AIMC Topic: Deep Learning

Clear Filters Showing 1701 to 1710 of 26499 articles

Simpler Protein Domain Identification Using Spectral Clustering.

Proteins Feb 13, 2025
The decomposition of a biomolecular complex into domains is an important step to investigate biological functions and ease structure determination. A successful approach to do so is the SPECTRUS algorithm, which provides a segmentation based on spect...
Protein Conformation Sequence Alignment Sequence Analysis, Protein Models, Molecular Protein Domains Amino Acid Sequence Algorithms Deep Learning Proteins Databases, Protein Computational Biology Cluster Analysis
View on PubMed DOI

Improved segmentation of hepatic vascular networks in ultrasound volumes using 3D U-Net with intensity transformation-based data augmentation.

Medical & biological engineering & computing Feb 13, 2025
Accurate three-dimensional (3D) segmentation of hepatic vascular networks is crucial for supporting ultrasound-mediated theranostics for liver diseases. Despite advancements in deep learning techniques, accurate segmentation remains challenging due t...
Deep Learning Ultrasonography Imaging, Three-Dimensional Liver Humans Neural Networks, Computer Algorithms
View on PubMed DOI

Taylor-dingo optimized RP-net for segmentation toward Alzheimer's disease detection and classification using deep learning.

Computational biology and chemistry Feb 13, 2025
Alzheimer's Disease (AD) is a significant cause of mortality in elderly people. The diagnosing and classification of AD using conventional manual operation is a challenging issue. Here, a novel scheme, namely Recurrent Prototypical Network with Taylo...
Alzheimer Disease Humans Deep Learning Neural Networks, Computer Image Processing, Computer-Assisted Brain Fuzzy Logic
View on PubMed DOI

A quantitatively interpretable model for Alzheimer's disease prediction using deep counterfactuals.

NeuroImage Feb 13, 2025
Deep learning (DL) for predicting Alzheimer's disease (AD) has provided timely intervention in disease progression yet still demands attentive interpretability to explain how their DL models make definitive decisions. Counterfactual reasoning has rec...
Female Image Interpretation, Computer-Assisted Aged Gray Matter Male Disease Progression Deep Learning Humans Magnetic Resonance Imaging Brain Alzheimer Disease
View on PubMed DOI

Automated pediatric TMJ articular disk identification and displacement classification in MRI with machine learning.

Journal of dentistry Feb 13, 2025
OBJECTIVE: To evaluate the performance of an automated two-step model interpreting pediatric temporomandibular joint (TMJ) magnetic resonance imaging (MRI) using artificial intelligence (AI). Using deep learning techniques, the model first automatica...
Machine Learning Algorithms Female Male Deep Learning Adolescent Humans Child Magnetic Resonance Imaging Temporomandibular Joint Disorders Joint Dislocations Temporomandibular Joint Temporomandibular Joint Disc
View on PubMed DOI

Detection of brain tumors using a transfer learning-based optimized ResNet152 model in MR images.

Computers in biology and medicine Feb 13, 2025
Brain tumors are incredibly harmful and can drastically reduce life expectancy. Most researchers use magnetic resonance (MR) scans to detect tumors because they can provide detailed images of the affected area. Recently, AI-based deep learning method...
Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Humans Machine Learning Female Deep Learning Support Vector Machine Brain Neoplasms Male
View on PubMed DOI

Evaluation and failure analysis of four commercial deep learning-based autosegmentation software for abdominal organs at risk.

Journal of applied clinical medical physics Feb 13, 2025
PURPOSE: Deep learning-based segmentation of organs-at-risk (OAR) is emerging to become mainstream in clinical practice because of the superior performance over atlas and model-based autocontouring methods. While several commercial deep learning-base...
Humans Software Algorithms Radiotherapy, Intensity-Modulated Organs at Risk Radiotherapy Planning, Computer-Assisted Radiotherapy Dosage Tomography, X-Ray Computed Deep Learning Image Processing, Computer-Assisted
View on PubMed DOI

A Multimodal Deep Learning Approach to Intraoperative Nociception Monitoring: Integrating Electroencephalogram, Photoplethysmography, and Electrocardiogram.

Sensors (Basel, Switzerland) Feb 13, 2025
Monitoring nociception under general anesthesia remains challenging due to the complexity of pain pathways and the limitations of single-parameter methods. In this study, we introduce a multimodal approach that integrates electroencephalogram (EEG), ...
Monitoring, Intraoperative Anesthesia, General Photoplethysmography Humans Male Electroencephalography Female Electrocardiography Middle Aged Nociception Adult Deep Learning
View on PubMed DOI

Prediction of cognitive conversion within the Alzheimer's disease continuum using deep learning.

Alzheimer's research & therapy Feb 13, 2025
BACKGROUND: Early diagnosis and accurate prognosis of cognitive decline in Alzheimer's disease (AD) is important to timely assignment to optimal treatment modes. We aimed to develop a deep learning model to predict cognitive conversion to guide re-as...
Neuropsychological Tests Longitudinal Studies Alzheimer Disease Neuroimaging Aged, 80 and over Male Disease Progression Deep Learning Cognitive Dysfunction Cohort Studies Prognosis Female Aged Humans
View on PubMed DOI

scCobra allows contrastive cell embedding learning with domain adaptation for single cell data integration and harmonization.

Communications biology Feb 13, 2025
The rapid advancement of single-cell technologies has created an urgent need for effective methods to integrate and harmonize single-cell data. Technical and biological variations across studies complicate data integration, while conventional tools o...
Humans Neural Networks, Computer Computational Biology Software Deep Learning Single-Cell Analysis
View on PubMed DOI
Popular Topics
Recent Journals