AI Medical Compendium

Cognitive architecture and behavioral model based on social evidence and resource constraints.

Brain informatics Mar 5, 2026

The cognitive architecture presented in this paper is expected to be able to explain certain aspects of human behavior, guide the development of artificial intelligence agents, and align the behavioral patterns of the latter with the former. The arch... read more

Assessment of irrigation expansion and land use land cover dynamics: impacts on ecosystem service values in the Lake Tana sub-basin, Ethiopia.

Environmental monitoring and assessment Mar 5, 2026

Analyzing changes in land use and land cover (LULC) is crucial for ensuring long-term ecological sustainability. This study investigated the spatio-temporal dynamics of LULC, with a particular focus on irrigation expansion and its effects on ecosyste... read more

Decoding the Glioblastoma Microenvironment: AI-Driven Analysis of Cellular MRI Signatures for Targeted Therapy.

Cellular and molecular neurobiology Mar 5, 2026

Glioblastoma (GB), the most aggressive primary brain tumor, is characterized by profound inter- and intratumoral heterogeneity and a highly immunosuppressive tumor microenvironment (TME), both of which contribute to its poor prognosis and resistance ... read more

Unsupervised segmentation of dynamic pulmonary MRI using cross-modality adaptation with annotated CT images.

International journal of computer assisted radiology and surgery Mar 5, 2026

PURPOSE: Accurate segmentation of lung parenchyma in dynamic pulmonary magnetic resonance imaging (MRI) is required for clinical diagnosis and treatment planning. However, supervised deep learning algorithms rely on annotated datasets, which are scar... read more

GA-SPARF: Genetic algorithm-tuned random forest for sleep position monitoring using accelerometer.

Sleep & breathing = Schlaf & Atmung Mar 5, 2026

AI-Driven Analysis of Cardiopulmonary Exercise Tests to Identify Gas Exchange and Ventilatory Thresholds.

Sports medicine (Auckland, N.Z.) Mar 5, 2026

BACKGROUND: A cardiopulmonary exercise test (CPET) provides the estimated lactate threshold (θLT) and respiratory compensation point (RCP) through visual identification of multivariate gas exchange and ventilatory profiles. Artificial intelligence to... read more

Can health technologies be "care optimizers"? A normative evaluation of digital health technologies in light of postphenomenological reflections.

Medicine, health care, and philosophy Mar 5, 2026

The integration of new technologies such as artificial intelligence (AI) into healthcare has initiated profound changes in clinical practice, reshaping not only clinical workflows but the relational structure of care itself. Among the most significan... read more

Trends in the Application of Multiomics Based on Machine Learning in the Development of Probiotics.

Journal of agricultural and food chemistry Mar 5, 2026

With the rapid development of computational methods and high-throughput multiomics technologies, machine learning (ML) has emerged as an important analytical approach in probiotic research. This review summarizes recent ML-assisted applications acros... read more

Funders' Role in Ophthalmic Artificial Intelligence Innovations.

JAMA ophthalmology Mar 5, 2026

CT-Based Bone Habitat Radiomics for Predicting Risk of Vertebral Fracture in Older Adults: A Longitudinal Study.

Global spine journal Mar 5, 2026

Study design/settingRetrospective longitudinal study.PurposeOsteoporotic vertebral fractures (OVF) are common in middle-aged and elderly populations. However, few studies have predicted the risk of OVF from the perspective of the bone heterogeneity. ... read more

Artificial Intelligence Medical Compendium