International Journal of Imaging Systems and Technology

Article	Citations
Issue Information	91
	72
Design of rectangular coaxial slot antenna for ultra‐high‐field magnetic resonance imaging	66
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	64
A dual channel and spatial attention network for automatic spine segmentation of MRI images	62
An efficient deep learning algorithm for the segmentation of cardiac ventricles	60
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	55
Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	55
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	48
Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer	42
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	41
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	40
GRASP‐Net: Grouped Residual Convolution U‐Net With Attention Mechanism and Atrous Spatial Pyramid Pooling for Prostate Zone Segmentation Using MR Images	40
CITMambaNet: Cross Modality Progressive Fusion ITMamba Network for PET‐CT Medical Image Segmentation	38
An ensemble model of convolution and recurrent neural network for skin disease classification	37
Modified Transformer‐Based Pixel Segmentation for Breast Tumor Detection	37
Denoising of computed tomography using bilateral median based autoencoder network	33
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	33
A lightweight deep learning model for retinal optical coherence tomography image classification	30
Polyp segmentation network based on lightweight model and reverse attention mechanisms	30
A novel automated depression detection technique using text transcript	28
Issue Information	28
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	26
TPA‐Seg: Multi‐Class Nucleus Segmentation Using Text Prompts and Cross‐Attention	26
Issue Information	26

A Novel Framework for Lung Disease Classification Using Multiscale Convolutional Neural Networks With an Integrated Dynamic Attention Mechanism	26
GSCCANet: Dual Decoder Network Fusing Edge Focus and Global Channel Attention for Precise Segmentation of Colonic Polyps	25
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	25
Squeeze and multi‐context attention for polyp segmentation	25
Performance analysis of various denoising filters on intravascular ultrasound coronary artery images	25
Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	24
An automatic gastric polyp detection technique using deep learning	24
Microaneurysm Detection With Multiscale Attention and Trident RPN	23
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A joint autoencoder and classifier deep neural network for AD and MCI classification	21
Empowering ultrasound image filtering precision by reducing speckles and preserving edge cues	21
Retraction: Optimal brain tumor diagnosis based on deep learning and balanced sparrow search algorithm	21
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	21
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	21
SSANet—Novel Residual Network for Computer‐Aided Diagnosis of Pulmonary Nodules in Chest Computed Tomography	20
Two‐dimensional medical image segmentation based on U‐shaped structure	20
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	20
An automatic measurement method for ankle key angles based on point cloud segmentation network	18
VMC‐UNet: A Vision Mamba‐CNN U‐Net for Tumor Segmentation in Breast Ultrasound Image	18
Hybrid‐Patch‐Alex: A new patch division and deep feature extraction‐based image classification model to detect COVID‐19, heart failure, and other lung conditions using medical im	18
Embedded System‐Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model	18
Development and validation of an artificial intelligence software for periodontal bone loss in panoramic imaging	18
Multi‐level deep learning based lung cancer classifier for classification based on tumour‐node‐metastasis approach	18
A modified contrast source inversion method for microwave tomographic imaging of Debye dispersive media	18
Accelerated brain tumor dynamic contrast‐enhanced MRI using Adaptive Pharmaco‐Kinetic Model Constrained method	18
Estimation of Nonhomogeneous Noise in 2D Magnetic Resonance Imaging	18
Deep Depthwise Residual Network for Knee Meniscus Segmentation From Magnetic Resonance Imaging	17
Rapid Early Screening for Lymphedema Using Kinect	17
Enhanced ECG Signal Classification Using Multi‐Branch Convolutions and Mamba Blocks With State‐Space Models	17
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Preparing a successful Special Issue proposal	16
Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model	15
Automated Segmentation of Brain Gliomas in Multimodal MRI Data	15
A CNN transfer learning‐based approach for segmentation and classification of brain stroke from noncontrast CT images	15
Identification of biological markers in cancer disease using explainable artificial intelligence	14
Issue Information	14
Correction to “Multi‐Branch Sustainable Convolutional Neural Network for Disease Classification”	14
A Hybrid Deep Spatiotemporal Attention‐Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals	14
Cover Image	14
Efficient multiscale spatial attention3Dabdominal multiorgan segmentation model	14
Issue Information	14
Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images	14
HPKNN: Hyper‐parameter optimized KNN classifier for classification of poikilocytosis	13
Taylor series‐based deep belief network for automatic classification of diabetic retinopathy using retinal fundus images	13
Advanced Image Enhancement and a Lightweight Feature Pyramid Network for Detecting Microaneurysms in Diabetic Retinopathy Screening	13
Distributed autoencoder classifier network for small‐scale and scattered COVID‐19 dataset classification	13
Ventricular segmentation and modeling using topological watershed transformation and harmonic state model	13
Extended and optimized deep convolutional neural network‐based lung tumor identification in big data	13
Federated learning‐based colorectal cancer classification by convolutional neural networks and general visual representation learning	13

Learning domain transfer for unsupervised magnetic resonance imaging restoration and edge enhancement	13
Automated differentiation of skin melanocytes from keratinocytes in high‐resolution histopathology images using a weakly‐supervised deep‐learning framework	13
Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features	13
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm	12
Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets	12
Issue Information	12
Denoising smooth‐detail representation of MRI‐SPECT fusion	12
SABOS‐Net: Self‐supervised attention based network for automatic organ segmentation of head and neck CT images	12
Sleep disorder identification using wavelet scattering on ECG signals	12
Issue Information	12
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Using normalized echo state network to detect abnormal ECG patterns	12
An optimal system for increasing the contrast resolution qualities of histopathology images in the wavelet domain	12
An Explainable AI for Blood Image Classification With Dynamic CNN Model Selection Framework	12
Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi‐Center Setting	11
Research on data classification and feature fusion method of cancer nuclei image based on deep learning	11
PC‐SNet for automated detection of prostate cancer in multiparametric‐magnetic resonance imaging	11
Medical image contrast enhancement based on improved sparrow search algorithm	11
Feature Subspace Projection Knowledge Distillation for Medical Image Segmentation	11
A Structure‐Preserving Denoising Diffusion Model for AV45 PET Quantification Without MRI in Alzheimer's Disease Diagnosis	11
A method to measure data complexity of a complicated medical data set	11
Multiscale attention network for retinal vein occlusion classification with multicolor image	11
An AG‐RetinaNet for Embryonic Blastomeres Detection and Counting	11
Application of SVM Based on Optimization of Newton Raphson's Algorithm in Non‐Invasive Blood Glucose Detection	11
An affinity propagated clustering aided computerized Inherent Seeded Region Growing and Deep learned Marching Cubes Algorithm (ISRG‐DMCA) based three dimensional image reconstruction approa	11
Deep learning based automated detection of intraretinal cystoid fluid	11
Automated diagnosis of COVID stages using texture‐based Gabor features in variational mode decomposition from CT images	10
An intelligent fuzzy inference rule‐based expert recommendation system for predictive diabetes diagnosis	10
A hybrid feature fusion strategy for early fusion and majority voting for late fusion towards melanocytic skin lesion detection	10
A Dynamic Multi‐Output Convolutional Neural Network for Skin Lesion Classification	10
A deep conventional neural network model for glioma tumor segmentation	10
Detection of liver abnormalities—A new paradigm in medical image processing and classification techniques	10
Towards Efficient Brain Tumor Segmentation via a Transformer‐Driven 3D U‐Net	10
Histopathological carcinoma classification using parallel, cross‐concatenated and grouped convolutions deep neural network	10
Automated assessment for Alzheimer's disease diagnosis from MRI images: Meta‐heuristic assisted deep learning model	10
A deep learning‐basedx‐rayimaging diagnosis system for classification of tuberculosis,COVID‐19, and pneumonia traits using evolutionary algorithm	10
Neuromuscular disease detection based on feature extraction from time–frequency images of EMG signals employing robust hyperbolic Stockwell transform	10
An efficient quantification of COVID‐19 in chest CT images with improved semantic segmentation using U‐Net deep structure	10
An effective detection of COVID‐19 using adaptive dual‐stage horse herd bidirectional long short‐term memory framework	10
MT‐BAAN: Multi‐View Topological Bilinear Aggregation Attention Network Model for Alzheimer's Disease Diagnosis	9
C‐TUnet: A CNN‐Transformer Architecture‐Based Ultrasound Breast Image Classification Network	9
A region of interest focused Triple UNet architecture for skin lesion segmentation	9
Multimodal Connectivity‐Guided Glioma Segmentation From Magnetic Resonance Images via Cascaded 3D Residual U‐Net	9
Breaking Barriers in Cancer Diagnosis: Super‐Light Compact Convolution Transformer for Colon and Lung Cancer Detection	9
An interpretable deep learning Bayesian optimized random forest framework for the diagnosis of Parkinson's disease in structural magnetic resonance images	9
A Novel Edge‐Enhanced Networks for Optic Disc and Optic Cup Segmentation	9
Segmentation of Brain Tumor Resections in Intraoperative 3D Ultrasound Images Using a Semisupervised Cross nnSU‐Net	8
ARCNet: Adaptive Reconstruction‐Driven Cascaded Network for Deformable Registration of Images With Pathologies	8
Emotion identification by dynamic entropy and ensemble learning from electroencephalogram signals	8
Improving Image Quality of Thin‐Slice and Low‐keV Images in Dual‐Energy CT Angiography for Children With Neuroblastoma Using Deep Learning Image Reconstruction	8
A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images	8
Issue Information	8
Structural biomarker‐based Alzheimer's disease detection via ensemble learning techniques	8
Image processing and machine learning‐based bone fracture detection and classification using X‐ray images	8
Issue Information	8
Pneumonia Image Classification Based on Lightweight Mobile ViT Networks	8
Effect of physical exercise and noninvasive brain stimulation on cognition and dementia of elderly people with frailty: A randomized study	8
Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion	8
GAN‐segNet: A deep generative adversarial segmentation network for brain tumor semantic segmentation	8
Advancing Computer‐Assisted Diabetic Retinopathy Grading: A Super Learner Ensemble Technique for Fundus Imagery	8
A Metaheuristic‐Based Conductivity Distribution Optimization Method for Accurate Imaging in Electrical Impedance Tomography	8
Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learning	8
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	7
Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification	7
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Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	7
Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours	7
Efficient spine segmentation network based on multi‐scale feature extraction and multi‐dimensional spatial attention	7
Fusing feature and output space for unsupervised domain adaptation on medical image segmentation	7
A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer	7
Colour‐based segmentation using FCM and K‐means clustering for 3D thyroid gland state image classification using deep convolutional neural network structure	7
Predicting the Early Detection of Breast Cancer Using Hybrid Machine Learning Systems and Thermographic Imaging	7
A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	7
Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	7
Optimize Neural Fuzzy Systems for High‐Dimensional Breast Cancer Data Analysis: A Deep Learning Approach	7
Attention augmented residual autoencoder for efficient polyp segmentation	7
Assessment of magnetic resonance imaging and histopathological changes in chordoid glioma: A retrospective analysis of 13 cases	7
Multiscale Feature Fusion Booster Network for Segmentation of Colorectal Polyp	7
Real‐time coloring method of laser surgery video based on generative adversarial network	6
A new medical image enhancement algorithm using adaptive parameters	6

Lung lobe segmentation in computed tomography images based on multi‐feature fusion and ensemble learning framework	6
Machine learning based on automated breast volume scanner (ABVS) radiomics for differential diagnosis of benign and malignant BI‐RADS 4 lesions	6
Application program interface for automatic segmentation of retinal layers and fluids in Optical Coherence Tomography ‐ Neovascular Age related Macular degeneration retinal images using dee	6
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	6
A Novel Transfer Learning Approach for Skin Cancer Classification on ISIC 2024 3D Total Body Photographs	6
NIR‐II Fluorescence Image Translation via Latent Space Disentanglement	6
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	6
MAUNet: Polyp segmentation network based on multiscale feature fusion of attention U‐shaped network structure	6
Discriminative Consistency Semi‐Supervised Carotid Ultrasound Plaque Segmentation by Exploiting Global Context	6
Transfer learning‐based platform for detecting multi‐classification retinal disorders using optical coherence tomography images	6
TAU‐EffNetB7: A Novel Triple Attention U‐Net Approach Using EfficientNetB7 for Enhanced Polyp Segmentation	6
GLRP: Global and local contrastive learning based on relative position for medical image segmentation on cardiac MRI	6
Recognizing of Vocal Fold Disorders From High Speed Video: Use of Spatio‐Temporal Deep Neural Networks	6
Deep learning based Glaucoma Network Classification (GNC) using retinal images	6
Novel Model of Medical CT Image Segmentation Based on GANs With Residual Neural Networks	6
Unsupervised Domain Adaptation for Simultaneous Segmentation and Classification of the Retinal Arteries and Veins	6
Constructing brain functional networks with adaptive manifold regularization for early mild cognitive impairment	6
A Lightweight Statistical Multi‐Feature Adaptive Attention Network for Dermoscopic Image Segmentation	6
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	6
CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion	6
Pathological categorization of lung carcinoma from multimodality images using convolutional neural networks	6
Improving Stroke Segmentation and Classification Performance Using a Goal‐Oriented Deep Learning Framework	6
SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images	6
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba‐Based Network for Registration Performance Enhancement	6
Deep Learning and Handcrafted Features for Thyroid Nodule Classification	6
Cover Image	6
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BATU: A Workflow for Multi‐Network Ensemble Learning in Cross‐Dataset Generalization of Skin Lesion Analysis	6
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	6
Multi‐planar 3D knee MRI segmentation via UNet inspired architectures	5
Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid‐based deep models	5
HCN: Hybrid Capsule Network for Fetal Plane Classification in Ultrasound Images	5
Systematic study and design of multimodal MRI image augmentation for brain tumor detection with loss aware exchange and residual networks	5
Interactive CNN and Transformer‐Based Cross‐Attention Fusion Network for Medical Image Classification	5
An efficient multiclass classifier for classification of Alzheimer's disease/mild cognitive impairment/Normal subjects	5
SAtUNet: Series atrous convolution enhanced U‐Net for lung nodule segmentation	5
An improved semantic segmentation for breast lesion from dynamic contrast enhanced MRI images using deep learning	5
CS U‐NET: A Medical Image Segmentation Method Integrating Spatial and Contextual Attention Mechanisms Based on U‐NET	5
Total variation‐based ultrasound image despeckling using method noise thresholding in non‐subsampled contourlet transform	5
Dual‐Path Multi‐Scale CNN for Precise Classification of Non‐Small Cell Lung Cancer	5
Deep learning approach for brain tumor classification using metaheuristic optimization with gene expression data	5
An Enhanced Double‐Unet Segmentation Framework for the Early Detection of Diabetic Retinopathy	5
FPUNet: A Multi‐Level Residual Fractional Domain Transformer Network for Ischemic Stroke Image Segmentation	5
Whole slide cervical image classification based on convolutional neural network and random forest	5
Using a convolutional neural network model to derive imaging landmarks for lumbar spine numbering on axial magnetic resonance images	5
Multiscale Dynamic Attention Framework for Skin Lesion Segmentation and Classification	5
Issue Information	5
GLAN: Global Local Attention Network for Thoracic Disease Classification to Enhance Heart Failure Diagnosis	5
EDenseNetViT: Leveraging Ensemble Vision Transform Integrated Transfer Learning for Advanced Differentiation and Severity Scoring of Tuberculosis	5
ORYX‐MRSI: A fully‐automated open‐source software for proton magnetic resonance spectroscopic imaging data analysis	5
AlexNet‐NDTL: Classification of MRI brain tumor images using modified AlexNet with deep transfer learning and Lipschitz‐based data augmentation	5
Improved GAN for image resolution enhancement using ViT for breast cancer detection	5
Intelligent MRI diagnosis of neurological alterations in infants from 4 to 12 months	5
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Multi‐branch sustainable convolutional neural network for disease classification	5
Detection of Plus Disease in Retinopathy of Prematurity Using Deep Learning Models: Evaluating Vision Transformers and ResNet Architectures	5
BCUIS‐Net: A breast cancer ultrasound image segmentation network via boundary‐aware and shape feature fusion	5
A Novel Deep Learning Model Based Cancerous Lung Nodules Severity Grading Framework Using CT Images	5
Robust nuclei segmentation with encoder‐decoder network from the histopathological images	5
CBAM Attention Gate‐Based Lightweight Deep Neural Network Model for Improved Retinal Vessel Segmentation	4
XCapsNet: A deep neural network for automated detection of diabetic retinopathy	4
Pulmonary disease diagnosis using African vulture optimized weighted support vector machine approach	4
An alternative approach for determining the cholesterol level: Iris analysis	4
Efficient breast cancer diagnosis using multi‐level progressive feature aggregation based deep transfer learning system	4
MTGWNN: A Multi‐Template Graph Wavelet Neural Network Identification Model for Autism Spectrum Disorder	4
ResTrans‐Unet: A Residual‐Aware Transformer‐Based Approach to Medical Image Segmentation	4
A Hybrid Deep Learning Framework Using Scaling‐Basis Chirplet Transform for Motor Imagery EEG Recognition in Brain–Computer Interface Applications	4
An extensive upgrading of contact diffuse CorrelationTomography system	4
A novel EEG channel selection and classification methodology for multi‐class motor imagery‐based BCI system design	4
Early cervical cancer diagnosis using Sooty tern‐optimized CNN‐LSTM classifier	4
Categorization of breast masses based on deep belief network parameters optimized using chaotic krill herd optimization algorithm for frequent diagnosis of breast abnormalities	4
Issue Information	4
ESFCU‐Net: A Lightweight Hybrid Architecture Incorporating Self‐Attention and Edge Enhancement Mechanisms for Enhanced Polyp Image Segmentation	4
Privacy preserved collaborative transfer learning model with heterogeneous distributed data for brain tumor classification	4
Detection and classification of large bowel obstruction from X‐ray images using machine learning algorithms	4
3D MedicalDet‐Mamba: A Hybrid Mamba‐CNN Network for Medical Object Detection and Localization	4
Multimodal Fusion for Enhanced Semantic Segmentation in Brain Tumor Imaging: Integrating Deep Learning and Guided Filtering Via Advanced 3D Semantic Segmentation Architectures	4
CATNet: A Cross Attention and Texture‐Aware Network for Polyp Segmentation	4
Efficient feature extraction and hybrid deep learning for early identification of uterine fibroids in ultrasound images	4
Dual‐branch feature extraction network combined with Transformer and CNN for polyp segmentation	4
An improved invasive weed optimization enabled Shepard convolutional neural network for classification of breast cancer	4
Multimodal MRI‐Based Glioma Segmentation and MGMT Promoter Methylation Status Prediction Using Multitask Learning Architecture	4
Topological features in addition to radiomics signature predict 1p19q status and tumor grade in low‐grade gliomas	4
A method for detecting and classifying the tumor regions in brain MRI images using vector index filtering and ANFIS classification process	4
YOLOv5 based detector for eight different urine particles components on single board computer	4
Interpretable ensemble deep learning model for early detection of Alzheimer's disease using local interpretable model‐agnostic explanations	4
Examining the classification performance of pre‐trained capsule networks on imbalanced bone marrow cell dataset	4
Uncertainty‐guided self‐ensembling model for semi‐supervised segmentation of multiclass retinal fluid in optical coherence tomography images	4
Enc‐Unet: A novel method for Glioma segmentation	4
Leveraging Local and Global Features for Enhanced Segmentation of Brain Metastatic Tumors in Magnetic Resonance Imaging	4
An efficient wavelet thresholding strategy and robust shrinkage approach for de‐noising ECG signal	4
Issue Information	4
Enhancing Melanoma Diagnostic: Harnessing the Synergy of AI and CNNs for Groundbreaking Advances in Early Melanoma Detection and Treatment Strategies	4
CAS‐GAN: A Novel Generative Adversarial Network‐Based Architecture for Coronary Artery Segmentation	4
GTMamba: Graph Tri‐Orientated Mamba Network for 3D Brain Tumor Segmentation	4