AIMC Topic: Deep Learning

Clear Filters Showing 641 to 650 of 26346 articles

Review of sEMG for Exoskeleton Robots: Motion Intention Recognition Techniques and Applications.

Sensors (Basel, Switzerland) Apr 13, 2025
The global aging trend is becoming increasingly severe, and the demand for life assistance and medical rehabilitation for frail and disabled elderly people is growing. As the best solution for assisting limb movement, guiding limb rehabilitation, and...
Exoskeleton Device Electroencephalography Electromyography Motion Intention Movement Algorithms Humans Deep Learning Machine Learning Robotics
View on PubMed DOI

Deep learning enabled liquid-based cytology model for cervical precancer and cancer detection.

Nature communications Apr 13, 2025
Deep learning (DL) enabled liquid-based cytology has potential for cervical cancer screening or triage. Here, we develop a DL model using whole cytology slides from 17,397 women and test it on 10,826 additional cases through a three-stage process. Th...
Early Detection of Cancer Triage Cytodiagnosis Precancerous Conditions Papillomavirus Infections Uterine Cervical Dysplasia Deep Learning Mass Screening Cervix Uteri Sensitivity and Specificity Humans Vaginal Smears Uterine Cervical Neoplasms Female Middle Aged Adult
View on PubMed DOI

Hybrid of DSR-GAN and CNN for Alzheimer disease detection based on MRI images.

Scientific reports Apr 13, 2025
In this paper, we propose a deep super-resolution generative adversarial network (DSR-GAN) combined with a convolutional neural network (CNN) model designed to classify four stages of Alzheimer's disease (AD): Mild Dementia (MD), Moderate Dementia (M...
Humans Magnetic Resonance Imaging Alzheimer Disease Image Interpretation, Computer-Assisted Deep Learning Neural Networks, Computer ROC Curve Algorithms Image Processing, Computer-Assisted
View on PubMed DOI

Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation.

Medical image analysis Apr 12, 2025
Despite their effectiveness, current deep learning models face challenges with images coming from different domains with varying appearance and content. We introduce SegCLR, a versatile framework designed to segment images across different domains, e...
Humans Tomography, Optical Coherence Supervised Machine Learning Algorithms Image Interpretation, Computer-Assisted Deep Learning Imaging, Three-Dimensional
View on PubMed DOI

Video-based multi-target multi-camera tracking for postoperative phase recognition.

International journal of computer assisted radiology and surgery Apr 12, 2025
PURPOSE: Deep learning methods are commonly used to generate context understanding to support surgeons and medical professionals. By expanding the current focus beyond the operating room (OR) to postoperative workflows, new forms of assistance are po...
Video Recording Postoperative Period Postoperative Care Workflow Humans Deep Learning
View on PubMed DOI

A Comprehensive Review of Deep Learning in Computer Vision for Monitoring Apple Tree Growth and Fruit Production.

Sensors (Basel, Switzerland) Apr 12, 2025
The high nutritional and medicinal value of apples has contributed to their widespread cultivation worldwide. Unfavorable factors in the healthy growth of trees and extensive orchard work are threatening the profitability of apples. This study review...
Deep Learning Fruit Malus Neural Networks, Computer
View on PubMed DOI

Deep learning tools predict variants in disordered regions with lower sensitivity.

BMC genomics Apr 12, 2025
BACKGROUND: The recent AI breakthrough of AlphaFold2 has revolutionized 3D protein structural modeling, proving crucial for protein design and variant effects prediction. However, intrinsically disordered regions-known for their lack of well-defined ...
Protein Conformation, alpha-Helical Mutation Intrinsically Disordered Proteins Methionine Proteome Humans Models, Molecular Deep Learning Computational Biology
View on PubMed DOI

Deep learning-based identification of patients at increased risk of cancer using routine laboratory markers.

Scientific reports Apr 12, 2025
Early screening for cancer has proven to improve the survival rate and spare patients from intensive and costly treatments due to late diagnosis. Cancer screening in the healthy population involves an initial risk stratification step to determine the...
Middle Aged Risk Assessment Neoplasms Biomarkers, Tumor Male Deep Learning ROC Curve Early Detection of Cancer Humans Algorithms Female Risk Factors Aged
View on PubMed DOI

Integrating advanced deep learning techniques for enhanced detection and classification of citrus leaf and fruit diseases.

Scientific reports Apr 12, 2025
In this study, we evaluate the performance of four deep learning models, EfficientNetB0, ResNet50, DenseNet121, and InceptionV3, for the classification of citrus diseases from images. Extensive experiments were conducted on a dataset of 759 images di...
Deep Learning Convolutional Neural Networks Agriculture Plant Leaves Plant Diseases Fruit Image Enhancement Citrus
View on PubMed DOI

Leveraging multi-modal feature learning for predictions of antibody viscosity.

mAbs Apr 11, 2025
The shift toward subcutaneous administration for biologic therapeutics has gained momentum due to its patient-friendly nature, convenience, reduced healthcare burden, and improved compliance compared to traditional intravenous infusions. However, a s...
Humans Deep Learning Antibodies, Monoclonal Viscosity
View on PubMed DOI
Popular Topics
Recent Journals