International Journal of Imaging Systems and Technology

Article	Citations
A dual channel and spatial attention network for automatic spine segmentation of MRI images	82
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An ensemble model of convolution and recurrent neural network for skin disease classification	66
Design of rectangular coaxial slot antenna for ultra‐high‐field magnetic resonance imaging	66
Issue Information	55
Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer	54
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	52
An efficient deep learning algorithm for the segmentation of cardiac ventricles	51
Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	49
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	47
Polyp segmentation network based on lightweight model and reverse attention mechanisms	45
Denoising of computed tomography using bilateral median based autoencoder network	44
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	41
A lightweight deep learning model for retinal optical coherence tomography image classification	41
A novel automated depression detection technique using text transcript	40
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	36
GRASP‐Net: Grouped Residual Convolution U‐Net With Attention Mechanism and Atrous Spatial Pyramid Pooling for Prostate Zone Segmentation Using MR Images	36
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	33
Feature‐versus deep learning‐based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study	33
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	33
Issue Information	32
Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	31
Two‐dimensional medical image segmentation based on U‐shaped structure	31
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Performance analysis of various denoising filters on intravascular ultrasound coronary artery images	29

Accelerated brain tumor dynamic contrast‐enhanced MRI using Adaptive Pharmaco‐Kinetic Model Constrained method	28
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	25
Issue Information	25
Microaneurysm Detection With Multiscale Attention and Trident RPN	24
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	23
Squeeze and multi‐context attention for polyp segmentation	23
Retraction: Optimal brain tumor diagnosis based on deep learning and balanced sparrow search algorithm	22
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	22
VMC‐UNet: A Vision Mamba‐CNN U‐Net for Tumor Segmentation in Breast Ultrasound Image	22
Empowering ultrasound image filtering precision by reducing speckles and preserving edge cues	22
An automatic gastric polyp detection technique using deep learning	21
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	21
Development and validation of an artificial intelligence software for periodontal bone loss in panoramic imaging	20
A joint autoencoder and classifier deep neural network for AD and MCI classification	20
Embedded System‐Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model	20
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	20
SSANet—Novel Residual Network for Computer‐Aided Diagnosis of Pulmonary Nodules in Chest Computed Tomography	20
Multi‐level deep learning based lung cancer classifier for classification based on tumour‐node‐metastasis approach	20
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	20
Rapid Early Screening for Lymphedema Using Kinect	19
A modified contrast source inversion method for microwave tomographic imaging of Debye dispersive media	19
Deep Depthwise Residual Network for Knee Meniscus Segmentation From Magnetic Resonance Imaging	19
Estimation of Nonhomogeneous Noise in 2D Magnetic Resonance Imaging	19
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An automatic measurement method for ankle key angles based on point cloud segmentation network	19
Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model	18
Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images	18
Issue Information	18
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Extended and optimized deep convolutional neural network‐based lung tumor identification in big data	17
Automated Segmentation of Brain Gliomas in Multimodal MRI Data	16
SABOS‐Net: Self‐supervised attention based network for automatic organ segmentation of head and neck CT images	16
Cover Image	16
Preparing a successful Special Issue proposal	16
Efficient multiscale spatial attention3Dabdominal multiorgan segmentation model	15
Using normalized echo state network to detect abnormal ECG patterns	15
Advanced Image Enhancement and a Lightweight Feature Pyramid Network for Detecting Microaneurysms in Diabetic Retinopathy Screening	15
Ventricular segmentation and modeling using topological watershed transformation and harmonic state model	15
Automated differentiation of skin melanocytes from keratinocytes in high‐resolution histopathology images using a weakly‐supervised deep‐learning framework	15
Taylor series‐based deep belief network for automatic classification of diabetic retinopathy using retinal fundus images	15
Correction to “Multi‐Branch Sustainable Convolutional Neural Network for Disease Classification”	15
Learning domain transfer for unsupervised magnetic resonance imaging restoration and edge enhancement	14
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm	14
Distributed autoencoder classifier network for small‐scale and scattered COVID‐19 dataset classification	14
A CNN transfer learning‐based approach for segmentation and classification of brain stroke from noncontrast CT images	14
HPKNN: Hyper‐parameter optimized KNN classifier for classification of poikilocytosis	14
Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features	14
Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets	13
A Hybrid Deep Spatiotemporal Attention‐Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals	13
Identification of biological markers in cancer disease using explainable artificial intelligence	13

Federated learning‐based colorectal cancer classification by convolutional neural networks and general visual representation learning	13
Sleep disorder identification using wavelet scattering on ECG signals	13
Multiscale attention network for retinal vein occlusion classification with multicolor image	12
Denoising smooth‐detail representation of MRI‐SPECT fusion	12
A deep learning‐basedx‐rayimaging diagnosis system for classification of tuberculosis,COVID‐19, and pneumonia traits using evolutionary algorithm	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	12
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Issue Information	12
An optimal system for increasing the contrast resolution qualities of histopathology images in the wavelet domain	12
Curvelet and fast marching method‐based technique for efficient artifact detection and removal in dermoscopic images	11
A method to measure data complexity of a complicated medical data set	11
A Dynamic Multi‐Output Convolutional Neural Network for Skin Lesion Classification	11
Segmentation and classification of ground glass nodule on CT images	11
PC‐SNet for automated detection of prostate cancer in multiparametric‐magnetic resonance imaging	11
Automated assessment for Alzheimer's disease diagnosis from MRI images: Meta‐heuristic assisted deep learning model	11
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
Detection of liver abnormalities—A new paradigm in medical image processing and classification techniques	11
Medical image contrast enhancement based on improved sparrow search algorithm	11
An intelligent fuzzy inference rule‐based expert recommendation system for predictive diabetes diagnosis	10
Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi‐Center Setting	10
An interpretable deep learning Bayesian optimized random forest framework for the diagnosis of Parkinson's disease in structural magnetic resonance images	10
Multimodal Connectivity‐Guided Glioma Segmentation From Magnetic Resonance Images via Cascaded 3D Residual U‐Net	10
A Structure‐Preserving Denoising Diffusion Model for AV45 PET Quantification Without MRI in Alzheimer's Disease Diagnosis	10
An effective detection of COVID‐19 using adaptive dual‐stage horse herd bidirectional long short‐term memory framework	10
An Explainable AI for Blood Image Classification With Dynamic CNN Model Selection Framework	10
Deep learning based automated detection of intraretinal cystoid fluid	10
Neuromuscular disease detection based on feature extraction from time–frequency images of EMG signals employing robust hyperbolic Stockwell transform	10
Feature Subspace Projection Knowledge Distillation for Medical Image Segmentation	10
Research on data classification and feature fusion method of cancer nuclei image based on deep learning	10
Automated diagnosis of COVID stages using texture‐based Gabor features in variational mode decomposition from CT images	10
Histopathological carcinoma classification using parallel, cross‐concatenated and grouped convolutions deep neural network	10
An AG‐RetinaNet for Embryonic Blastomeres Detection and Counting	10
Genetic‐based adaptive momentum estimation for predicting mortality risk factors for COVID‐19 patients using deep learning	9
An efficient quantification of COVID‐19 in chest CT images with improved semantic segmentation using U‐Net deep structure	9
A Novel Edge‐Enhanced Networks for Optic Disc and Optic Cup Segmentation	9
Breaking Barriers in Cancer Diagnosis: Super‐Light Compact Convolution Transformer for Colon and Lung Cancer Detection	9
C‐TUnet: A CNN‐Transformer Architecture‐Based Ultrasound Breast Image Classification Network	9
Segmentation of Brain Tumor Resections in Intraoperative 3D Ultrasound Images Using a Semisupervised Cross nnSU‐Net	9
Deep learningsuper‐resolutionelectron microscopy based on deep residual attention network	9
Emotion identification by dynamic entropy and ensemble learning from electroencephalogram signals	9
MT‐BAAN: Multi‐View Topological Bilinear Aggregation Attention Network Model for Alzheimer's Disease Diagnosis	9
A region of interest focused Triple UNet architecture for skin lesion segmentation	9
A hybrid feature fusion strategy for early fusion and majority voting for late fusion towards melanocytic skin lesion detection	9
Issue Information	8
Cover Image	8
Issue Information	8
Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	8
Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	8
A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	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
Effect of physical exercise and noninvasive brain stimulation on cognition and dementia of elderly people with frailty: A randomized study	8
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	8
Multiscale Feature Fusion Booster Network for Segmentation of Colorectal Polyp	8
GAN‐segNet: A deep generative adversarial segmentation network for brain tumor semantic segmentation	8
A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images	8
Efficient spine segmentation network based on multi‐scale feature extraction and multi‐dimensional spatial attention	8
Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification	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	7
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	7
CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion	7
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Attention augmented residual autoencoder for efficient polyp segmentation	7
Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours	7
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba‐Based Network for Registration Performance Enhancement	7
GLRP: Global and local contrastive learning based on relative position for medical image segmentation on cardiac MRI	7
Predicting the Early Detection of Breast Cancer Using Hybrid Machine Learning Systems and Thermographic Imaging	7
RETRACTED: Novel computer‐aided lung cancer detection based on convolutional neural network‐based and feature‐based classifiers using metaheuristics	7
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	7
SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images	7
Real‐time coloring method of laser surgery video based on generative adversarial network	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	6
Lung lobe segmentation in computed tomography images based on multi‐feature fusion and ensemble learning framework	6
Pathological categorization of lung carcinoma from multimodality images using convolutional neural networks	6
Breast cancer histopathological image classification using attention high‐order deep network	6

Malignancy detection on mammograms by integrating modified convolutional neural network classifier and texture features	6
Cover Image	6
NIR‐II Fluorescence Image Translation via Latent Space Disentanglement	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 new medical image enhancement algorithm using adaptive parameters	6
Fusing feature and output space for unsupervised domain adaptation on medical image segmentation	6
Detection of lung tumor using dual tree complex wavelet transform and co‐active adaptive neuro fuzzy inference system classification approach	6
Systematic study and design of multimodal MRI image augmentation for brain tumor detection with loss aware exchange and residual networks	6
Improved GAN for image resolution enhancement using ViT for breast cancer detection	6
Deep Learning and Handcrafted Features for Thyroid Nodule Classification	6
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	6
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	6
Transfer learning‐based platform for detecting multi‐classification retinal disorders using optical coherence tomography images	6
Deep learning based Glaucoma Network Classification (GNC) using retinal images	6
Constructing brain functional networks with adaptive manifold regularization for early mild cognitive impairment	6
Unsupervised Domain Adaptation for Simultaneous Segmentation and Classification of the Retinal Arteries and Veins	6
MAUNet: Polyp segmentation network based on multiscale feature fusion of attention U‐shaped network structure	5
FPUNet: A Multi‐Level Residual Fractional Domain Transformer Network for Ischemic Stroke Image Segmentation	5
A Novel Transfer Learning Approach for Skin Cancer Classification on ISIC 2024 3D Total Body Photographs	5
Multi‐planar 3D knee MRI segmentation via UNet inspired architectures	5
Dual‐Path Multi‐Scale CNN for Precise Classification of Non‐Small Cell Lung Cancer	5
Whole slide cervical image classification based on convolutional neural network and random forest	5
An Enhanced Double‐Unet Segmentation Framework for the Early Detection of Diabetic Retinopathy	5
Novel Model of Medical CT Image Segmentation Based on GANs With Residual Neural Networks	5
COVSeg‐NET: A deep convolution neural network for COVID‐19 lung CT image segmentation	5
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
ORYX‐MRSI: A fully‐automated open‐source software for proton magnetic resonance spectroscopic imaging data analysis	5
Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid‐based deep models	5
GLAN: Global Local Attention Network for Thoracic Disease Classification to Enhance Heart Failure Diagnosis	5
Issue Information	5
Deep learning approach for brain tumor classification using metaheuristic optimization with gene expression data	5
Detecting brain tumors using deep learning convolutional neural network with transfer learning approach	5
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Approaches to preclinical studies with heterogeneous breast phantom using reconstruction and three‐dimensional image processing algorithms for diffuse optical imaging	5
HCN: Hybrid Capsule Network for Fetal Plane Classification in Ultrasound Images	5
Intelligent MRI diagnosis of neurological alterations in infants from 4 to 12 months	5
A novel and efficient deep learning approach for COVID‐19 detection using X‐ray imaging modality	5
CAS‐GAN: A Novel Generative Adversarial Network‐Based Architecture for Coronary Artery Segmentation	5
Efficient‐Residual Net—A Hybrid Neural Network for Automated Brain Tumor Detection	4
CS U‐NET: A Medical Image Segmentation Method Integrating Spatial and Contextual Attention Mechanisms Based on U‐NET	4
YOLOv5 based detector for eight different urine particles components on single board computer	4
XCapsNet: A deep neural network for automated detection of diabetic retinopathy	4
Using a convolutional neural network model to derive imaging landmarks for lumbar spine numbering on axial magnetic resonance images	4
BCUIS‐Net: A breast cancer ultrasound image segmentation network via boundary‐aware and shape feature fusion	4
Detection and classification of large bowel obstruction from X‐ray images using machine learning algorithms	4
Privacy preserved collaborative transfer learning model with heterogeneous distributed data for brain tumor classification	4
Enhanced BoxInst for Weakly Supervised Liver Tumor Instance Segmentation in CT Images	4
Ant Cuckoo Search Optimization‐based deep learning classifier for image enhancement in spinal cord images	4
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EDenseNetViT: Leveraging Ensemble Vision Transform Integrated Transfer Learning for Advanced Differentiation and Severity Scoring of Tuberculosis	4
An improved semantic segmentation for breast lesion from dynamic contrast enhanced MRI images using deep learning	4
Multi‐branch sustainable convolutional neural network for disease classification	4
ESFCU‐Net: A Lightweight Hybrid Architecture Incorporating Self‐Attention and Edge Enhancement Mechanisms for Enhanced Polyp Image Segmentation	4
Segmentation of the left atrium and proximal pulmonary veins based on dimensional decomposition attention	4
A method for detecting and classifying the tumor regions in brain MRI images using vector index filtering and ANFIS classification process	4
Machine Learning Assisted Differential Diagnosis of Pulmonary Nodules Based on 3D Images Reconstructed From CT Scans	4
An efficient brain tumor segmentation model based on group normalization and 3D U‐Net	4
Diagnosing of Parkinson's disease based on hand drawing analysis using Bi‐Directional LSTM equipped with fuzzy inferential soft‐max classifier	4
Total variation‐based ultrasound image despeckling using method noise thresholding in non‐subsampled contourlet transform	4
CBAM Attention Gate‐Based Lightweight Deep Neural Network Model for Improved Retinal Vessel Segmentation	4
SAtUNet: Series atrous convolution enhanced U‐Net for lung nodule segmentation	4
An efficient multiclass classifier for classification of Alzheimer's disease/mild cognitive impairment/Normal subjects	4
Robust nuclei segmentation with encoder‐decoder network from the histopathological images	4
Accurate and fast extraction of adhesive cells based on concave points detection and matching	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
Hybrid Wavelet‐Deep Learning Framework for Fluorescence Microscopy Images Enhancement	4
An alternative approach for determining the cholesterol level: Iris analysis	4
CasUNeXt: A Cascaded Transformer With Intra‐ and Inter‐Scale Information for Medical Image Segmentation	3
Machine learning‐based tri‐stage classification of Alzheimer's progressive neurodegenerative disease usingPCAandmRMRadministered textural, orientational, and spatial features	3
Efficient breast cancer diagnosis using multi‐level progressive feature aggregation based deep transfer learning system	3
A transformer‐based deep neural network for detection and classification of lung cancer via PET/CT images	3
Research on multi‐center assisted diagnosis of ASD based on multimodal feature fusion	3
Multiencoder‐based federated intelligent deep learning model for brain tumor segmentation	3
MMCAF: A Survival Status Prediction Method Based on Cross‐Attention Fusion of Multimodal Colorectal Cancer Data	3
Non‐invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomics	3
Issue Information	3
Handling dataset dependence with model ensembles for skin lesion classification from dermoscopic and clinical images	3
A Multispectral Blood Smear Background Images Reconstruction for Malaria Unstained Images Normalization	3
Issue Information	3
Efficient feature subset selection and classification using levy flight‐based cuckoo search optimization with parallel support vector machine for the breast cancer data	3
Brain tumor detection and patient survival prediction using U‐Net and regression model	3
Brain tumor image segmentation based on prior knowledge via transformer	3
Instrumentation for TMS‐EEG Experiment: ArTGen and a Custom EEG Interface	3
Morphological Complexity of Intrapapillary Capillary Loops for Predicting the Invasion Depth of Superficial Esophageal Neoplasms Using Narrow‐Band Imaging	3
Reduction Accelerated Adaptive Step‐Size FISTA Based Smooth‐Lasso Regularization for Fluorescence Molecular Tomography Reconstruction	3
A powerful probabilistic model for noise analysis in medical images	3
Computerized diagnosis of knee osteoarthritis from x‐ray images using combined texture features: Data from the osteoarthritis initiative	3
An improved invasive weed optimization enabled Shepard convolutional neural network for classification of breast cancer	3
Dense and shuffle attention U‐Net for automatic skin lesion segmentation	3
Deriving and interpreting robust features for survival prediction of brain tumor patients	3
CA‐UNet: Convolution and attention fusion for lung nodule segmentation	3
Segmentation of brain tumor subregions with depthwise separable dense U‐NET (DSDU‐NET)	3
Combining PropSeg and a convolutional neural network for automatic spinal cord segmentation in pediatric populations and patients with spinal cord injury	3
A computed tomography signs quantization analysis method for pulmonary nodules malignancy grading	3