International Journal of Imaging Systems and Technology

Article	Citations
	84
Issue Information	70
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	68
Denoising of computed tomography using bilateral median based autoencoder network	66
Design of rectangular coaxial slot antenna for ultra‐high‐field magnetic resonance imaging	60
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	59
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	56
Polyp segmentation network based on lightweight model and reverse attention mechanisms	53
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	52
A lightweight deep learning model for retinal optical coherence tomography image classification	51
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	49
A dual channel and spatial attention network for automatic spine segmentation of MRI images	45
An efficient deep learning algorithm for the segmentation of cardiac ventricles	43
Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer	41
Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	41
A novel automated depression detection technique using text transcript	39
An ensemble model of convolution and recurrent neural network for skin disease classification	37
Feature‐versus deep learning‐based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study	36
CITMambaNet: Cross Modality Progressive Fusion ITMamba Network for PET‐CT Medical Image Segmentation	36
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	33
GRASP‐Net: Grouped Residual Convolution U‐Net With Attention Mechanism and Atrous Spatial Pyramid Pooling for Prostate Zone Segmentation Using MR Images	33
Issue Information	32
Issue Information	31
Microaneurysm Detection With Multiscale Attention and Trident RPN	31
Retraction: Optimal brain tumor diagnosis based on deep learning and balanced sparrow search algorithm	30

Squeeze and multi‐context attention for polyp segmentation	28
Performance analysis of various denoising filters on intravascular ultrasound coronary artery images	25
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	25
An automatic gastric polyp detection technique using deep learning	25
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	24
Empowering ultrasound image filtering precision by reducing speckles and preserving edge cues	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
Two‐dimensional medical image segmentation based on U‐shaped structure	22
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	22
Accelerated brain tumor dynamic contrast‐enhanced MRI using Adaptive Pharmaco‐Kinetic Model Constrained method	22
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	22
Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	22
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	21
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SSANet—Novel Residual Network for Computer‐Aided Diagnosis of Pulmonary Nodules in Chest Computed Tomography	21
A joint autoencoder and classifier deep neural network for AD and MCI classification	21
Multi‐level deep learning based lung cancer classifier for classification based on tumour‐node‐metastasis approach	20
An automatic measurement method for ankle key angles based on point cloud segmentation network	20
GSCCANet: Dual Decoder Network Fusing Edge Focus and Global Channel Attention for Precise Segmentation of Colonic Polyps	20
A modified contrast source inversion method for microwave tomographic imaging of Debye dispersive media	20
Deep Depthwise Residual Network for Knee Meniscus Segmentation From Magnetic Resonance Imaging	20
VMC‐UNet: A Vision Mamba‐CNN U‐Net for Tumor Segmentation in Breast Ultrasound Image	20
Estimation of Nonhomogeneous Noise in 2D Magnetic Resonance Imaging	20
Development and validation of an artificial intelligence software for periodontal bone loss in panoramic imaging	20
Enhanced ECG Signal Classification Using Multi‐Branch Convolutions and Mamba Blocks With State‐Space Models	19
Embedded System‐Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model	19
Rapid Early Screening for Lymphedema Using Kinect	19
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Issue Information	18
Sleep disorder identification using wavelet scattering on ECG signals	17
Cover Image	17
Correction to “Multi‐Branch Sustainable Convolutional Neural Network for Disease Classification”	17
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Preparing a successful Special Issue proposal	17
Ventricular segmentation and modeling using topological watershed transformation and harmonic state model	16
A Hybrid Deep Spatiotemporal Attention‐Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals	16
Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model	16
A CNN transfer learning‐based approach for segmentation and classification of brain stroke from noncontrast CT images	15
HPKNN: Hyper‐parameter optimized KNN classifier for classification of poikilocytosis	15
Using normalized echo state network to detect abnormal ECG patterns	15
Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features	15
Identification of biological markers in cancer disease using explainable artificial intelligence	14
Efficient multiscale spatial attention3Dabdominal multiorgan segmentation model	14
Extended and optimized deep convolutional neural network‐based lung tumor identification in big data	14
Distributed autoencoder classifier network for small‐scale and scattered COVID‐19 dataset classification	14
Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images	14
Learning domain transfer for unsupervised magnetic resonance imaging restoration and edge enhancement	14
Automated Segmentation of Brain Gliomas in Multimodal MRI Data	14
Taylor series‐based deep belief network for automatic classification of diabetic retinopathy using retinal fundus images	14
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm	13

Issue Information	13
An AG‐RetinaNet for Embryonic Blastomeres Detection and Counting	13
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SABOS‐Net: Self‐supervised attention based network for automatic organ segmentation of head and neck CT images	13
Advanced Image Enhancement and a Lightweight Feature Pyramid Network for Detecting Microaneurysms in Diabetic Retinopathy Screening	13
Detection of liver abnormalities—A new paradigm in medical image processing and classification techniques	13
Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets	13
Federated learning‐based colorectal cancer classification by convolutional neural networks and general visual representation learning	13
Issue Information	13
Automated differentiation of skin melanocytes from keratinocytes in high‐resolution histopathology images using a weakly‐supervised deep‐learning framework	13
Denoising smooth‐detail representation of MRI‐SPECT fusion	12
Automated assessment for Alzheimer's disease diagnosis from MRI images: Meta‐heuristic assisted deep learning model	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	12
A Dynamic Multi‐Output Convolutional Neural Network for Skin Lesion Classification	12
Research on data classification and feature fusion method of cancer nuclei image based on deep learning	12
Curvelet and fast marching method‐based technique for efficient artifact detection and removal in dermoscopic images	12
An intelligent fuzzy inference rule‐based expert recommendation system for predictive diabetes diagnosis	12
On the reproducibility of in vivo temporal signal‐to‐noise ratio and its utility as a predictor of subject‐level t‐values in a functional magnetic resonance imaging study	11
A deep conventional neural network model for glioma tumor segmentation	11
An optimal system for increasing the contrast resolution qualities of histopathology images in the wavelet domain	11
A method to measure data complexity of a complicated medical data set	11
Automated diagnosis of COVID stages using texture‐based Gabor features in variational mode decomposition from CT images	11
Multiscale attention network for retinal vein occlusion classification with multicolor image	11
PC‐SNet for automated detection of prostate cancer in multiparametric‐magnetic resonance imaging	11
Histopathological carcinoma classification using parallel, cross‐concatenated and grouped convolutions deep neural network	10
Medical image contrast enhancement based on improved sparrow search algorithm	10
Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi‐Center Setting	10
A Structure‐Preserving Denoising Diffusion Model for AV45 PET Quantification Without MRI in Alzheimer's Disease Diagnosis	10
C‐TUnet: A CNN‐Transformer Architecture‐Based Ultrasound Breast Image Classification Network	10
Genetic‐based adaptive momentum estimation for predicting mortality risk factors for COVID‐19 patients using deep learning	10
An efficient quantification of COVID‐19 in chest CT images with improved semantic segmentation using U‐Net deep structure	10
Application of SVM Based on Optimization of Newton Raphson's Algorithm in Non‐Invasive Blood Glucose Detection	10
An Explainable AI for Blood Image Classification With Dynamic CNN Model Selection Framework	10
MT‐BAAN: Multi‐View Topological Bilinear Aggregation Attention Network Model for Alzheimer's Disease Diagnosis	10
Neuromuscular disease detection based on feature extraction from time–frequency images of EMG signals employing robust hyperbolic Stockwell transform	10
Segmentation of Brain Tumor Resections in Intraoperative 3D Ultrasound Images Using a Semisupervised Cross nnSU‐Net	10
Deep learning based automated detection of intraretinal cystoid fluid	10
A deep learning‐basedx‐rayimaging diagnosis system for classification of tuberculosis,COVID‐19, and pneumonia traits using evolutionary algorithm	10
Feature Subspace Projection Knowledge Distillation for Medical Image Segmentation	10
Emotion identification by dynamic entropy and ensemble learning from electroencephalogram signals	10
GAN‐segNet: A deep generative adversarial segmentation network for brain tumor semantic segmentation	10
An effective detection of COVID‐19 using adaptive dual‐stage horse herd bidirectional long short‐term memory framework	9
Structural biomarker‐based Alzheimer's disease detection via ensemble learning techniques	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
A Novel Edge‐Enhanced Networks for Optic Disc and Optic Cup Segmentation	9
An interpretable deep learning Bayesian optimized random forest framework for the diagnosis of Parkinson's disease in structural magnetic resonance images	9
Breaking Barriers in Cancer Diagnosis: Super‐Light Compact Convolution Transformer for Colon and Lung Cancer Detection	9
A hybrid feature fusion strategy for early fusion and majority voting for late fusion towards melanocytic skin lesion detection	9
A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images	8
A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	8
Colour‐based segmentation using FCM and K‐means clustering for 3D thyroid gland state image classification using deep convolutional neural network structure	8
Issue Information	8
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	8
Efficient spine segmentation network based on multi‐scale feature extraction and multi‐dimensional spatial attention	8
Effect of physical exercise and noninvasive brain stimulation on cognition and dementia of elderly people with frailty: A randomized study	8
Optimize Neural Fuzzy Systems for High‐Dimensional Breast Cancer Data Analysis: A Deep Learning Approach	8
Attention augmented residual autoencoder for efficient polyp segmentation	8
Issue Information	8
Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learning	8
Cover Image	8
Assessment of magnetic resonance imaging and histopathological changes in chordoid glioma: A retrospective analysis of 13 cases	8
RETRACTED: Novel computer‐aided lung cancer detection based on convolutional neural network‐based and feature‐based classifiers using metaheuristics	8
Image processing and machine learning‐based bone fracture detection and classification using X‐ray images	8
Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours	8
Predicting the Early Detection of Breast Cancer Using Hybrid Machine Learning Systems and Thermographic Imaging	7
Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	7
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	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
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Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification	7
Fusing feature and output space for unsupervised domain adaptation on medical image 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
Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	7
A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer	7
Multiscale Feature Fusion Booster Network for Segmentation of Colorectal Polyp	7
Lung lobe segmentation in computed tomography images based on multi‐feature fusion and ensemble learning framework	7
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	7
Malignancy detection on mammograms by integrating modified convolutional neural network classifier and texture features	6

Multi‐planar 3D knee MRI segmentation via UNet inspired architectures	6
Deep learning based Glaucoma Network Classification (GNC) using retinal images	6
HCN: Hybrid Capsule Network for Fetal Plane Classification in Ultrasound Images	6
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	6
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	6
Machine learning based on automated breast volume scanner (ABVS) radiomics for differential diagnosis of benign and malignant BI‐RADS 4 lesions	6
Breast cancer histopathological image classification using attention high‐order deep network	6
Cover Image	6
COVSeg‐NET: A deep convolution neural network for COVID‐19 lung CT image segmentation	6
ORYX‐MRSI: A fully‐automated open‐source software for proton magnetic resonance spectroscopic imaging data analysis	6
Systematic study and design of multimodal MRI image augmentation for brain tumor detection with loss aware exchange and residual networks	6
Deep Learning and Handcrafted Features for Thyroid Nodule Classification	6
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba‐Based Network for Registration Performance Enhancement	6
Detection of lung tumor using dual tree complex wavelet transform and co‐active adaptive neuro fuzzy inference system classification approach	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
NIR‐II Fluorescence Image Translation via Latent Space Disentanglement	6
Constructing brain functional networks with adaptive manifold regularization for early mild cognitive impairment	6
Intelligent MRI diagnosis of neurological alterations in infants from 4 to 12 months	6
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Discriminative Consistency Semi‐Supervised Carotid Ultrasound Plaque Segmentation by Exploiting Global Context	6
A new medical image enhancement algorithm using adaptive parameters	6
SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images	6
Transfer learning‐based platform for detecting multi‐classification retinal disorders using optical coherence tomography images	6
GLAN: Global Local Attention Network for Thoracic Disease Classification to Enhance Heart Failure Diagnosis	5
Whole slide cervical image classification based on convolutional neural network and random forest	5
Multi‐branch sustainable convolutional neural network for disease classification	5
ESFCU‐Net: A Lightweight Hybrid Architecture Incorporating Self‐Attention and Edge Enhancement Mechanisms for Enhanced Polyp Image Segmentation	5
CAS‐GAN: A Novel Generative Adversarial Network‐Based Architecture for Coronary Artery Segmentation	5
Detecting brain tumors using deep learning convolutional neural network with transfer learning approach	5
An Enhanced Double‐Unet Segmentation Framework for the Early Detection of Diabetic Retinopathy	5
Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid‐based deep models	5
Approaches to preclinical studies with heterogeneous breast phantom using reconstruction and three‐dimensional image processing algorithms for diffuse optical imaging	5
Improved GAN for image resolution enhancement using ViT for breast cancer detection	5
Issue Information	5
An efficient multiclass classifier for classification of Alzheimer's disease/mild cognitive impairment/Normal subjects	5
XCapsNet: A deep neural network for automated detection of diabetic retinopathy	5
CBAM Attention Gate‐Based Lightweight Deep Neural Network Model for Improved Retinal Vessel Segmentation	5
Using a convolutional neural network model to derive imaging landmarks for lumbar spine numbering on axial magnetic resonance images	5
Deep learning approach for brain tumor classification using metaheuristic optimization with gene expression data	5
FPUNet: A Multi‐Level Residual Fractional Domain Transformer Network for Ischemic Stroke Image Segmentation	5
Unsupervised Domain Adaptation for Simultaneous Segmentation and Classification of the Retinal Arteries and Veins	5
A novel and efficient deep learning approach for COVID‐19 detection using X‐ray imaging modality	5
Novel Model of Medical CT Image Segmentation Based on GANs With Residual Neural Networks	5
Dual‐Path Multi‐Scale CNN for Precise Classification of Non‐Small Cell Lung Cancer	5
YOLOv5 based detector for eight different urine particles components on single board computer	5
BCUIS‐Net: A breast cancer ultrasound image segmentation network via boundary‐aware and shape feature fusion	5
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Interactive CNN and Transformer‐Based Cross‐Attention Fusion Network for Medical Image Classification	5
AlexNet‐NDTL: Classification of MRI brain tumor images using modified AlexNet with deep transfer learning and Lipschitz‐based data augmentation	5
MAUNet: Polyp segmentation network based on multiscale feature fusion of attention U‐shaped network structure	5
A Novel Transfer Learning Approach for Skin Cancer Classification on ISIC 2024 3D Total Body Photographs	5
Data imputation in deep neural network to enhance breast cancer detection	4
Dual‐branch feature extraction network combined with Transformer and CNN for polyp segmentation	4
ResTrans‐Unet: A Residual‐Aware Transformer‐Based Approach to Medical Image Segmentation	4
An improved invasive weed optimization enabled Shepard convolutional neural network for classification of breast cancer	4
Issue Information	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
Enhanced BoxInst for Weakly Supervised Liver Tumor Instance Segmentation in CT Images	4
Accurate and fast extraction of adhesive cells based on concave points detection and matching	4
HeCapsNet: An enhanced capsule network for automated heel disease diagnosis using lateral foot X‐Ray images	4
Privacy preserved collaborative transfer learning model with heterogeneous distributed data for brain tumor classification	4
SAtUNet: Series atrous convolution enhanced U‐Net for lung nodule segmentation	4
Hybrid Wavelet‐Deep Learning Framework for Fluorescence Microscopy Images Enhancement	4
Total variation‐based ultrasound image despeckling using method noise thresholding in non‐subsampled contourlet transform	4
Early cervical cancer diagnosis using Sooty tern‐optimized CNN‐LSTM classifier	4
Uncertainty‐guided self‐ensembling model for semi‐supervised segmentation of multiclass retinal fluid in optical coherence tomography images	4
A Hybrid Deep Learning Framework Using Scaling‐Basis Chirplet Transform for Motor Imagery EEG Recognition in Brain–Computer Interface Applications	4
Issue Information	4
An alternative approach for determining the cholesterol level: Iris analysis	4
Machine Learning Assisted Differential Diagnosis of Pulmonary Nodules Based on 3D Images Reconstructed From CT Scans	4
Diagnosing of Parkinson's disease based on hand drawing analysis using Bi‐Directional LSTM equipped with fuzzy inferential soft‐max classifier	4
Federated Transfer Learning for Lung Disease Detection	4
A method for detecting and classifying the tumor regions in brain MRI images using vector index filtering and ANFIS classification process	4
EDenseNetViT: Leveraging Ensemble Vision Transform Integrated Transfer Learning for Advanced Differentiation and Severity Scoring of Tuberculosis	4
Pulmonary disease diagnosis using African vulture optimized weighted support vector machine approach	4
CS U‐NET: A Medical Image Segmentation Method Integrating Spatial and Contextual Attention Mechanisms Based on U‐NET	4
An efficient brain tumor segmentation model based on group normalization and 3D U‐Net	4
Efficient‐Residual Net—A Hybrid Neural Network for Automated Brain Tumor Detection	4
An efficient wavelet thresholding strategy and robust shrinkage approach for de‐noising ECG signal	4
Multimodal Fusion for Enhanced Semantic Segmentation in Brain Tumor Imaging: Integrating Deep Learning and Guided Filtering Via Advanced 3D Semantic Segmentation Architectures	4
An extensive upgrading of contact diffuse CorrelationTomography system	4
MTGWNN: A Multi‐Template Graph Wavelet Neural Network Identification Model for Autism Spectrum Disorder	4
A novel EEG channel selection and classification methodology for multi‐class motor imagery‐based BCI system design	4
Examining the classification performance of pre‐trained capsule networks on imbalanced bone marrow cell dataset	4
Detection and classification of large bowel obstruction from X‐ray images using machine learning algorithms	4
Efficient feature extraction and hybrid deep learning for early identification of uterine fibroids in ultrasound images	4
Interpretable ensemble deep learning model for early detection of Alzheimer's disease using local interpretable model‐agnostic explanations	4
Segmentation of the left atrium and proximal pulmonary veins based on dimensional decomposition attention	4
An improved semantic segmentation for breast lesion from dynamic contrast enhanced MRI images using deep learning	4
Robust nuclei segmentation with encoder‐decoder network from the histopathological images	4
The influence of the activation function in a capsule network for brain tumor type classification	4
An efficient convolutional histogram‐oriented gradients and deep convolutional learning approach for accurate classification of bone cancer	3
MMCAF: A Survival Status Prediction Method Based on Cross‐Attention Fusion of Multimodal Colorectal Cancer Data	3
Enhancement of Chest X‐Ray Images Classification With Fuzzy‐Variable Neural Network Activation Function	3