AI Medical Compendium

Significance of Automation in Nursing Workflows.

Computers, informatics, nursing : CIN Feb 5, 2026

Nurses have expressed a growing interest in artificial intelligence (AI), but automation tools remain underutilized to address key challenges like nurse burnout and heavy workloads, which are associated with reduced productivity, intent to leave, and... read more

Small-molecule TREM2 agonists: From artificial intelligence driven discovery to therapeutic application in Alzheimer's disease.

Neural regeneration research Feb 5, 2026

Molecular Biointerface Characterization for an Implanted Medical Device Using Cryogenic Orbitrap Secondary Ion Mass Spectrometry (Cryo-OrbiSIMS).

ACS applied materials & interfaces Feb 5, 2026

Implanted medical devices often fail due to foreign body reactions (FBRs), a process that is still not fully understood. This work presents a depth profiling approach to provide insight into the spatial metabolomics of the biointerface of implants, r... read more

Improving pandemic prediction: integrating Physics-Informed Neural Networks and symbolic regression for COVID-19 modeling.

Computer methods in biomechanics and biomedical engineering Feb 5, 2026

This study refines the SIDARTHE model for Italy's COVID-19 outbreak using a hybrid, data-driven framework. A two-stage approach compares Maximum Likelihood Estimation (MLE) with Physics-Informed Neural Networks (PINNs) for parameter estimation, then ... read more

Convolutional Neural Networks on Correlation between GC-MS Molecular Data and QCM Gas-Sensing Data.

ACS sensors Feb 5, 2026

Here, we demonstrate a correlation between gas chromatography/mass spectrometry (GC-MS) compositional data and quartz crystal microbalance (QCM) sensing data by developing a one-dimensional convolutional neural network (1D-CNN) model via principal co... read more

MACE foundation models for lattice dynamics: a benchmark study on double halide perovskites.

Physical chemistry chemical physics : PCCP Feb 5, 2026

Recent developments in materials informatics and artificial intelligence have led to the emergence of foundational energy models for material chemistry, as represented by the suite of MACE-based foundation models, bringing a significant breakthrough ... read more

Assessing Healthcare Professionals' Attitudes Toward Artificial Intelligence in Turkey: A Cross-Sectional Study.

Public health nursing (Boston, Mass.) Feb 5, 2026

OBJECTIVES: To assess healthcare professionals' attitudes toward artificial intelligence (AI) in healthcare and to identify personal and professional factors shaping these attitudes. DESIGN: A cross-sectional, descriptive study conducted in accordanc... read more

Governance Framework for Safe and Ethical Implementation of Artificial Intelligence in Surgery: A Modified-Delphi Consensus.

Journal of the American College of Surgeons Feb 5, 2026

BACKGROUND: Artificial intelligence (AI)-enabled clinical decision support systems (CDSS) demonstrate performance comparable or superior to human experts in certain tasks. However, their integration into surgical practice faces a significant implemen... read more

Personal reflection on future of psychiatry.

International review of psychiatry (Abingdon, England) Feb 5, 2026

History of Psychiatry can be of help, not only not to repeat the mistakes of the past, but also to find good heuristic sources in old books. A constant feature of medicine that goes back to the foundation of its scientific roots, thousands of years a... read more

Prediction of Charged Small Molecule Conformations in Solution Using a Balanced ML/MM Potential.

Journal of chemical information and modeling Feb 5, 2026

Reliably evaluating the most stable conformations of charged small organic molecules in solution poses a major challenge to computational chemistry, due to limitations in the accuracy or efficiency of conventional methodologies. In this paper, we pre... read more

Artificial Intelligence Medical Compendium