AI Medical Compendium

An intelligent framework for modeling nonlinear irreversible biochemical reactions using artificial neural networks.

Scientific reports Aug 4, 2025

This paper presents an intelligent computational framework for modeling nonlinear irreversible biochemical reactions (NIBR) using artificial neural networks (ANNs). The biochemical reactions are modeled using an extended Michaelis-Menten kinetic sche... read more

Aptamer-Mediated Artificial Synapses for Neuromorphic Modulation of Inflammatory Signaling via Organic Electrochemical Transistor.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Aug 4, 2025

Artificial synaptic devices that mimic neuromorphic signal processing hold great promise for bioelectronic interfaces. However, most systems remain limited to physical stimuli or electroactive small molecules, lacking the ability to transduce biologi... read more

The relationship between clinical subtypes, prognosis, and treatment in ICU patients with acute cholangitis using unsupervised machine learning methods.

BMC infectious diseases Aug 4, 2025

BACKGROUND: Acute cholangitis (AC) presents with significant clinical heterogeneity, and existing severity classifications have limited prognostic value in critically ill patients. Subtypes of AC in critically ill patients have not been investigated. read more

Humans Prognosis Retrospective Studies Critical Illness Intensive Care Units Female Aged Male Middle Aged Unsupervised Machine Learning Acute Disease Cholangitis

AI-Driven Integration of Deep Learning with Lung Imaging, Functional Analysis, and Blood Gas Metrics for Perioperative Hypoxemia Prediction: Progress and Perspectives.

JMIR medical informatics Aug 4, 2025

This Perspective article explores the transformative role of artificial intelligence (AI) in predicting perioperative hypoxemia through the integration of deep learning (DL) with multimodal clinical data, including lung imaging, pulmonary function te... read more

Identification and validation of ANXA3 and SOCS3 as biomarkers for acute myocardial infarction related to sphingolipid metabolism.

Hereditas Aug 4, 2025

BACKGROUND: Sphingolipid metabolism (SM) is linked to acute myocardial infarction (AMI), but its role remains unclear. This study explored SM-related genes (SMRGs) in AMI to support clinical diagnosis. read more

Humans Neural Networks, Computer Biomarkers Protein Interaction Maps Myocardial Infarction Sphingolipids Suppressor of Cytokine Signaling 3 Protein Annexin A3

Enhanced detection of ovarian cancer using AI-optimized 3D CNNs for PET/CT scan analysis.

Physical and engineering sciences in medicine Aug 4, 2025

This study investigates how deep learning (DL) can enhance ovarian cancer diagnosis and staging using large imaging datasets. Specifically, we compare six conventional convolutional neural network (CNN) architectures-ResNet, DenseNet, GoogLeNet, U-Ne... read more

Adaptive fusion of multi-cultural visual elements using deep learning in cross-cultural visual communication design.

Scientific reports Aug 4, 2025

This paper presents a novel deep learning approach for the adaptive fusion of multicultural visual elements in cross-cultural visual communication design for interface development. We address the challenge of creating culturally appropriate digital i... read more

Lumefantrine co-amorphous systems using deoxycholic acid as a co-former: NIR at-line process monitoring by machine learning.

Bio-medical materials and engineering Aug 4, 2025

BackgroundVarious methods have been reported for improving the water-insoluble drugs in oral administration formulations. Among them, amorphization has been attracting attention and developed as a method for solubilizing API (active pharmaceutical in... read more

Enhancing Captive Welfare Management with Deep Learning: Video-Based Detection of Gibbon Behaviors Using YOWOvG.

Journal of applied animal welfare science : JAAWS Aug 4, 2025

Accurate monitoring of animal behavior is critical for assessing welfare and informing conservation strategies for vulnerable species like the eastern hoolock gibbon (). To overcome limitations of manual observation and single-frame analysis in capti... read more

Combining mucosal microbiome and host multi-omics data shows prognostic potential in paediatric ulcerative colitis.

Nature communications Aug 4, 2025

Current first-line treatments of paediatric ulcerative colitis (UC) maintain a 6-month remission in only half of the patients. Relapse prediction at diagnosis could enable earlier introduction of immunosuppressants. We collected intestinal biopsies f... read more

Humans Interleukin-10 Prognosis Female Animals Male Transcriptome Adolescent Child, Preschool Child Mice Bacteria Multiomics Epigenomics Gastrointestinal Microbiome Colitis, Ulcerative Intestinal Mucosa Mice, Knockout Interferon-gamma Recurrence

Artificial Intelligence Medical Compendium