AIMC Topic: Convolutional Neural Networks

Clear Filters Showing 221 to 230 of 291 articles

Enabling scale and rotation invariance in convolutional neural networks with retina like transformation.

Neural networks : the official journal of the International Neural Network Society Jul 1, 2025
Traditional convolutional neural networks (CNNs) struggle with scale and rotation transformations, resulting in reduced performance on transformed images. Previous research focused on designing specific CNN modules to extract transformation-invariant...
Retina Neural Networks, Computer Visual Cortex Image Processing, Computer-Assisted Convolutional Neural Networks Rotation Humans
View on PubMed DOI

SHFormer: Dynamic spectral filtering convolutional neural network and high-pass kernel generation transformer for adaptive MRI reconstruction.

Neural networks : the official journal of the International Neural Network Society Jul 1, 2025
Attention Mechanism (AM) selectively focuses on essential information for imaging tasks and captures relationships between regions from distant pixel neighborhoods to compute feature representations. Accelerated magnetic resonance image (MRI) reconst...
Magnetic Resonance Imaging Humans Convolutional Neural Networks Neural Networks, Computer Brain Image Processing, Computer-Assisted Algorithms
View on PubMed DOI

Two-stage convolutional neural network for segmentation and detection of carotid web on CT angiography.

Journal of neurointerventional surgery Jun 16, 2025
BACKGROUND: Carotid web (CaW) is a risk factor for ischemic stroke, mainly in young patients with stroke of undetermined etiology. Its detection is challenging, especially among non-experienced physicians.
Female Aged Male Humans Neural Networks, Computer Carotid Arteries Computed Tomography Angiography Carotid Artery Diseases Convolutional Neural Networks Ischemic Stroke Middle Aged
View on PubMed DOI

f-statistics-based ancestry profiling and convolutional neural network phenotyping shed new light on the structure of genetic and spike shape diversity in Aegilops tauschii Coss.

Proceedings of the Japan Academy. Series B, Physical and biological sciences Jun 11, 2025
Aegilops tauschii Coss., a progenitor of bread wheat, is an important wild genetic resource for breeding. The species comprises three genetically defined lineages (TauL1, TauL2, and TauL3), each displaying valuable phenotypes in agronomic traits, inc...
Neural Networks, Computer Phenotype Genetic Variation Aegilops Convolutional Neural Networks
View on PubMed DOI

Multioutput Convolutional Neural Network for Improved Parameter Extraction in Time-Resolved Electrostatic Force Microscopy Data.

Journal of chemical information and modeling Jun 9, 2025
Time-resolved scanning probe microscopy methods, like time-resolved electrostatic force microscopy (trEFM), enable imaging of dynamic processes ranging from ion motion in batteries to electronic dynamics in microstructured thin film semiconductors fo...
Time Factors Neural Networks, Computer Microscopy, Atomic Force Convolutional Neural Networks Static Electricity
View on PubMed DOI

Classification of sounds from Pacific white-sided dolphins using a convolutional neural network and a method to reduce false-positive detections.

The Journal of the Acoustical Society of America Jun 1, 2025
An automatic detector for identifying the clicks and pulsed calls of Pacific white-sided dolphins (Lagenorhynchus obliquidens) was developed using a convolutional neural network architecture for passive acoustic monitoring, particularly in the areas ...
Neural Networks, Computer Convolutional Neural Networks Signal Processing, Computer-Assisted Animals Sound Spectrography Dolphins Vocalization, Animal Japan Acoustics
View on PubMed DOI

Ensemble learning of deep CNN models and two stage level prediction of Cobb angle on surface topography in adolescents with idiopathic scoliosis.

Medical engineering & physics Jun 1, 2025
This study employs Convolutional Neural Networks (CNNs) as feature extractors with appended regression layers for the non-invasive prediction of Cobb Angle (CA) from Surface Topography (ST) scans in adolescents with Idiopathic Scoliosis (AIS). The ai...
Ensemble Learning Image Processing, Computer-Assisted Surface Properties Scoliosis Convolutional Neural Networks Adolescent Humans Neural Networks, Computer Male Deep Learning Female
View on PubMed DOI

Enhancing wisdom teeth detection in panoramic radiographs using multi-channel convolutional neural network with clinical knowledge.

Computers in biology and medicine Jun 1, 2025
This study presents a novel artificial intelligence approach for detecting wisdom teeth in panoramic radiographs using a multi-channel convolutional neural network (CNN). First, a curated dataset of annotated panoramic dental images was collected, wi...
Radiography, Panoramic Neural Networks, Computer Convolutional Neural Networks Molar, Third Humans
View on PubMed DOI

An explainable adaptive channel weighting-based deep convolutional neural network for classifying renal disorders in computed tomography images.

Computers in biology and medicine Jun 1, 2025
Renal disorders are a significant public health concern and a cause of mortality related to renal failure. Manual diagnosis is subjective, labor-intensive, and depends on the expertise of nephrologists in renal anatomy. To improve workflow efficiency...
Image Processing, Computer-Assisted Tomography, X-Ray Computed Kidney Diseases Deep Learning Humans Convolutional Neural Networks Neural Networks, Computer
View on PubMed DOI

Automated annotation of virtual dual stains to generate convolutional neural network for detecting cancer metastases in H&E-stained lymph nodes.

Pathology, research and practice Jun 1, 2025
CONTEXT: Staging cancer patients is crucial and requires analyzing all removed lymph nodes microscopically for metastasis. For this pivotal task, convolutional neural networks (CNN) can reduce workload and improve diagnostic accuracy.
Middle Aged Convolutional Neural Networks Staining and Labeling Colorectal Neoplasms Male Lymphatic Metastasis Immunohistochemistry Hematoxylin Lymph Nodes Head and Neck Neoplasms Humans Female Aged Neural Networks, Computer
View on PubMed DOI
Popular Topics
Recent Journals