AI Medical Compendium

Emerging Trends in Additive Manufacturing for Thermoelectric Devices: Materials, Structures, and Engineering Approaches.

ACS applied materials & interfaces Jun 1, 2026

Energy harvesting is gaining importance in the 21st century, with thermoelectric (TE) technology offering a promising method for converting thermal energy into electrical energy. However, the application of TE devices remains relatively low because o... read more

MPMFMol: Multitask Self-Supervised Pretraining with Multimodal Fine-Tuning for Molecular Property Prediction.

Journal of chemical information and modeling Jun 1, 2026

Molecular property prediction is essential in drug discovery for early-stage compound evaluation. Recently, contrastive learning has demonstrated significant potential under limited labeled data by constructing augmented views. However, current augme... read more

Identification of Polyamine Metabolism-Related Biomarkers in Psoriasis: A Study Based on Transcriptomics and Single-Cell Sequencing.

Experimental dermatology Jun 1, 2026

Psoriasis (PS) is linked to altered polyamine metabolism, which may drive chronic inflammation and abnormal keratinocyte proliferation. We integrated transcriptomics and single-cell RNA sequencing (scRNA-seq) to identify polyamine metabolism-related ... read more

Artificial intelligence readiness in Pakistan's medical and dental education: training-phase decline, a knowledge-practice paradox, and the role of digital determinants of health.

Medical education online Jun 1, 2026

BACKGROUND: We assessed AI knowledge, attitudes, and use among medical and dental students in Pakistan, a lower-middle-income country (LMIC), and identified predictors of low AI use within Digital Determinants of Health (DDoH) and Professional Identi... read more

Analysis of waste disposal and recycling processes in Türkiye with machine learning and artificial neural networks.

Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA Jun 1, 2026

This study aims to analyze waste disposal and recovery data for 2022 and 2024 in Türkiye to reveal changes in national waste management and to make future predictions using multivariate machine learning and artificial neural network (ANN) models. Tre... read more

Expert Validation of an Artificial Intelligence-Enabled Trial Matching Solution Using Real-World Data From Patients With Cancer.

JCO oncology practice Jun 1, 2026

PURPOSE: To validate the performance of an AI system (TRIAGE) for cancer trial eligibility screening using real-world longitudinal electronic health records (EHRs), full versioned trial protocols, and expert clinical research coordinator (CRC) adjudi... read more

Plasticizer-responsive molecular axes in heart failure: a subtype-aware toxicogenomic framework relevant to environmental health.

Environment international Jun 1, 2026

Environmental exposure to synthetic chemicals has been associated with cardiovascular risk, yet mechanistic connections between real-world chemical mixtures and heart failure heterogeneity remain incompletely characterized. Here we present a mixture-... read more

Data-driven simulator of multi-animal behavior with unknown dynamics via reinforcement learning.

iScience Jun 1, 2026

Advances in imitation learning for robotics have expanded the possibilities for imitating human and animal movements. However, simulating realistic multi-animal behaviors in biology remains challenging because transition models are often unknown. Sin... read more

Mental Health Risk Detection From Social Media Text Data: A Scoping Review of the Machine Learning Research Landscape.

PsyCh journal Jun 1, 2026

Machine learning approaches have been increasingly applied to social media text data for mental health risk detection. However, existing studies vary widely in target outcomes, data sources, labeling strategies, and evaluation practices, and a struct... read more

A framework for clinical validation of generative artificial intelligence therapeutics.

World psychiatry : official journal of the World Psychiatric Association (WPA) Jun 1, 2026

Artificial Intelligence Medical Compendium