AIMC Topic: Neural Networks, Computer

Clear Filters Showing 27291 to 27300 of 31376 articles

[Pancreas segmentation with multi-channel convolution and combined deep supervision].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Feb 25, 2025
Due to its irregular shape and varying contour, pancreas segmentation is a recognized challenge in medical image segmentation. Convolutional neural network (CNN) and Transformer-based networks perform well but have limitations: CNN have constrained r...
Humans Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Deep Learning Pancreas
View on PubMed DOI

[Classification of Alzheimer's disease based on multi-example learning and multi-scale feature fusion].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Feb 25, 2025
Alzheimer's disease (AD) classification models usually segment the entire brain image into voxel blocks and assign them labels consistent with the entire image, but not every voxel block is closely related to the disease. To this end, an AD auxiliary...
Alzheimer Disease Neuroimaging Brain Deep Learning Magnetic Resonance Imaging Neural Networks, Computer Machine Learning Humans
View on PubMed DOI

[Research on multi-scale convolutional neural network hand muscle strength prediction model improved based on convolutional attention module].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Feb 25, 2025
In order to realize the quantitative assessment of muscle strength in hand function rehabilitation and then formulate scientific and effective rehabilitation training strategies, this paper constructs a multi-scale convolutional neural network (MSCNN...
Neural Networks, Computer Convolutional Neural Networks Humans Muscle Strength Hand Support Vector Machine Hand Strength
View on PubMed DOI

[Neural network for auditory speech enhancement featuring feedback-driven attention and lateral inhibition].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Feb 25, 2025
The processing mechanism of the human brain for speech information is a significant source of inspiration for the study of speech enhancement technology. Attention and lateral inhibition are key mechanisms in auditory information processing that can ...
Feedback Speech Neural Networks, Computer Attention Noise Humans Speech Perception
View on PubMed DOI

[Research on intelligent fetal heart monitoring model based on deep active learning].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Feb 25, 2025
Cardiotocography (CTG) is a non-invasive and important tool for diagnosing fetal distress during pregnancy. To meet the needs of intelligent fetal heart monitoring based on deep learning, this paper proposes a TWD-MOAL deep active learning algorithm ...
Fetal Heart Deep Learning Cardiotocography Fetal Monitoring Fetal Distress Heart Rate, Fetal Algorithms Pregnancy Female Humans Neural Networks, Computer
View on PubMed DOI

[Research on arrhythmia classification algorithm based on adaptive multi-feature fusion network].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Feb 25, 2025
Deep learning method can be used to automatically analyze electrocardiogram (ECG) data and rapidly implement arrhythmia classification, which provides significant clinical value for the early screening of arrhythmias. How to select arrhythmia feature...
Neural Networks, Computer Algorithms Deep Learning Humans Classification Algorithms Signal Processing, Computer-Assisted Arrhythmias, Cardiac Electrocardiography
View on PubMed DOI

[The joint analysis of heart health and mental health based on continual learning].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Feb 25, 2025
Cardiovascular diseases and psychological disorders represent two major threats to human physical and mental health. Research on electrocardiogram (ECG) signals offers valuable opportunities to address these issues. However, existing methods are cons...
Humans Neural Networks, Computer Electrocardiography Mental Disorders Machine Learning Arrhythmias, Cardiac Mental Health Algorithms Cardiovascular Diseases Signal Processing, Computer-Assisted
View on PubMed DOI

Uncertainty CNNs: A path to enhanced medical image classification performance.

Mathematical biosciences and engineering : MBE Feb 20, 2025
The automated detection of tumors using medical imaging data has garnered significant attention over the past decade due to the critical need for early and accurate diagnoses. This interest is fueled by advancements in computationally efficient model...
Uncertainty Algorithms Deep Learning Humans Heart Failure Tomography, X-Ray Computed Magnetic Resonance Imaging Image Processing, Computer-Assisted Neural Networks, Computer Image Interpretation, Computer-Assisted Neoplasms Diagnostic Imaging Lung Neoplasms
View on PubMed DOI

Recurrent Neural Network/Machine Learning Predictions of Reactive Channels in H + CH at E = 30 eV: A Prototype of Ion Cancer Therapy Reactions.

Journal of computational chemistry Feb 15, 2025
We present a simplest-level electron nuclear dynamics/machine learning (SLEND/ML) approach to predict chemical properties in ion cancer therapy (ICT) reactions. SLEND is a time-dependent, variational, on-the-fly, and nonadiabatic method. In SLEND, nu...
Humans Electrons Hydrogen Recurrent Neural Networks Machine Learning Neoplasms Neural Networks, Computer
View on PubMed DOI

Development of a pressure ulcer stage determination system for community healthcare providers using a vision transformer deep learning model.

Medicine Feb 14, 2025
This study reports the first steps toward establishing a computer vision system to help caregivers of bedridden patients detect pressure ulcers (PUs) early. While many previous studies have focused on using convolutional neural networks (CNNs) to ele...
Pressure Ulcer Community Health Services Humans Neural Networks, Computer Retrospective Studies Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals