AIMC Topic: Deep Learning

Clear Filters Showing 41 to 50 of 27262 articles

Integration of Multi-omics Data Based on Deep Learning for Subtyping of Low-Grade Glioma.

Journal of molecular neuroscience : MN Aug 27, 2025
Low-grade gliomas (LGGs) represent a complex and aggressive category of brain tumors. Despite recent advancements in molecular subtyping and characterization, the necessity to identify additional molecular subtypes and biomarkers remains. To delineat...
Humans Female Brain Neoplasms Glioma DNA Methylation MicroRNAs Male Deep Learning Multiomics
View on PubMed DOI

MV2SwimNet: A lightweight transformer-based hybrid model for knee meniscus tears detection.

PloS one Aug 27, 2025
Knee Ailments, such as meniscus injuries, bother millions globally, with research showing that more than 14% of the population above 40 years lives with meniscus-related conditions. Conventional diagnosis techniques, like manual MRI interpretation, a...
Image Interpretation, Computer-Assisted Tibial Meniscus Injuries Humans Knee Injuries Algorithms Deep Learning Magnetic Resonance Imaging
View on PubMed DOI

Predicting prognosis of patients with hepatitis B virus-related acute-on-chronic liver failure from longitudinal ultrasound images using a multi-task deep learning approach.

Annals of medicine Aug 26, 2025
BACKGROUND: Individualized risk stratification in hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) remains challenging. This study aimed to develop and validate a multi-task deep learning model using longitudinal liver ultrasound i...
Humans Adult Male Middle Aged Prognosis Retrospective Studies Female Acute-On-Chronic Liver Failure Hepatitis B, Chronic Risk Assessment Deep Learning Ultrasonography Hepatitis B virus Hepatitis B Liver
View on PubMed DOI

A comparative analysis of deep learning architectures for thyroid tissue classification with hyperspectral imaging.

Scientific reports Aug 26, 2025
Hyperspectral imaging has shown significant applicability in the medical field, particularly for its ability to represent spectral information that can differentiate specific biomolecular characteristics in tissue samples. However, the complexity of ...
Spectroscopy, Fourier Transform Infrared Hyperspectral Imaging Goiter Thyroid Gland Thyroid Neoplasms Humans Image Processing, Computer-Assisted Neural Networks, Computer Deep Learning
View on PubMed DOI

Improved pulmonary embolism detection in CT pulmonary angiogram scans with hybrid vision transformers and deep learning techniques.

Scientific reports Aug 26, 2025
Pulmonary embolism (PE) represents a severe, life-threatening cardiovascular condition and is notably the third leading cause of cardiovascular mortality, after myocardial infarction and stroke. This pathology occurs when blood clots obstruct the pul...
Computed Tomography Angiography Humans Pulmonary Artery Neural Networks, Computer Deep Learning Diagnosis, Computer-Assisted ROC Curve Pulmonary Embolism
View on PubMed DOI

Advanced smart human activity recognition system for disabled people using artificial intelligence with snake optimizer techniques.

Scientific reports Aug 26, 2025
Human Activity Recognition (HAR) has become an active research area in recent years due to its applicability in various domains and the growing need for convenient facilities and intelligent homes for the elderly. Physical activity tends to decrease ...
Humans Persons with Disabilities Activities of Daily Living Human Activities Female Male Aged Middle Aged Artificial Intelligence Adult Deep Learning Machine Learning Algorithms
View on PubMed DOI

Lightweight early detection of knee osteoarthritis in athletes.

Scientific reports Aug 26, 2025
Osteoarthritis (OA) is a prevalent condition among athletes, characterized by the progressive degradation of joint cartilage, particularly in weight-bearing joints such as the knees. Early detection is critical for effective management and prevention...
Humans Neural Networks, Computer Deep Learning Knee Joint Athletes Early Diagnosis Osteoarthritis, Knee
View on PubMed DOI

Integrating biometric and multimodal imaging data for early prediction of myopia onset.

Scientific reports Aug 26, 2025
Myopia is a growing global health concern, and early detection and intervention are crucial for preventing its onset and progression. This study aims to predict myopia onset one year in advance by integrating biometric measurements with multimodal im...
Adolescent Child ROC Curve Multimodal Imaging Tomography, Optical Coherence Biometry Male Myopia Deep Learning Humans Female
View on PubMed DOI

Optimized deep learning for brain tumor detection: a hybrid approach with attention mechanisms and clinical explainability.

Scientific reports Aug 26, 2025
Brain tumor classification (BTC) from Magnetic Resonance Imaging (MRI) is a critical diagnosis task, which is highly important for treatment planning. In this study, we propose a hybrid deep learning (DL) model that integrates VGG16, an attention mec...
Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Image Processing, Computer-Assisted Glioma Support Vector Machine Humans Brain Neoplasms Deep Learning
View on PubMed DOI

Identifying significant features in adversarial attack detection framework using federated learning empowered medical IoT network security.

Scientific reports Aug 26, 2025
The expansion of the Internet of Medical Things (IoHT) presents significant advantages for healthcare over improved data-driven insights and connectivity and offers critical cybersecurity challenges. Attacks are a serious risk for neural network secu...
Computer Security Federated Learning Algorithms Deep Learning Internet of Things Humans Neural Networks, Computer Artificial Intelligence Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals