International Journal of Imaging Systems and Technology

Article	Citations
Issue Information	103
Modified Transformer‐Based Pixel Segmentation for Breast Tumor Detection	78
Pixel by Pixel Semantic Segmentation Approach on WSI Images for Gastric Gland Segmentation and Gastric Cancer Grade Classification Using MLP‐XAI Model	75
CITMambaNet: Cross Modality Progressive Fusion ITMamba Network for PET‐CT Medical Image Segmentation	72
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	72
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	72
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	56
GRASP‐Net: Grouped Residual Convolution U‐Net With Attention Mechanism and Atrous Spatial Pyramid Pooling for Prostate Zone Segmentation Using MR Images	55
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	53
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	51
A lightweight deep learning model for retinal optical coherence tomography image classification	47
Polyp segmentation network based on lightweight model and reverse attention mechanisms	45
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	44
Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	44
A dual channel and spatial attention network for automatic spine segmentation of MRI images	40
An efficient deep learning algorithm for the segmentation of cardiac ventricles	35
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A novel automated depression detection technique using text transcript	32
Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer	31
Issue Information	30
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Issue Information	30
Retraction: Optimal brain tumor diagnosis based on deep learning and balanced sparrow search algorithm	28
Microaneurysm Detection With Multiscale Attention and Trident RPN	28
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	28

Empowering ultrasound image filtering precision by reducing speckles and preserving edge cues	28
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	27
Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	27
TPA‐Seg: Multi‐Class Nucleus Segmentation Using Text Prompts and Cross‐Attention	24
Squeeze and multi‐context attention for polyp segmentation	24
GSCCANet: Dual Decoder Network Fusing Edge Focus and Global Channel Attention for Precise Segmentation of Colonic Polyps	24
A Novel Framework for Lung Disease Classification Using Multiscale Convolutional Neural Networks With an Integrated Dynamic Attention Mechanism	24
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	24
OPFSS: A Few‐Shot Medical Image Segmentation Algorithm Based on Optimized Pseudo‐Annotations and Self‐Attention	23
Tensor‐Based Weber Feature Representation of Brain CT Images for the Automated Classification of Ischemic Stroke	23
Two‐dimensional medical image segmentation based on U‐shaped structure	21
Performance analysis of various denoising filters on intravascular ultrasound coronary artery images	21
VMC‐UNet: A Vision Mamba‐CNN U‐Net for Tumor Segmentation in Breast Ultrasound Image	21
A joint autoencoder and classifier deep neural network for AD and MCI classification	21
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	21
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	20
Development and validation of an artificial intelligence software for periodontal bone loss in panoramic imaging	20
SSANet—Novel Residual Network for Computer‐Aided Diagnosis of Pulmonary Nodules in Chest Computed Tomography	20
An automatic gastric polyp detection technique using deep learning	20
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	19
Multi‐level deep learning based lung cancer classifier for classification based on tumour‐node‐metastasis approach	18
An automatic measurement method for ankle key angles based on point cloud segmentation network	18
A modified contrast source inversion method for microwave tomographic imaging of Debye dispersive media	18
Rapid Early Screening for Lymphedema Using Kinect	18
Deep Depthwise Residual Network for Knee Meniscus Segmentation From Magnetic Resonance Imaging	18
Enhanced ECG Signal Classification Using Multi‐Branch Convolutions and Mamba Blocks With State‐Space Models	17
IGF ‐ CNN : An Optimized Deep Learning Model for Covid‐19 Classification	17
SABOS‐Net: Self‐supervised attention based network for automatic organ segmentation of head and neck CT images	16
Preparing a successful Special Issue proposal	16
Distributed autoencoder classifier network for small‐scale and scattered COVID‐19 dataset classification	16
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Federated learning‐based colorectal cancer classification by convolutional neural networks and general visual representation learning	16
Ventricular segmentation and modeling using topological watershed transformation and harmonic state model	16
Embedded System‐Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model	16
HPKNN: Hyper‐parameter optimized KNN classifier for classification of poikilocytosis	15
Correction to “Multi‐Branch Sustainable Convolutional Neural Network for Disease Classification”	15
Identification of biological markers in cancer disease using explainable artificial intelligence	15
A Novel Network With Spectrum Transformer and Triplet Attention for CT Image Segmentation	15
Automated Segmentation of Brain Gliomas in Multimodal MRI Data	15
Cover Image	15
Efficient multiscale spatial attention3Dabdominal multiorgan segmentation model	15
Issue Information	15
Using normalized echo state network to detect abnormal ECG patterns	14
SF Net: A Pyramid‐Based Feature Fusion Convolutional Neural Network With Embedded Squeeze‐and‐Excitation Mechanism for Retinal OCT Image Classification	14
Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model	14
A CNN transfer learning‐based approach for segmentation and classification of brain stroke from noncontrast CT images	14
Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features	14
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm	14
Issue Information	14
Automated differentiation of skin melanocytes from keratinocytes in high‐resolution histopathology images using a weakly‐supervised deep‐learning framework	14

A Hybrid Deep Spatiotemporal Attention‐Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals	13
Issue Information	13
Application of SVM Based on Optimization of Newton Raphson's Algorithm in Non‐Invasive Blood Glucose Detection	13
Sleep disorder identification using wavelet scattering on ECG signals	13
Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images	13
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Feature Subspace Projection Knowledge Distillation for Medical Image Segmentation	13
Advanced Image Enhancement and a Lightweight Feature Pyramid Network for Detecting Microaneurysms in Diabetic Retinopathy Screening	13
Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets	13
A Structure‐Preserving Denoising Diffusion Model for AV45 PET Quantification Without MRI in Alzheimer's Disease Diagnosis	13
Issue Information	13
An affinity propagated clustering aided computerized Inherent Seeded Region Growing and Deep learned Marching Cubes Algorithm (ISRG‐DMCA) based three dimensional image reconstruction approa	12
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An Explainable AI for Blood Image Classification With Dynamic CNN Model Selection Framework	12
An optimal system for increasing the contrast resolution qualities of histopathology images in the wavelet domain	12
A deep learning‐basedx‐rayimaging diagnosis system for classification of tuberculosis,COVID‐19, and pneumonia traits using evolutionary algorithm	12
A method to measure data complexity of a complicated medical data set	12
Mistral in Radiology: AI ‐Powered Classification of Normal and Abnormal Reports	12
Denoising smooth‐detail representation of MRI‐SPECT fusion	12
Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi‐Center Setting	12
Multiscale attention network for retinal vein occlusion classification with multicolor image	11
A deep conventional neural network model for glioma tumor segmentation	11
Towards Efficient Brain Tumor Segmentation via a Transformer‐Driven 3D U‐Net	11
A Dynamic Multi‐Output Convolutional Neural Network for Skin Lesion Classification	11
Medical image contrast enhancement based on improved sparrow search algorithm	11
Detection of liver abnormalities—A new paradigm in medical image processing and classification techniques	11
A Novel Edge‐Enhanced Networks for Optic Disc and Optic Cup Segmentation	10
An AG‐RetinaNet for Embryonic Blastomeres Detection and Counting	10
Multimodal Connectivity‐Guided Glioma Segmentation From Magnetic Resonance Images via Cascaded 3D Residual U‐Net	10
An interpretable deep learning Bayesian optimized random forest framework for the diagnosis of Parkinson's disease in structural magnetic resonance images	10
An intelligent fuzzy inference rule‐based expert recommendation system for predictive diabetes diagnosis	10
An effective detection of COVID‐19 using adaptive dual‐stage horse herd bidirectional long short‐term memory framework	10
PC‐SNet for automated detection of prostate cancer in multiparametric‐magnetic resonance imaging	10
Automated diagnosis of COVID stages using texture‐based Gabor features in variational mode decomposition from CT images	10
Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion	9
C‐TUnet: A CNN‐Transformer Architecture‐Based Ultrasound Breast Image Classification Network	9
Non‐Invasive Prediction of Axillary Lymph Node Metastasis in Breast Cancer Using Combined Clinical, Radiomics, and Deep Learning Features	9
Structural biomarker‐based Alzheimer's disease detection via ensemble learning techniques	9
ARCNet: Adaptive Reconstruction‐Driven Cascaded Network for Deformable Registration of Images With Pathologies	9
MT‐BAAN: Multi‐View Topological Bilinear Aggregation Attention Network Model for Alzheimer's Disease Diagnosis	9
Segmentation of Brain Tumor Resections in Intraoperative 3D Ultrasound Images Using a Semisupervised Cross nnSU‐Net	9
A region of interest focused Triple UNet architecture for skin lesion segmentation	9
An efficient quantification of COVID‐19 in chest CT images with improved semantic segmentation using U‐Net deep structure	9
Histopathological carcinoma classification using parallel, cross‐concatenated and grouped convolutions deep neural network	9
Image processing and machine learning‐based bone fracture detection and classification using X‐ray images	9
Breaking Barriers in Cancer Diagnosis: Super‐Light Compact Convolution Transformer for Colon and Lung Cancer Detection	9
Neuromuscular disease detection based on feature extraction from time–frequency images of EMG signals employing robust hyperbolic Stockwell transform	9
Pneumonia Image Classification Based on Lightweight Mobile ViT Networks	8
Issue Information	8
Advancing Computer‐Assisted Diabetic Retinopathy Grading: A Super Learner Ensemble Technique for Fundus Imagery	8
Predicting the Early Detection of Breast Cancer Using Hybrid Machine Learning Systems and Thermographic Imaging	8
Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours	8
Efficient spine segmentation network based on multi‐scale feature extraction and multi‐dimensional spatial attention	8
A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images	8
Issue Information	8
Attention augmented residual autoencoder for efficient polyp segmentation	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
Optimize Neural Fuzzy Systems for High‐Dimensional Breast Cancer Data Analysis: A Deep Learning Approach	8
Machine Learning Framework for Classification of COVID ‐19 Variants Using K‐mer Based DNA Sequenci	8
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A Metaheuristic‐Based Conductivity Distribution Optimization Method for Accurate Imaging in Electrical Impedance Tomography	8
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	8
Comprehensive Multitask Ensemble Segmentation and Clinical Interpretation of Pancreatic and Peripancreatic Anatomy With Radiomics and Deep Learning Features	8
Assessment of magnetic resonance imaging and histopathological changes in chordoid glioma: A retrospective analysis of 13 cases	8
Colour‐based segmentation using FCM and K‐means clustering for 3D thyroid gland state image classification using deep convolutional neural network structure	8
Multi‐Class Classification of Diabetic Retinopathy Diseases From Fundus Images Using Criss‐Cross Attention Based Deep Residual Squeeze and Excitation Assisted Vision Transformer Model	8
Effect of physical exercise and noninvasive brain stimulation on cognition and dementia of elderly people with frailty: A randomized study	8
Real‐time coloring method of laser surgery video based on generative adversarial network	7
Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	7
Multiscale Feature Fusion Booster Network for Segmentation of Colorectal Polyp	7
Fusing feature and output space for unsupervised domain adaptation on medical image segmentation	7
GLRP: Global and local contrastive learning based on relative position for medical image segmentation on cardiac MRI	7
Recognizing of Vocal Fold Disorders From High Speed Video: Use of Spatio‐Temporal Deep Neural Networks	7
Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	7
A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer	7
Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learning	7
Machine learning based on automated breast volume scanner (ABVS) radiomics for differential diagnosis of benign and malignant BI‐RADS 4 lesions	7
Discriminative Consistency Semi‐Supervised Carotid Ultrasound Plaque Segmentation by Exploiting Global Context	7
Diagnose Like a Doctor: A Vision‐Guided Global–Local Fusion Network for Chest Disease Diagnosis	7
Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification	7

A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	7
Application program interface for automatic segmentation of retinal layers and fluids in Optical Coherence Tomography ‐ Neovascular Age related Macular degeneration retinal images using dee	7
CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion	7
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	7
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	6
Interactive CNN and Transformer‐Based Cross‐Attention Fusion Network for Medical Image Classification	6
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	6
Systematic study and design of multimodal MRI image augmentation for brain tumor detection with loss aware exchange and residual networks	6
SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images	6
A Novel Transfer Learning Approach for Skin Cancer Classification on ISIC 2024 3D Total Body Photographs	6
Enhancing Lung Cancer Screening With an Automated Deep Learning System: A Resource‐Efficient Approach	6
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	6
A Hybrid Deep Learning Approach for Enhanced Classification of Lung Pathologies From Chest X‐Ray	6
AlexNet‐NDTL: Classification of MRI brain tumor images using modified AlexNet with deep transfer learning and Lipschitz‐based data augmentation	6
TAU‐EffNetB7: A Novel Triple Attention U‐Net Approach Using EfficientNetB7 for Enhanced Polyp Segmentation	6
Cover Image	6
BATU: A Workflow for Multi‐Network Ensemble Learning in Cross‐Dataset Generalization of Skin Lesion Analysis	6
An Enhanced Double‐Unet Segmentation Framework for the Early Detection of Diabetic Retinopathy	6
Improving Stroke Segmentation and Classification Performance Using a Goal‐Oriented Deep Learning Framework	6
Constructing brain functional networks with adaptive manifold regularization for early mild cognitive impairment	6
Adaptive Binary Focal Loss: Enhancing Radiograph Image Classification With Balanced Specificity and Sensitivity	6
A Lightweight Statistical Multi‐Feature Adaptive Attention Network for Dermoscopic Image Segmentation	6
MaFMatch : Semi‐Supervised Medical Image Segmentation Network Based on Mixed Data and Feature Augmentation	6
Improved GAN for image resolution enhancement using ViT for breast cancer detection	6
Multi‐planar 3D knee MRI segmentation via UNet inspired architectures	6
Comprehensive Experimentation of Pretrained Models on Slice‐Based Classification of Interstitial Lung Disease Patterns	6
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba‐Based Network for Registration Performance Enhancement	6
Deep learning based Glaucoma Network Classification (GNC) using retinal images	6
Lung lobe segmentation in computed tomography images based on multi‐feature fusion and ensemble learning framework	6
Intelligent MRI diagnosis of neurological alterations in infants from 4 to 12 months	6
A new medical image enhancement algorithm using adaptive parameters	6
Application of MLEM ‐ TV Algorithm in Diffuse Correlation Tomography Blood Flow Imaging	6
A Review of Deep Learning for Respiratory Motion Tracking in 2D and 3D Ultrasound Sequences for Im	6
ORYX‐MRSI: A fully‐automated open‐source software for proton magnetic resonance spectroscopic imaging data analysis	6
MAUNet: Polyp segmentation network based on multiscale feature fusion of attention U‐shaped network structure	6
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HCN: Hybrid Capsule Network for Fetal Plane Classification in Ultrasound Images	6
Deep learning approach for brain tumor classification using metaheuristic optimization with gene expression data	5
Novel Model of Medical CT Image Segmentation Based on GANs With Residual Neural Networks	5
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CBAM Attention Gate‐Based Lightweight Deep Neural Network Model for Improved Retinal Vessel Segmentation	5
Hybrid Wavelet‐Deep Learning Framework for Fluorescence Microscopy Images Enhancement	5
Multimodal MRI‐Based Glioma Segmentation and MGMT Promoter Methylation Status Prediction Using Multitask Learning Architecture	5
Federated Transfer Learning for Lung Disease Detection	5
Total variation‐based ultrasound image despeckling using method noise thresholding in non‐subsampled contourlet transform	5
A Novel Deep Learning Model Based Cancerous Lung Nodules Severity Grading Framework Using CT Images	5
CAS‐GAN: A Novel Generative Adversarial Network‐Based Architecture for Coronary Artery Segmentation	5
CS U‐NET: A Medical Image Segmentation Method Integrating Spatial and Contextual Attention Mechanisms Based on U‐NET	5
Deep Learning and Handcrafted Features for Thyroid Nodule Classification	5
Dual‐Path Multi‐Scale CNN for Precise Classification of Non‐Small Cell Lung Cancer	5
NIR‐II Fluorescence Image Translation via Latent Space Disentanglement	5
Robust nuclei segmentation with encoder‐decoder network from the histopathological images	5
Improved Brain Tumor Segmentation With SegFormer : A Transformer‐Based Architecture for Cross‐Dataset Generalization	5
Efficient‐Residual Net—A Hybrid Neural Network for Automated Brain Tumor Detection	5
Categorization of breast masses based on deep belief network parameters optimized using chaotic krill herd optimization algorithm for frequent diagnosis of breast abnormalities	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
BCUIS‐Net: A breast cancer ultrasound image segmentation network via boundary‐aware and shape feature fusion	5
ESFCU‐Net: A Lightweight Hybrid Architecture Incorporating Self‐Attention and Edge Enhancement Mechanisms for Enhanced Polyp Image Segmentation	5
Multiscale Dynamic Attention Framework for Skin Lesion Segmentation and Classification	5
GLAN: Global Local Attention Network for Thoracic Disease Classification to Enhance Heart Failure Diagnosis	5
Using a convolutional neural network model to derive imaging landmarks for lumbar spine numbering on axial magnetic resonance images	5
FPUNet: A Multi‐Level Residual Fractional Domain Transformer Network for Ischemic Stroke Image Segmentation	5
YOLOv5 based detector for eight different urine particles components on single board computer	5
Unsupervised Domain Adaptation for Simultaneous Segmentation and Classification of the Retinal Arteries and Veins	5
Enhanced BoxInst for Weakly Supervised Liver Tumor Instance Segmentation in CT Images	5
Data imputation in deep neural network to enhance breast cancer detection	5
Integrating Cross‐Scale Attention With Atrous Spatial Pyramid Pooling for Accurate Optic Disc and Cup Segmentation	5
XCapsNet: A deep neural network for automated detection of diabetic retinopathy	5
Multi‐branch sustainable convolutional neural network for disease classification	5
EDenseNetViT: Leveraging Ensemble Vision Transform Integrated Transfer Learning for Advanced Differentiation and Severity Scoring of Tuberculosis	5
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Detection of Plus Disease in Retinopathy of Prematurity Using Deep Learning Models: Evaluating Vision Transformers and ResNet Architectures	5
Issue Information	5