Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 1,381 to 1,390 of 6,884 articles

Identifying ovarian cancer with machine learning DNA methylation pattern analysis.

Scientific reports Jul 1, 2025
The majority of patients with epithelial ovarian cancer (EOC) continue to be diagnosed at an advanced stage despite great advances in this disease treatment. To impact overall survival, we need better methods of EOC early diagnosis. We performed a ca... read more 
Humans Machine Learning Female Aged Middle Aged Case-Control Studies DNA Methylation Ovarian Neoplasms Carcinoma, Ovarian Epithelial

Automated framework for comprehensive usability analysis of healthcare websites using web parsing.

Scientific reports Jul 1, 2025
In the digital age, hospital websites are essential for providing healthcare information and services. This research introduces an automated tool, WUAHP, created in Python utilizing BeautifulSoup for HTML parsing. This facilitates the extraction of s... read more 
Humans Software User-Computer Interface Internet

Multi-objective artificial-intelligence-based parameter tuning of antennas using variable-fidelity machine learning.

Scientific reports Jul 1, 2025
Multi-objective optimization (MO) is an important topic in contemporary antenna design. Due to the reliance on computationally-expensive electromagnetic (EM) simulations, the use of conventional algorithms is prohibitive. These costs can be reduced b... read more 

A genetic algorithm-based ensemble model for efficiently identifying interleukin 6 inducing peptides.

Scientific reports Jul 1, 2025
Interleukin-6 (IL-6) is a cytokine with diverse biological activities that contribute to a variety of physiologic and immune responses. IL-6-inducing peptides are the short protein fragments that are critical for playing a contributing role in biolog... read more 
Humans Machine Learning Algorithms Interleukin-6 Peptides Deep Learning Computational Biology Genetic Algorithms

Machine learning model for predicting Amyloid-β positivity and cognitive status using early-phase F-Florbetaben PET and clinical features.

Scientific reports Jul 1, 2025
This study developed machine learning models to predict Aβ positivity in Alzheimer's disease by integrating early-phase F-Florbetaben PET and clinical data to improve diagnostic accuracy. Furthermore, the study explored machine learning models to pre... read more 
Humans Machine Learning Brain Female Aged Aged, 80 and over Male Middle Aged Cognitive Dysfunction Cognition Amyloid beta-Peptides Alzheimer Disease Aniline Compounds Positron-Emission Tomography Stilbenes

Improving YOLOv11 for marine water quality monitoring and pollution source identification.

Scientific reports Jul 1, 2025
Marine pollution has become an increasingly severe environmental issue, with oil spills, marine debris, and turbid water significantly impacting ecosystems and human health. The You Only Look Once (YOLO) series of target detection has been widely app... read more 

Deep learning framework for hourly air pollutants forecasting using encoding cyclical features across multiple monitoring sites in Beijing.

Scientific reports Jul 1, 2025
Environmental managers and citizens alike are concerned with air quality. Early warning systems for air pollution are essential to prevent health issues and implement effective prevention strategies. This paper proposes a comprehensive, reliable syst... read more 

A hybrid AI-Blockchain security framework for smart grids.

Scientific reports Jul 1, 2025
This study delves into the vulnerability of the smart grid to infiltration by hackers and proposes methods to safeguard it by leveraging blockchain and artificial intelligence (AI). A categorization and analysis of cyberattacks against smart grids wi... read more 

Attention based LSTM framework for robust UWB and INS integration in NLOS environments.

Scientific reports Jul 1, 2025
This paper proposes a novel UWB/INS integration framework that utilizes attention-based Long Short-Term Memory (LSTM) neural networks to address challenges related to UWB signal degradation during non-line-of-sight (NLOS) propagation. The network is ... read more 

Shared gene signatures and molecular mechanisms link ankylosing spondylitis and rheumatoid arthritis.

Scientific reports Jul 1, 2025
Ankylosing spondylitis (AS) and rheumatoid arthritis (RA) are closely related autoimmune diseases with shared mechanisms that remain unclear. This study aims to identify shared molecular signatures and hub genes underlying the co-occurrence of AS and... read more 
Humans Machine Learning Female Adult Male Middle Aged Gene Expression Profiling Transcriptome Arthritis, Rheumatoid Computational Biology Neutrophils Spondylitis, Ankylosing
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