AI Medical Compendium

A Lightweight LSTM-Transformer Fusion Architecture for Real-Time Sepsis Mortality Prediction.

Journal of intensive care medicine May 6, 2026

BackgroundAccurate prediction of short-term mortality in sepsis patients is critical for timely clinical decision-making. However, existing deep learning models often focus on static physiological parameters while neglecting the dynamic response to m... read more

Ethical Assessment of Generative AI Tools for Clinical Summarization Tasks.

The American journal of bioethics : AJOB May 6, 2026

As healthcare organizations' use of generative AI moves from initial experimentation to scaled deployments, the need to build oversight systems to identify and address ethical challenges assumes greater urgency. Among the AI applications attracting t... read more

ThinkAI: A Natural Language Processing-based Intelligent framework for Mental Health.

Big data May 6, 2026

In the current digital era, emotional and mental health challenges are becoming very common. Therefore, it is essential to find new and effective ways to support emotional well-being. In this work, we propose ThinkAI helps individuals to better under... read more

Bridging Industry and Academia: Proceedings from the 2025 Academy Roundtable on AI Implementation in Medical Imaging.

Radiology. Artificial intelligence May 6, 2026

Despite rapid advancements in artificial intelligence (AI) for medical imaging, widespread clinical adoption remains limited. In March 2025, the Academy for Radiology & Biomedical Imaging Research convened a cross-sector roundtable to examine operati... read more

Automated Delineation of Couinaud Segments on CT for Future Liver Remnant Volumetry.

Radiology. Artificial intelligence May 6, 2026

Purpose To develop a deep learning model that automatically delineates the eight liver Couinaud segments and the spleen on CT for future liver remnant (FLR) volumetry. Materials and Methods In this retrospective study (January 2001 and October 2025),... read more

Deep Learning-Based Segmentation of Fetal Anatomical Structures in the First Trimester.

Prenatal diagnosis May 6, 2026

OBJECTIVES: To develop and evaluate an artificial intelligence (AI) system that automatically identifies and classifies the fetal structures in the first trimester. METHOD: Over 20,000 ultrasound images from first-trimester fetuses were prospectively... read more

Effects of digital leadership on the attitudes of manager nurses toward AI: A cross-sectional study.

Work (Reading, Mass.) May 6, 2026

BackgroundDigital technologies are reshaping leadership in nursing, making it essential to understand how digital leadership relates to attitudes toward artificial intelligence in nursing.ObjectiveThis study was conducted to determine the effects of ... read more

Epicardial Fat Radiomics as a New Frontier in Heart Failure Risk Stratification.

Journal of the American College of Cardiology May 6, 2026

Prevalence of disability-free survival at 5 years after surgery: a prospective observational study.

Journal of anesthesia May 6, 2026

PURPOSE: To determine the prevalence of disability-free survival (DFS) five years after elective non-cardiac surgery in older adults, and to identify preoperative factors associated with DFS using conventional statistical analyses and machine learnin... read more

Histology-defined activated cancer-associated fibroblasts are associated with poor survival in diffuse-type gastric adenocarcinoma.

Virchows Archiv : an international journal of pathology May 6, 2026

Activated cancer-associated fibroblasts (aCAFs), characterized by distinct histological features including fibroblast proliferation and extensive desmoplasia, play a key role in tumor progression induced by cancer cell infiltration and may serve as i... read more

Artificial Intelligence Medical Compendium