Artificial Intelligence Medical Compendium

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

Showing 411 to 420 of 6,574 articles

Research on lightweight tunnel cable fire recognition algorithm based on multi-scale features.

Scientific reports Jul 16, 2025
Currently, tunnel fire detection faces challenges such as slow response times, high false alarm rates, and poor timeliness. With the rapid development of computer vision, tunnel intelligent fire detection has received extensive attention from academi... read more 

Multifunctional cells based neural architecture search for plant images classification.

Scientific reports Jul 16, 2025
To develop a high-performance convolutional neural network (CNN) model for plant image classification automatically, we propose a neural architecture search (NAS) method tailored to multifunctional cells (MFC), termed MFC-NAS. Initially, a search spa... read more 
Neural Networks, Computer Plants Algorithms Image Processing, Computer-Assisted

New hybrid features extracted from US images for breast cancer classification.

Scientific reports Jul 16, 2025
Artificial intelligence (AI), and image processing fields play a vital role in classifying benign and malignant breast cancer (BC). The novelty of this paper lies in computing original hybrid features (HF) from textural and shape features of BC integ... read more 
Artificial Intelligence Machine Learning Humans Breast Neoplasms Image Processing, Computer-Assisted Algorithms Female Ultrasonography, Mammary Image Interpretation, Computer-Assisted

Fusion of microscopic and diffraction images with VGG net for budding yeast recognition in imaging flow cytometry.

Scientific reports Jul 16, 2025
Microscopic-Diffraction Imaging Flow Cytometry (MDIFC) is a high-throughput, stain-free technology that captures paired microscopic and diffraction images of cellular events, utilizing machine learning for the classification of cell subpopulations. H... read more 
Image Cytometry Flow Cytometry Microscopy Saccharomyces cerevisiae Saccharomycetales Neural Networks, Computer Image Processing, Computer-Assisted Algorithms Support Vector Machine Deep Learning

Integrating AI-generated content tools in higher education: a comparative analysis of interdisciplinary learning outcomes.

Scientific reports Jul 16, 2025
This study examines the integration of artificial intelligence-generated content (AIGC) tools across disciplines in higher education settings. Using a mixed-methods approach, we analyzed implementation patterns and learning outcomes across humanities... read more 

Analysis of the mechanism of physical activity enhancing well-being among college students using artificial neural network.

Scientific reports Jul 16, 2025
This study explores the impact mechanism of college students' sports behavior on their well-being by constructing an Artificial Neural Network (ANN) model. The study employs an ANN architecture that combines a Long Short-Term Memory (LSTM) network an... read more 
Neural Networks, Computer Adolescent Machine Learning Universities Humans Exercise Female Sports Male Self Efficacy Young Adult Students

Automated multi-model framework for malaria detection using deep learning and feature fusion.

Scientific reports Jul 16, 2025
Malaria remains a critical global health challenge, particularly in tropical and subtropical regions. While traditional methods for diagnosis are effective, they face some limitations related to accuracy, time consumption, and manual effort. This stu... read more 
Humans Algorithms Malaria Deep Learning Support Vector Machine

Automatic segmentation of liver structures in multi-phase MRI using variants of nnU-Net and Swin UNETR.

Scientific reports Jul 16, 2025
Accurate segmentation of the liver parenchyma, portal veins, hepatic veins, and lesions from MRI is important for hepatic disease monitoring and treatment. Multi-phase contrast enhanced imaging is superior in distinguishing hepatic structures compare... read more 
Contrast Media Aged Humans Hepatic Veins Male Deep Learning Magnetic Resonance Imaging Female Gadolinium DTPA Adult Middle Aged Liver Image Processing, Computer-Assisted Portal Vein

Exploring the mechanism of metabolic cell death-related genes AKR1C2 and MAP1LC3A as biomarkers in Parkinson's disease.

Scientific reports Jul 15, 2025
There is a strong relationship between metabolic cell death (MCD) and neurodegenerative diseases. However, the involvement of metabolic cell death (MCD)-related genes (MCDRGs) in Parkinson's disease (PD) pathogenesis remains poorly analyzed. Integrat... read more 
Gene Expression Regulation Protein Interaction Maps Gene Regulatory Networks Microtubule-Associated Proteins Parkinson Disease Biomarkers Cell Death Gene Expression Profiling Humans

Machine learning approaches for forecasting compressive strength of high-strength concrete.

Scientific reports Jul 15, 2025
Identifying the mechanical properties of High Strength Concrete (HSC), particularly compressive strength, is critical for safety purposes. Concrete compressive strength is determined by using laboratory experiments, which are costly and time-consumin... read more 
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