AIMC Topic: Algorithms

Clear Filters Showing 591 to 600 of 26996 articles

Semisupervised adaptive learning models for IDH1 mutation status prediction.

PloS one May 5, 2025
The mutation status of isocitrate dehydrogenase1 (IDH1) in glioma is critical information for the diagnosis, treatment, and prognosis. Accurately determining such information from MRI data has emerged as a significant research challenge in recent yea...
Glioma Brain Neoplasms Magnetic Resonance Imaging Deep Learning Mutation Humans Isocitrate Dehydrogenase Algorithms
View on PubMed DOI

Improving fine-grained food classification using deep residual learning and selective state space models.

PloS one May 5, 2025
BACKGROUND: Food classification is the foundation for developing food vision tasks and plays a key role in the burgeoning field of computational nutrition. Due to the complexity of food requiring fine-grained classification, the Convolutional Neural ...
Deep Learning Neural Networks, Computer Food Algorithms Databases, Factual
View on PubMed DOI

Classification of Neuropsychiatric Disorders via Brain-Region-Selected Graph Convolutional Network.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society May 5, 2025
For the classification of patients with neuropsychiatric disorders based on rs-fMRI data, this paper proposed a Brain-Region-Selected graph convolutional network (BRS-GCN). In order to effectively identify the most significant biomarkers associated w...
Alzheimer Disease Humans Aged Male Mental Disorders Neural Networks, Computer Brain Databases, Factual Magnetic Resonance Imaging Algorithms Female Biomarkers
View on PubMed DOI

Accelerated ultrashort echo time quantitative magnetization transfer (UTE-qMT) imaging of macromolecular fraction (MMF) in cortical bone based on a self-attention convolutional neural network.

Magnetic resonance imaging May 4, 2025
PURPOSE: To combine ultrashort echo time quantitative magnetization transfer (UTE-qMT) imaging with a self-attention convolutional neural network (SAT-Net) for accelerated mapping of macromolecular fraction (MMF) in cortical bone.
Humans Cortical Bone Tibia Bone Diseases, Metabolic Adult Middle Aged Image Processing, Computer-Assisted Osteoporosis Magnetic Resonance Imaging Convolutional Neural Networks Neural Networks, Computer Female Algorithms Young Adult
View on PubMed DOI

Entity replacement strategy for temporal knowledge graph query relaxation.

Neural networks : the official journal of the International Neural Network Society May 4, 2025
The temporal knowledge graph (TKG) query enables the retrieval of candidate answer lists by addressing questions that involve temporal constraints, regarded as a crucial downstream task in the realm of the temporal knowledge graph. Existing methods p...
Humans Neural Networks, Computer Information Storage and Retrieval Semantics Algorithms Time Factors
View on PubMed DOI

Enhancing lung cancer detection through integrated deep learning and transformer models.

Scientific reports May 4, 2025
Lung cancer has been stated as one of the prevalent killers of cancer up to this present time and this clearly underlines the rationale for early diagnosis to enhance life expectancy of patients afflicted with the condition. The reasons behind the us...
Humans Deep Learning Lung Neoplasms Algorithms Early Detection of Cancer
View on PubMed DOI

Domain knowledge-infused pre-trained deep learning models for efficient white blood cell classification.

Scientific reports May 4, 2025
White blood cell (WBC) classification is a crucial step in assessing a patient's health and validating medical treatment in the medical domain. Hence, efficient computer vision solutions to the classification of WBC will be an effective aid to medica...
Deep Learning Leukocytes Neural Networks, Computer Algorithms Humans Diagnosis, Computer-Assisted
View on PubMed DOI

Generative and predictive neural networks for the design of functional RNA molecules.

Nature communications May 4, 2025
RNA is a remarkably versatile molecule that has been engineered for applications in therapeutics, diagnostics, and in vivo information-processing systems. However, the complex relationship between the sequence, structure, and function of RNA often ne...
Nucleic Acid Conformation Thermodynamics Algorithms Neural Networks, Computer RNA
View on PubMed DOI

Prediction of high-risk pregnancy based on machine learning algorithms.

Scientific reports May 4, 2025
This study explores the application of machine learning algorithms in predicting high-risk pregnancy among expectant mothers, aiming to construct an efficient predictive model to improve maternal health management. The study is based on the maternal ...
Pregnancy, High-Risk Support Vector Machine Bangladesh Pregnancy Female Risk Assessment Logistic Models Adult Humans Machine Learning Algorithms
View on PubMed DOI

Self-supervised learning for MRI reconstruction through mapping resampled k-space data to resampled k-space data.

Magnetic resonance imaging May 3, 2025
In recent years, significant advancements have been achieved in applying deep learning (DL) to magnetic resonance imaging (MRI) reconstruction, which traditionally relies on fully sampled data. However, real-world clinical scenarios often demonstrate...
Humans Algorithms Image Processing, Computer-Assisted Brain Magnetic Resonance Imaging Deep Learning Supervised Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals