International Journal of Imaging Systems and Technology

Article	Citations
Deep learning‐based robust hybrid approaches for brain tumor classification in magnetic resonance images	80
Improvement of thin retinal vessel extraction using mean matting method	69
CAB‐Net: Convolutional attention BLSTM network for enhanced leukocyte classification	65
RR‐HCL‐SVM: A two‐stage framework for assessing remaining thyroid tissue post‐thyroidectomy in SPECT images	65
Range and variability of CBF in young adults: PC‐MRI and ASL studies	52
Assessment of magnetic resonance imaging and histopathological changes in chordoid glioma: A retrospective analysis of 13 cases	52
Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	50
Distributional stochastic Planner‐Actor‐Critic for deformable image registration	49
Deriving and interpreting robust features for survival prediction of brain tumor patients	45
Resolution improvement using enriched Krylov subspace for microwave tomography breast imaging system	43
A computed tomography signs quantization analysis method for pulmonary nodules malignancy grading	41
Combining PropSeg and a convolutional neural network for automatic spinal cord segmentation in pediatric populations and patients with spinal cord injury	39
CSDL‐Net: An iterative network based on compressed sensing and deep learning	38
Issue Information	37
A novel adaptive class weight adjustment‐based multiclass segmentation error minimization technique for COVID‐19 X‐ray image analysis	35
A precise and timely graph‐based approach to identify SARS Covid19 infection from medical imaging data using IsoCovNet	35
Multi‐scale decomposition‐based CT‐MR neurological image fusion using optimized bio‐inspired spiking neural model with meta‐heuristic optimization	34
A lightweight capsule network architecture for detection of COVID‐19 from lung CT scans	31
Echocardiography image segmentation using semi‐automatic numerical optimisation method based on wavelet decomposition thresholding	31
RETRACTED: Novel computer‐aided lung cancer detection based on convolutional neural network‐based and feature‐based classifiers using metaheuristics	30
Design of rectangular coaxial slot antenna for ultra‐high‐field magnetic resonance imaging	30
Hybrid time‐reassigned multisynchrosqueezing transform‐Picard‐based automated electroencephalography artifact correction methodology for brain–computer interface applications	30
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Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learning	29
Colour‐based segmentation using FCM and K‐means clustering for 3D thyroid gland state image classification using deep convolutional neural network structure	28

A lightweight deep learning model for retinal optical coherence tomography image classification	27
A dual channel and spatial attention network for automatic spine segmentation of MRI images	27
Active contour and texture features hybrid model for breast cancer detection from ultrasonic images	22
Issue Information	22
Non‐invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomics	21
Mammographic mass recognition using feature reuse and channel attention mechanism	21
Machine learning‐based tri‐stage classification of Alzheimer's progressive neurodegenerative disease usingPCAandmRMRadministered textural, orientational, and spatial features	21
Effect of physical exercise and noninvasive brain stimulation on cognition and dementia of elderly people with frailty: A randomized study	21
Cover Image	20
Research on the magnetic resonance imaging brain tumor segmentation algorithm based on DO‐UNet	20
Individualized real‐time prediction of working memory performance by classifying electroencephalography signals	20
A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	20
Issue Information	19
Computerized diagnosis of knee osteoarthritis from x‐ray images using combined texture features: Data from the osteoarthritis initiative	19
An efficient deep learning algorithm for the segmentation of cardiac ventricles	19
Edge and anomaly detection of brain magnetic resonance images in a distributed environment	19
End‐to‐end light‐weighted deep‐learning model for abnormality classification in kidney CT images	19
Issue Information	18
Issue Information	18
Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	18
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A powerful probabilistic model for noise analysis in medical images	16
CasUNeXt: A Cascaded Transformer With Intra‐ and Inter‐Scale Information for Medical Image Segmentation	16
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A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer	16
A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images	16
Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	16
Handling dataset dependence with model ensembles for skin lesion classification from dermoscopic and clinical images	16
Maximum isotope accumulation in the retrosplenial cortex during amnesia attack and its temporal change suggest cortical spreading depression as a pathophysiology of patients with transient global amne	15
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	15
A generalizable approach based on the U‐Net model for automatic intraretinal cyst segmentation in SD‐OCT images	15
Cerebral stroke classification based on fusion model of 3D EmbedConvNext and 3D Bi‐LSTM network	15
Reduction Accelerated Adaptive Step‐Size FISTA Based Smooth‐Lasso Regularization for Fluorescence Molecular Tomography Reconstruction	15
Multimodal medical image fusion using L0 gradient smoothing with sparse representation	15
Issue Information	15
Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer	14
NCA‐based hybrid convolutional neural network model for classification of cervical cancer on gauss‐enhanced pap‐smear images	14
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	14
Attention augmented residual autoencoder for efficient polyp segmentation	13
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	13
It is time to make neuroimaging research data beneficial to the participants	13
Polyp segmentation network based on lightweight model and reverse attention mechanisms	13
Brain tumor detection and patient survival prediction using U‐Net and regression model	13
Cover Image	13
Segmentation of brain tumor subregions with depthwise separable dense U‐NET (DSDU‐NET)	12
A novel automated depression detection technique using text transcript	12
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	12
Optimal channel and frequency band‐based feature selection for motor imagery electroencephalogram classification	12
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	12
A Deep Learning Method Enables Quantitative and Automatic Measurement of Rat Liver Histology in NAFLD	11

Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours	11
Morphological Complexity of Intrapapillary Capillary Loops for Predicting the Invasion Depth of Superficial Esophageal Neoplasms Using Narrow‐Band Imaging	11
Brain Tumor Segmentation Based on α‐Expansion Graph Cut	11
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Instrumentation for TMS‐EEG Experiment: ArTGen and a Custom EEG Interface	11
A New Herbal Source of Synthesizing Contrast Agents for Magnetic Resonance Imaging	11
Real‐time automated segmentation of breast lesions using CNN‐based deep learning paradigm: Investigation on mammogram and ultrasound	11
Medical Image Fusion for Multiple Diseases Features Enhancement	10
Feature‐versus deep learning‐based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study	10
Deep hybrid model for Mpox disease diagnosis from skin lesion images	10
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	10
An ensemble model of convolution and recurrent neural network for skin disease classification	10
Advancing skin cancer diagnosis with a multi‐branch ShuffleNet architecture	10
A Multispectral Blood Smear Background Images Reconstruction for Malaria Unstained Images Normalization	10
A deep learning approach for multi‐stage classification of brain tumor through magnetic resonance images	10
DAG‐Net: Dual‐Branch Attention‐Guided Network for Multi‐Scale Information Fusion in Lung Nodule Segmentation	10
Retraction: “Implementation of deep neural networks for classifying electroencephalogram signal using fractional S‐transform for epileptic seizure detection”	10
Predicting the Early Detection of Breast Cancer Using Hybrid Machine Learning Systems and Thermographic Imaging	10
Efficient spine segmentation network based on multi‐scale feature extraction and multi‐dimensional spatial attention	10
TACT: Text attention based CNN‐Transformer network for polyp segmentation	10
An automatic channel selection method based on the standard deviation of wavelet coefficients for motor imagery based brain–computer interfacing	10
Correction to ‘ORYX‐MRSI: A fully‐automated open‐source software for proton magnetic resonance spectroscopic imaging data analysis’	10
Intra voxel analysis in magnetic resonance imaging via deep learning	9
GRASP‐Net: Grouped Residual Convolution U‐Net With Attention Mechanism and Atrous Spatial Pyramid Pooling for Prostate Zone Segmentation Using MR Images	9
Issue Information	9
A novel discriminant feature selection–based mutual information extraction from MR brain images for Alzheimer's stages detection and prediction	9
Denoising of computed tomography using bilateral median based autoencoder network	9
Multiscale Feature Fusion Booster Network for Segmentation of Colorectal Polyp	9
Breast cancer: A hybrid method for feature selection and classification in digital mammography	8
A hybrid deep neural network‐based automated diagnosis system using x‐ray images and clinical findings	8
Brain tumor image segmentation based on prior knowledge via transformer	8
MMCAF: A Survival Status Prediction Method Based on Cross‐Attention Fusion of Multimodal Colorectal Cancer Data	8
Cross‐Species Segmentation of Animal Prostate Using a Human Prostate Dataset and Limited Preoperative Animal Images: A Sampled Experiment on Dog Prostate Tissue	8
Hybrid‐NET: A fusion of DenseNet169 and advanced machine learning classifiers for enhanced brain tumor diagnosis	8
CA‐UNet: Convolution and attention fusion for lung nodule segmentation	8
Diffusion‐Based Causality‐Preserving Neural Network for Dementia Recognition	8
A comprehensive review on automated systems for severity grading of diabetic retinopathy and macular edema	8
Diffusion tensor imaging from past to present: A bibliometric analysis with trending topics and global productivity during 1980–2022	8
Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification	8
GR‐Net: Gated axial attention ResNest network for polyp segmentation	8
Multiencoder‐based federated intelligent deep learning model for brain tumor segmentation	8
Computed tomography image generation from magnetic resonance imaging using Wasserstein metric for MR‐only radiation therapy	8
Automatic detection of keratoconus on Pentacam images using feature selection based on deep learning	8
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	8
Simulation Design of a Triple Antenna Combination for PET‐MRI Imaging Compatible With 3, 7, and 11.74 T MRI Scanner	7
STU3Net: An Improved U‐Net With Swin Transformer Fusion for Thyroid Nodule Segmentation	7
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba‐Based Network for Registration Performance Enhancement	7
An improved method for thyroid nodule ultrasound image segmentation based on U2‐Net	7
Efficient feature subset selection and classification using levy flight‐based cuckoo search optimization with parallel support vector machine for the breast cancer data	7
Intervertebral Cervical Disc Intensity (IVCDI) Detection and Classification on MRI Scans Using Deep Learning Methods	7
RetNet30: A Novel Stacked Convolution Neural Network Model for Automated Retinal Disease Diagnosis	7
Dermo‐Optimizer: Skin Lesion Classification Using Information‐Theoretic Deep Feature Fusion and Entropy‐Controlled Binary Bat Optimization	7
FFCAEs: An efficient feature fusion framework using cascaded autoencoders for the identification of gliomas	7
cyto‐Knet: An instance segmentation approach for multiple myeloma plasma cells using conditional kernels	7
Cross‐Layer Connection SegFormer Attention U‐Net for Efficient TRUS Image Segmentation	7
SSANet—Novel Residual Network for Computer‐Aided Diagnosis of Pulmonary Nodules in Chest Computed Tomography	7
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	7
Detection of lung tumor using dual tree complex wavelet transform and co‐active adaptive neuro fuzzy inference system classification approach	7
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	6
Patch‐based local deep feature extraction for automated skin cancer classification	6
COVID‐opt‐aiNet: A clinical decision support system for COVID‐19 detection	6
Nonlocal convolutional block attention module VNet for gliomas automatic segmentation	6
An encoder–decoder and modified U‐Net network for microwave imaging of stroke	6
CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion	6
Machine learning based on automated breast volume scanner (ABVS) radiomics for differential diagnosis of benign and malignant BI‐RADS 4 lesions	6
BDU‐net: Toward accurate segmentation of dental image using border guidance and feature map distortion	6
Accelerated brain tumor dynamic contrast‐enhanced MRI using Adaptive Pharmaco‐Kinetic Model Constrained method	6
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MRCM‐UCTransNet: Automatic and Accurate 3D Tooth Segmentation Network From Cone‐Beam CT Images	6
Retraction: Optimal brain tumor diagnosis based on deep learning and balanced sparrow search algorithm	6
LMSA‐Net: A lightweight multi‐scale aware network for retinal vessel segmentation	6
Predicting lung cancer treatment response from CT images using deep learning	6
Liver tumor segmentation from computed tomography images using multiscale residual dilated encoder‐decoder network	6
Radiomic feature reliability of amide proton transfer‐weighted MR images acquired with compressed sensing at 3 T	6
Image reconstruction for diffuse optical tomography using bi‐conjugate gradient and transpose‐free quasi minimal residual algorithms and comparison of them	6
SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images	6
Toward more accurate diagnosis of multiple sclerosis: Automated lesion segmentation in brain magnetic resonance image using modified U‐Net model	5
COVID‐19: A systematic review of prediction and classification techniques	5
Dynamic weight HiLo attention network for medical image multiple organ segmentation	5
Shell‐Net: A robust deep neural network for the joint segmentation of retinal fragments	5

Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	5
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Application program interface for automatic segmentation of retinal layers and fluids in Optical Coherence Tomography ‐ Neovascular Age related Macular degeneration retinal images using dee	5
A Novel Dictionary Learning Algorithm Based on Prior Knowledge for fMRI Data Analysis	5
Reconstruction of conductivity distribution with a compound variational strategy in electrical impedance tomography	5
YOLOv7‐XAI: Multi‐Class Skin Lesion Diagnosis Using Explainable AI With Fair Decision Making	5
A comparative analysis of deep neural network architectures for the dynamic diagnosis of COVID‐19 based on acoustic cough features	5
Lung lobe segmentation in computed tomography images based on multi‐feature fusion and ensemble learning framework	5
Dense and shuffle attention U‐Net for automatic skin lesion segmentation	5
Issue Information	5
Improved sparse representation algorithm for optical coherence tomography images	5
Two‐dimensional medical image segmentation based on U‐shaped structure	5
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	5
Deep Learning‐Based Automated Detection and Grading of Papilledema From OCT Images: A Promising Approach for Improved Clinical Diagnosis and Management	5
Retinal Blood Vessels Segmentation With Improved SE‐UNet Model	5
Lightweight Deep Learning Model Optimization for Medical Image Analysis	5
GLRP: Global and local contrastive learning based on relative position for medical image segmentation on cardiac MRI	5
Recognition of Diabetic Retinopathy Grades Based on Data Augmentation and Attention Mechanisms	5
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	5
Issue Information	5
Real‐time coloring method of laser surgery video based on generative adversarial network	5
Predicting coronary artery disease using learning rate based snow leopard optimization with soft swish scaling based bidirectional long short‐term memory	5
Stacked deep model‐based classification of the multiclass brain hemorrhages in CT scans	5
A combination of multi‐scale and attention based on the U‐shaped network for retinal vessel segmentation	5
A Lightweight Multimodal Xception Network for Glioma Grading Using MRI Images	5
VMC‐UNet: A Vision Mamba‐CNN U‐Net for Tumor Segmentation in Breast Ultrasound Image	5
Theoretical and experimental sensing of bone healing by microwave approach	5
Squeeze and multi‐context attention for polyp segmentation	5
ContourGAN: Auto‐contouring of organs at risk in abdomen computed tomography images using generative adversarial network	4
An exploration of ventricle regions segmentation and multiclass disease detection using cardiacMRI	4
A novel machine learning‐based analytical framework for automatic detection of COVID‐19 using chest X‐ray images	4
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	4
VEntNet: Hybrid deep convolutional neural network model for automated multi‐class categorization of chest X‐rays	4
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	4
Identification of rheumatoid arthritis using bone image features with radial basis function neural networks	4
A universal medically assisted model for anatomical landmark detection in radioactive images	4
Fusing feature and output space for unsupervised domain adaptation on medical image segmentation	4
A deep learning framework for glaucoma detection based on robust optic disc segmentation and transfer learning	4
Empowering ultrasound image filtering precision by reducing speckles and preserving edge cues	4
Lung cancer detection by using probabilistic majority voting and optimization techniques	4
A feasibility study of a portable intraoperative specimen imaging X‐ray system based on carbon nanotube field emitters	4
SLICACO: An automated novel hybrid approach for dermatoscopic melanocytic skin lesion segmentation	4
Performance analysis of classification and segmentation of cysts in panoramic dental images using convolutional neural network architecture	4
SwinRes: A hybrid model that effectively diagnoses COVID‐19 through x‐ray lung images	4
An automatic gastric polyp detection technique using deep learning	4
3D multi‐resolution deep learning model for diagnosis of multiple pathological types on pulmonary nodules	4
Classifications of benign and malignant mammogram images using Gabor‐modified CNN architecture	4
Automated measurement of sulcus angle on axial knee magnetic resonance images	4
Large‐scaled detection of COVID‐19 from X‐ray using transfer learning	4
Differentiation of tumoral and non‐tumoral breast lesions using back reflection diffuse optical tomography: A pilot clinical study	4
Development of handheld optical coherence tomography based on commercial intra‐oral scanner shape for extended clinical utility in dentistry	4
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	4
Research on multi‐center assisted diagnosis of ASD based on multimodal feature fusion	4
Comparative analysis of cone‐beam breast computed tomography and digital breast tomosynthesis for breast cancer diagnosis: A comprehensive study on reconstruction algorithms	4
Automated screening of glaucoma stages from retinal fundus images using BPS and LBP based GLCM features	3
Computational Synthesis of Histological Stains: A Step Toward Virtual Enhanced Digital Pathology	3
Fusion of convolutional neural networks based on Dempster–Shafer theory for automatic pneumonia detection from chest X‐ray images	3
Lightweight Local–Global Fusion for Robust Multiclass Classification of Skin Lesions	3
Optimizing Breast Cancer Detection: Integrating Few‐Shot and Transfer Learning for Enhanced Accuracy and Efficiency	3
3D U‐Net‐Based Brain Tumor Semantic Segmentation Using a Modified Data Generator	3
An end‐to‐end brain tumor segmentation system using multi‐inception‐UNET	3
An effective human monkeypox classification using vision transformer	3
A machine learning‐based method for automatic diagnosis of ankle fracture using X‐ray images	3
Lung CT image enhancement based on total variational frame and wavelet transform	3
Alzheimer's detection using various feature extraction approaches using a multimodal multi‐class deep learning model	3
A joint autoencoder and classifier deep neural network for AD and MCI classification	3
Generating Medical Reports With a Novel Deep Learning Architecture	3
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Transfer learning‐based platform for detecting multi‐classification retinal disorders using optical coherence tomography images	3
Performance analysis ofstate‐of‐the‐art CNNarchitectures for brain tumour detection	3
LSS‐net: 3‐dimensional segmentation of the spinal canal for the diagnosis of lumbar spinal stenosis	3
Development and validation of an artificial intelligence software for periodontal bone loss in panoramic imaging	3
Chronic Wound Assessment System Using an Improved UPerNet Model	3
An efficient convolutional histogram‐oriented gradients and deep convolutional learning approach for accurate classification of bone cancer	3
CLA‐UNet: Convolution and Focused Linear Attention Fusion for Tumor Cell Nucleus Segmentation	3
SVTNet: Automatic bone age assessment network based onTW3method and vision transformer	3
Brain tumor image pixel segmentation and detection using an aggregation of GAN models with vision transformer	3
LiteCovidNet: A lightweight deep neural network model for detection of COVID‐19 using X‐ray images	3
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	3
Performance analysis of various denoising filters on intravascular ultrasound coronary artery images	3
ConvNext Mixer‐Based Encoder Decoder Method for Nuclei Segmentation in Histopathology Images	3
CerviFormer: A pap smear‐based cervical cancer classification method using cross‐attention and latent transformer	3
Pathological categorization of lung carcinoma from multimodality images using convolutional neural networks	3
A new medical image enhancement algorithm using adaptive parameters	3
MEDCnet: A Memory Efficient Approach for Processing High‐Resolution Fundus Images for Diabetic Retinopathy Classification Using CNN	3
Classification of Hepatic Nodules Using an Improved WOA‐SVM Radiomics Model	3
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	3
A machine learning classification approach based glioma brain tumor detection	3
DML‐GNN: ASD Diagnosis Based on Dual‐Atlas Multi‐Feature Learning Graph Neural Network	3
Breast cancer histopathological image classification using attention high‐order deep network	3
MFH‐Net: A Hybrid CNN‐Transformer Network Based Multi‐Scale Fusion for Medical Image Segmentation	3
Improved multiple sclerosis diagnosis with advanced deep learning techniques	3
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	3
A deep learning approach for classification of COVID and pneumonia using DenseNet‐201	3
Automatic detection and segmentation of lung nodules in different locations from CT images based on adaptive α‐hull algorithm and DenseNet convolutional network	3