (AD) involves progressive cognitive decline associated with disrupted coordination and information exchange across brain regions. Cross-entropy can characterize inter-regional information flow, but its role in AD remains... read more

Preferences, tailoring, and self-tailoring in internet-delivered treatments: lessons learned.

Expert review of neurotherapeutics Mar 30, 2026

INTRODUCTION: Internet-delivered psychological treatments have been developed and tested in many trials and are also implemented. AREAS COVERED: The authors focus on treatment preferences when clients are allowed to choose treatment orientation and h... read more

Machine learning-driven QSAR models for the prediction of metabolic mechanisms and thyroid hormone-disrupting effects of emerging pollutants in the human body: a case study of bisphenol analogues.

Environmental science. Processes & impacts Mar 30, 2026

Research on theoretical prediction methods for elucidating the reaction mechanisms and thyroid hormone-disrupting effects of emerging pollutants in the human body faces significant challenges. The application of in silico methods utilizing machine le... read more

Accelerating organic luminescent material discovery: from quantum chemical calculations to machine learning.

Chemical communications (Cambridge, England) Mar 30, 2026

Organic luminescent materials have attracted significant attention for their pivotal roles in optoelectronic devices, chemical sensing, and biomedical diagnostics. However, the rational design of organic luminescent materials with specific functions ... read more

AmberTorchPB: A Unified Framework for Poisson-Boltzmann-Based Reaction Field Energy Calculation via Tensor Computation.

Journal of chemical theory and computation Mar 30, 2026

Electrostatic interactions are pivotal to understanding biomolecular structure and function, with the Poisson-Boltzmann (PB) equation serving as a cornerstone for modeling these phenomena in ionic solutions; however, the application of PB solvers to ... read more

Multilayer Vertical Interactions of Air Pollution and Meteorological Drivers Revealed by a Unified Data-Driven Model.

Environmental science & technology Mar 30, 2026

Vertical distribution of atmospheric pollutants is critical for refined air quality management, yet continuous vertical observations and traditional numerical models remain limited in resolving vertical structures. Here, long-term vertical observatio... read more

Artificial Intelligence Medical Compendium