AI Medical Compendium

Co-designing an AI-based ergonomic risk assessment system with rehabilitation professionals: A review on participatory framework.

Work (Reading, Mass.) Jul 20, 2026

BackgroundWork-related musculoskeletal disorders remain a major source of disability and productivity loss across healthcare and rehabilitation workforces. Although ergonomic risk assessment is central to prevention strategies, traditional assessment... read more

Evaluation of Generative Artificial Intelligence Models in Producing Anatomically Accurate Illustrations: A Comparative Study of Text-to-Image Generators.

Clinical anatomy (New York, N.Y.) Jul 20, 2026

Generative artificial intelligence (GAI) is increasingly being applied in biomedical sciences and medical education, including anatomy, where text-to-image generators may facilitate rapid creation of visual materials. However, the anatomical accuracy... read more

The Times They Are A-Changin': BIO Impact Factor Increase, Sage Resources, Journal Artificial Intelligence Policies, and Upcoming BIO Special Issues.

Biopreservation and biobanking Jul 20, 2026

CT-Based Radiomic Features Predict Cervical Lymph Node Metastasis in Dogs With Oral Malignancy: A Machine Learning Study Using Leave-One-Patient-Out Cross-Validation.

Veterinary and comparative oncology Jul 20, 2026

Accurate preoperative identification of cervical lymph node (LN) metastasis is essential for staging and treatment planning in dogs with oral malignancy, yet conventional imaging offers limited diagnostic sensitivity. This retrospective study evaluat... read more

Statistical Competence and Editorial Policies in Biomedical Publications.

Journal of Korean medical science Jul 20, 2026

Misuse of statistical methods in biomedical research remains widespread, undermining scientific integrity and public health. Flawed analyses can lead to misleading clinical guidelines, unnecessary treatments, or concealment of true treatment effects.... read more

The FACT-Score: Development and Temporal Validation of a Clinical Risk Stratification Tool for 30-Day Complications After Operative Facial Fracture Repair.

The Journal of craniofacial surgery Jul 20, 2026

BACKGROUND: No validated, procedure-specific tool exists for predicting 30-day complications after operative facial fracture repair. This study aimed to develop and temporally validate a clinical risk stratification tool for 30-day complications afte... read more

Quantifying the spatial information loss of Dose-Volume Histograms in Gamma Knife radiosurgery via unsupervised 3D dose geometry embedding.

Radiological physics and technology Jul 20, 2026

Dose-Volume Histograms (DVH) discard spatial information by summarizing 3D distributions into 1D curves. This study quantifies this loss in Gamma Knife radiosurgery and introduces TopoGK, a novel unsupervised deep learning framework capturing full 3D... read more

Revealing the Atomic Scale Mechanism Behind Multi-Dopant Dispersion Driving Enhanced Oxygen-Ion Conduction in Nb-Ta Co-Doped BaCoO3 Perovskite.

Inorganic chemistry Jul 20, 2026

Ion conduction in perovskites plays a crucial role in the performance of energy storage and conversion devices. While multielement doping is a well-established strategy to enhance ionic conductivity, the underlying mechanisms─particularly the relatio... read more

Multi-Scale Fuzzy Fusion-Based Heterogeneous Granular-Ball Flexible Representation Learning for Multi-View Feature Selection.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Jul 20, 2026

Representation learning serves as a critical bridge between human cognition and the data world, constituting an essential component of machine learning architectures where comprehensiveness and flexibility are paramount. However, existing multi-view ... read more

AI-Empowered Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects.

IEEE transactions on pattern analysis and machine intelligence Jul 20, 2026

Quantum computing is a potential paradigm to overcome the current computational bottlenecks. The increasing maturity of quantum processors provides more possibilities for the development and implementation of quantum algorithms. As the crucial stages... read more

Artificial Intelligence Medical Compendium