AI Medical Compendium

Unsupervised Machine Learning Drives Dynamic Alignment Classification In Navigated Total Knee Arthroplasty.

The Journal of arthroplasty Apr 30, 2026

BACKGROUND: Current classifications used for total knee arthroplasty (TKA) are static and fail to capture the dynamic behavior of the limb during gait. This study introduces a novel intraoperative method to measure dynamic hip-knee angle (dHKA) using... read more

Deep-learning Saturation Transfer Magnetic Resonance Fingerprinting (ST-MRF) in Patients with Parkinson's Disease.

NeuroImage Apr 30, 2026

Parkinson's disease (PD) is marked by progressive neurodegeneration in the substantia nigra (SN). This study evaluated deep-learning saturation-transfer magnetic resonance fingerprinting (ST-MRF) to quantify molecular and microstructural changes in P... read more

Prediction of shock-refractory ventricular fibrillation in patients with out-of-hospital cardiac arrest: external validation of an ECG-based approach.

Resuscitation Apr 30, 2026

BACKGROUND: Shock-refractory ventricular fibrillation (VF) patients can be defined as those requiring at least three defibrillation attempts. Patients with refractory VF may benefit from personalized resuscitation treatments. We sought to externally ... read more

Integrating AI-enhanced kinase enrichment analysis (KEA) with geometric deep learning and federated learning for precision drug repurposing.

Drug discovery today Apr 30, 2026

Artificial intelligence (AI) is reshaping drug repurposing by integrating systems biology with molecular design. Here, we present a unified framework combining AI-enhanced Kinase Enrichment Analysis (KEA), geometric deep learning, and federated learn... read more

Bridging the Gap Between Artificial Intelligence and Clinical Readiness in Endometriosis Diagnosis: A Systematic Review.

Journal of minimally invasive gynecology Apr 30, 2026

OBJECTIVE: To systematically evaluate the methodological quality and diagnostic performance of artificial intelligence (AI) applications, specifically machine learning (ML) and deep learning (DL), in the diagnosis of endometriosis through imaging and... read more

Automated approaches to identifying clinical trials based on title and abstract in the field of physiotherapy: a comparative analysis.

Journal of clinical epidemiology Apr 30, 2026

OBJECTIVE: To compare accuracy, precision, recall, F1 and time spent using commercial tools to identify physiotherapy trials based on title and abstract, compared with a human approach. STUDY DESIGN: This study compared two approaches for title and a... read more

[Artificial Intelligence in Fetal Heart Assessment: From Childhood to Adolescence.].

Gynecologie, obstetrique, fertilite & senologie Apr 30, 2026

Machine learning based multi-omics analysis reveals key molecular determinants of Parkinson's disease severity.

Neurobiology of disease Apr 30, 2026

While single-omics analyses of Parkinson's Disease (PD) have demonstrated their ability in revealing the underlying molecular mechanisms, they often fail to provide a comprehensive view of the complete disease mechanisms. In this study, we leveraged ... read more

Invisible Signals, Visible Dilemmas: The Ethical Frontiers of Liquid Biopsy in Precision Oncology.

Critical reviews in oncology/hematology Apr 30, 2026

This critical review synthesizes the ethical, technical, and equity dilemmas emerging from the rapid clinical translation of liquid biopsy technologies in precision oncology. We analyze challenges across key domains, including diagnostic uncertainty ... read more

CBFI: A multi-layer gene network key node identification algorithm integrating structural-biological features and dynamic regulatory weights.

Journal of biomedical informatics Apr 30, 2026

OBJECTIVE: Identifying key nodes within multi-layer GRNs is crucial for uncovering potential biomarkers and therapeutic targets. Key nodes exhibit bothlocal structural advantages (e.g., bridging weak connections, disease associations) andglobal influ... read more

Artificial Intelligence Medical Compendium