International Journal of Imaging Systems and Technology

Article	Citations
Issue Information	101
	73
Modified Transformer‐Based Pixel Segmentation for Breast Tumor Detection	72
An efficient deep learning algorithm for the segmentation of cardiac ventricles	71
Pixel by Pixel Semantic Segmentation Approach on WSI Images for Gastric Gland Segmentation and Gastric Cancer Grade Classification Using MLP‐XAI Model	70
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	69
Design of rectangular coaxial slot antenna for ultra‐high‐field magnetic resonance imaging	55
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	54
Polyp segmentation network based on lightweight model and reverse attention mechanisms	49
CITMambaNet: Cross Modality Progressive Fusion ITMamba Network for PET‐CT Medical Image Segmentation	49
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	45
GRASP‐Net: Grouped Residual Convolution U‐Net With Attention Mechanism and Atrous Spatial Pyramid Pooling for Prostate Zone Segmentation Using MR Images	44
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	44
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	41
A lightweight deep learning model for retinal optical coherence tomography image classification	40
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	33
A dual channel and spatial attention network for automatic spine segmentation of MRI images	32
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
Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	30
Issue Information	28
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Microaneurysm Detection With Multiscale Attention and Trident RPN	27
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	26

Retraction: Optimal brain tumor diagnosis based on deep learning and balanced sparrow search algorithm	26
Empowering ultrasound image filtering precision by reducing speckles and preserving edge cues	26
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	25
Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	24
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	24
A Novel Framework for Lung Disease Classification Using Multiscale Convolutional Neural Networks With an Integrated Dynamic Attention Mechanism	23
TPA‐Seg: Multi‐Class Nucleus Segmentation Using Text Prompts and Cross‐Attention	22
GSCCANet: Dual Decoder Network Fusing Edge Focus and Global Channel Attention for Precise Segmentation of Colonic Polyps	22
Tensor‐Based Weber Feature Representation of Brain CT Images for the Automated Classification of Ischemic Stroke	21
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	21
Performance analysis of various denoising filters on intravascular ultrasound coronary artery images	21
OPFSS: A Few‐Shot Medical Image Segmentation Algorithm Based on Optimized Pseudo‐Annotations and Self‐Attention	21
Squeeze and multi‐context attention for polyp segmentation	20
Two‐dimensional medical image segmentation based on U‐shaped structure	20
A joint autoencoder and classifier deep neural network for AD and MCI classification	20
VMC‐UNet: A Vision Mamba‐CNN U‐Net for Tumor Segmentation in Breast Ultrasound Image	19
An automatic gastric polyp detection technique using deep learning	19
SSANet—Novel Residual Network for Computer‐Aided Diagnosis of Pulmonary Nodules in Chest Computed Tomography	18
Rapid Early Screening for Lymphedema Using Kinect	18
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	18
A modified contrast source inversion method for microwave tomographic imaging of Debye dispersive media	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
Enhanced ECG Signal Classification Using Multi‐Branch Convolutions and Mamba Blocks With State‐Space Models	18
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	18
An automatic measurement method for ankle key angles based on point cloud segmentation network	17
Multi‐level deep learning based lung cancer classifier for classification based on tumour‐node‐metastasis approach	17
Preparing a successful Special Issue proposal	16
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Deep Depthwise Residual Network for Knee Meniscus Segmentation From Magnetic Resonance Imaging	16
IGF ‐ CNN : An Optimized Deep Learning Model for Covid‐19 Classification	16
Advanced Image Enhancement and a Lightweight Feature Pyramid Network for Detecting Microaneurysms in Diabetic Retinopathy Screening	15
Issue Information	15
Ventricular segmentation and modeling using topological watershed transformation and harmonic state model	15
Efficient multiscale spatial attention3Dabdominal multiorgan segmentation model	15
Taylor series‐based deep belief network for automatic classification of diabetic retinopathy using retinal fundus images	15
A CNN transfer learning‐based approach for segmentation and classification of brain stroke from noncontrast CT images	15
Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model	15
Using normalized echo state network to detect abnormal ECG patterns	15
SF Net: A Pyramid‐Based Feature Fusion Convolutional Neural Network With Embedded Squeeze‐and‐Excitation Mechanism for Retinal OCT Image Classification	15
Distributed autoencoder classifier network for small‐scale and scattered COVID‐19 dataset classification	15
Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images	14
Correction to “Multi‐Branch Sustainable Convolutional Neural Network for Disease Classification”	14
Identification of biological markers in cancer disease using explainable artificial intelligence	14
Cover Image	14
Automated differentiation of skin melanocytes from keratinocytes in high‐resolution histopathology images using a weakly‐supervised deep‐learning framework	14
Issue Information	14
Automated Segmentation of Brain Gliomas in Multimodal MRI Data	14
Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features	14
A Hybrid Deep Spatiotemporal Attention‐Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals	13

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Issue Information	13
HPKNN: Hyper‐parameter optimized KNN classifier for classification of poikilocytosis	13
A Novel Network With Spectrum Transformer and Triplet Attention for CT Image Segmentation	13
Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets	13
SABOS‐Net: Self‐supervised attention based network for automatic organ segmentation of head and neck CT images	13
Sleep disorder identification using wavelet scattering on ECG signals	13
Federated learning‐based colorectal cancer classification by convolutional neural networks and general visual representation learning	13
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm	13
Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi‐Center Setting	12
Application of SVM Based on Optimization of Newton Raphson's Algorithm in Non‐Invasive Blood Glucose Detection	12
Denoising smooth‐detail representation of MRI‐SPECT fusion	12
Feature Subspace Projection Knowledge Distillation for Medical Image Segmentation	12
An Explainable AI for Blood Image Classification With Dynamic CNN Model Selection Framework	12
A Structure‐Preserving Denoising Diffusion Model for AV45 PET Quantification Without MRI in Alzheimer's Disease Diagnosis	12
An optimal system for increasing the contrast resolution qualities of histopathology images in the wavelet domain	12
Issue Information	12
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
A Dynamic Multi‐Output Convolutional Neural Network for Skin Lesion Classification	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 method to measure data complexity of a complicated medical data set	11
Multiscale attention network for retinal vein occlusion classification with multicolor image	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
An intelligent fuzzy inference rule‐based expert recommendation system for predictive diabetes diagnosis	11
Automated diagnosis of COVID stages using texture‐based Gabor features in variational mode decomposition from CT images	11
PC‐SNet for automated detection of prostate cancer in multiparametric‐magnetic resonance imaging	10
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Multimodal Connectivity‐Guided Glioma Segmentation From Magnetic Resonance Images via Cascaded 3D Residual U‐Net	10
An AG‐RetinaNet for Embryonic Blastomeres Detection and Counting	10
Mistral in Radiology: AI ‐Powered Classification of Normal and Abnormal Reports	10
A Novel Edge‐Enhanced Networks for Optic Disc and Optic Cup Segmentation	10
A deep learning‐basedx‐rayimaging diagnosis system for classification of tuberculosis,COVID‐19, and pneumonia traits using evolutionary algorithm	10
An interpretable deep learning Bayesian optimized random forest framework for the diagnosis of Parkinson's disease in structural magnetic resonance images	10
A region of interest focused Triple UNet architecture for skin lesion segmentation	10
Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion	9
ARCNet: Adaptive Reconstruction‐Driven Cascaded Network for Deformable Registration of Images With Pathologies	9
Breaking Barriers in Cancer Diagnosis: Super‐Light Compact Convolution Transformer for Colon and Lung Cancer Detection	9
An effective detection of COVID‐19 using adaptive dual‐stage horse herd bidirectional long short‐term memory framework	9
MT‐BAAN: Multi‐View Topological Bilinear Aggregation Attention Network Model for Alzheimer's Disease Diagnosis	9
A hybrid feature fusion strategy for early fusion and majority voting for late fusion towards melanocytic skin lesion detection	9
Structural biomarker‐based Alzheimer's disease detection via ensemble learning techniques	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
C‐TUnet: A CNN‐Transformer Architecture‐Based Ultrasound Breast Image Classification Network	9
Neuromuscular disease detection based on feature extraction from time–frequency images of EMG signals employing robust hyperbolic Stockwell transform	9
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
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	8
Non‐Invasive Prediction of Axillary Lymph Node Metastasis in Breast Cancer Using Combined Clinical, Radiomics, and Deep Learning Features	8
Attention augmented residual autoencoder for efficient polyp segmentation	8
Assessment of magnetic resonance imaging and histopathological changes in chordoid glioma: A retrospective analysis of 13 cases	8
Optimize Neural Fuzzy Systems for High‐Dimensional Breast Cancer Data Analysis: A Deep Learning Approach	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
Pneumonia Image Classification Based on Lightweight Mobile ViT Networks	8
Issue Information	8
Effect of physical exercise and noninvasive brain stimulation on cognition and dementia of elderly people with frailty: A randomized study	8
Segmentation of Brain Tumor Resections in Intraoperative 3D Ultrasound Images Using a Semisupervised Cross nnSU‐Net	8
A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	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
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
Image processing and machine learning‐based bone fracture detection and classification using X‐ray images	8
Issue Information	8
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Predicting the Early Detection of Breast Cancer Using Hybrid Machine Learning Systems and Thermographic Imaging	8
Colour‐based segmentation using FCM and K‐means clustering for 3D thyroid gland state image classification using deep convolutional neural network structure	8
Multiscale Feature Fusion Booster Network for Segmentation of Colorectal Polyp	7
A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer	7
Machine learning based on automated breast volume scanner (ABVS) radiomics for differential diagnosis of benign and malignant BI‐RADS 4 lesions	7
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba‐Based Network for Registration Performance Enhancement	7
Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification	7
Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learning	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
Real‐time coloring method of laser surgery video based on generative adversarial network	7
Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	7
Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	7

Diagnose Like a Doctor: A Vision‐Guided Global–Local Fusion Network for Chest Disease Diagnosis	7
Discriminative Consistency Semi‐Supervised Carotid Ultrasound Plaque Segmentation by Exploiting Global Context	7
Machine Learning Framework for Classification of COVID ‐19 Variants Using K‐mer Based DNA Sequenci	7
SOCR‐YOLO: Small Objects Detection Algorithm in Medical 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
Constructing brain functional networks with adaptive manifold regularization for early mild cognitive impairment	6
MAUNet: Polyp segmentation network based on multiscale feature fusion of attention U‐shaped network structure	6
Dual‐Path Multi‐Scale CNN for Precise Classification of Non‐Small Cell Lung Cancer	6
Deep learning approach for brain tumor classification using metaheuristic optimization with gene expression data	6
NIR‐II Fluorescence Image Translation via Latent Space Disentanglement	6
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Deep learning based Glaucoma Network Classification (GNC) using retinal images	6
A new medical image enhancement algorithm using adaptive parameters	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
A Lightweight Statistical Multi‐Feature Adaptive Attention Network for Dermoscopic Image Segmentation	6
Improving Stroke Segmentation and Classification Performance Using a Goal‐Oriented Deep Learning Framework	6
BATU: A Workflow for Multi‐Network Ensemble Learning in Cross‐Dataset Generalization of Skin Lesion Analysis	6
Interactive CNN and Transformer‐Based Cross‐Attention Fusion Network for Medical Image Classification	6
Multi‐planar 3D knee MRI segmentation via UNet inspired architectures	6
Deep Learning and Handcrafted Features for Thyroid Nodule Classification	6
FPUNet: A Multi‐Level Residual Fractional Domain Transformer Network for Ischemic Stroke Image Segmentation	6
Pathological categorization of lung carcinoma from multimodality images using convolutional neural networks	6
Unsupervised Domain Adaptation for Simultaneous Segmentation and Classification of the Retinal Arteries and Veins	6
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	6
ORYX‐MRSI: A fully‐automated open‐source software for proton magnetic resonance spectroscopic imaging data analysis	6
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	6
CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion	6
Recognizing of Vocal Fold Disorders From High Speed Video: Use of Spatio‐Temporal Deep Neural Networks	6
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	6
An Enhanced Double‐Unet Segmentation Framework for the Early Detection of Diabetic Retinopathy	6
Improved GAN for image resolution enhancement using ViT for breast cancer detection	6
Comprehensive Experimentation of Pretrained Models on Slice‐Based Classification of Interstitial Lung Disease Patterns	6
HCN: Hybrid Capsule Network for Fetal Plane Classification in Ultrasound Images	6
Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid‐based deep models	6
Novel Model of Medical CT Image Segmentation Based on GANs With Residual Neural Networks	6
Systematic study and design of multimodal MRI image augmentation for brain tumor detection with loss aware exchange and residual networks	6
Cover Image	6
TAU‐EffNetB7: A Novel Triple Attention U‐Net Approach Using EfficientNetB7 for Enhanced Polyp Segmentation	6
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	6
Multi‐branch sustainable convolutional neural network for disease classification	5
A Review of Deep Learning for Respiratory Motion Tracking in 2D and 3D Ultrasound Sequences for Im	5
GLAN: Global Local Attention Network for Thoracic Disease Classification to Enhance Heart Failure Diagnosis	5
An improved semantic segmentation for breast lesion from dynamic contrast enhanced MRI images using deep learning	5
Total variation‐based ultrasound image despeckling using method noise thresholding in non‐subsampled contourlet transform	5
BCUIS‐Net: A breast cancer ultrasound image segmentation network via boundary‐aware and shape feature fusion	5
CAS‐GAN: A Novel Generative Adversarial Network‐Based Architecture for Coronary Artery Segmentation	5
XCapsNet: A deep neural network for automated detection of diabetic retinopathy	5
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AlexNet‐NDTL: Classification of MRI brain tumor images using modified AlexNet with deep transfer learning and Lipschitz‐based data augmentation	5
Enhancing Lung Cancer Screening With an Automated Deep Learning System: A Resource‐Efficient Approach	5
Adaptive Binary Focal Loss: Enhancing Radiograph Image Classification With Balanced Specificity and Sensitivity	5
ESFCU‐Net: A Lightweight Hybrid Architecture Incorporating Self‐Attention and Edge Enhancement Mechanisms for Enhanced Polyp Image Segmentation	5
Improved Brain Tumor Segmentation With SegFormer : A Transformer‐Based Architecture for Cross‐Dataset Generalization	5
Robust nuclei segmentation with encoder‐decoder network from the histopathological images	5
YOLOv5 based detector for eight different urine particles components on single board computer	5
A Novel Transfer Learning Approach for Skin Cancer Classification on ISIC 2024 3D Total Body Photographs	5
Using a convolutional neural network model to derive imaging landmarks for lumbar spine numbering on axial magnetic resonance images	5
MaFMatch : Semi‐Supervised Medical Image Segmentation Network Based on Mixed Data and Feature Augmentation	5
A Hybrid Deep Learning Approach for Enhanced Classification of Lung Pathologies From Chest X‐Ray	5
CS U‐NET: A Medical Image Segmentation Method Integrating Spatial and Contextual Attention Mechanisms Based on U‐NET	5
Detection of Plus Disease in Retinopathy of Prematurity Using Deep Learning Models: Evaluating Vision Transformers and ResNet Architectures	5
Multiscale Dynamic Attention Framework for Skin Lesion Segmentation and Classification	5
Integrating Cross‐Scale Attention With Atrous Spatial Pyramid Pooling for Accurate Optic Disc and Cup Segmentation	5
A Novel Deep Learning Model Based Cancerous Lung Nodules Severity Grading Framework Using CT Images	5
Issue Information	5