International Journal of Imaging Systems and Technology

Article	Citations
Deep learning‐based robust hybrid approaches for brain tumor classification in magnetic resonance images	86
Improvement of thin retinal vessel extraction using mean matting method	64
Advancing skin cancer diagnosis with a multi‐branch ShuffleNet architecture	60
RR‐HCL‐SVM: A two‐stage framework for assessing remaining thyroid tissue post‐thyroidectomy in SPECT images	57
CAB‐Net: Convolutional attention BLSTM network for enhanced leukocyte classification	53
Range and variability of CBF in young adults: PC‐MRI and ASL studies	48
Assessment of magnetic resonance imaging and histopathological changes in chordoid glioma: A retrospective analysis of 13 cases	43
Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	41
TACT: Text attention based CNN‐Transformer network for polyp segmentation	41
Distributional stochastic Planner‐Actor‐Critic for deformable image registration	37
Resolution improvement using enriched Krylov subspace for microwave tomography breast imaging system	36
Deriving and interpreting robust features for survival prediction of brain tumor patients	36
Combining PropSeg and a convolutional neural network for automatic spinal cord segmentation in pediatric populations and patients with spinal cord injury	36
A computed tomography signs quantization analysis method for pulmonary nodules malignancy grading	36
CSDL‐Net: An iterative network based on compressed sensing and deep learning	35
Issue Information	34
A precise and timely graph‐based approach to identify SARS Covid19 infection from medical imaging data using IsoCovNet	32
A novel adaptive class weight adjustment‐based multiclass segmentation error minimization technique for COVID‐19 X‐ray image analysis	30
Diffusion‐Based Causality‐Preserving Neural Network for Dementia Recognition	30
Echocardiography image segmentation using semi‐automatic numerical optimisation method based on wavelet decomposition thresholding	29
Multi‐scale decomposition‐based CT‐MR neurological image fusion using optimized bio‐inspired spiking neural model with meta‐heuristic optimization	29
Convolutional capsule network for COVID‐19 detection using radiography images	29
Hybrid time‐reassigned multisynchrosqueezing transform‐Picard‐based automated electroencephalography artifact correction methodology for brain–computer interface applications	28
Design of rectangular coaxial slot antenna for ultra‐high‐field magnetic resonance imaging	27
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Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learning	23
Brain tumor image segmentation based on prior knowledge via transformer	22
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	22
A dual channel and spatial attention network for automatic spine segmentation of MRI images	21
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Colour‐based segmentation using FCM and K‐means clustering for 3D thyroid gland state image classification using deep convolutional neural network structure	21
CA‐UNet: Convolution and attention fusion for lung nodule segmentation	21
GR‐Net: Gated axial attention ResNest network for polyp segmentation	20
A lightweight deep learning model for retinal optical coherence tomography image classification	20
Issue Information	20
Non‐invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomics	19
Machine learning‐based tri‐stage classification of Alzheimer's progressive neurodegenerative disease usingPCAandmRMRadministered textural, orientational, and spatial features	19
Active contour and texture features hybrid model for breast cancer detection from ultrasonic images	19
A comprehensive review on automated systems for severity grading of diabetic retinopathy and macular edema	18
Mammographic mass recognition using feature reuse and channel attention mechanism	17
Effect of physical exercise and noninvasive brain stimulation on cognition and dementia of elderly people with frailty: A randomized study	17
Attention augmented residual autoencoder for efficient polyp segmentation	16
Research on the magnetic resonance imaging brain tumor segmentation algorithm based on DO‐UNet	16
Computed tomography image generation from magnetic resonance imaging using Wasserstein metric for MR‐only radiation therapy	16
Hybrid‐NET: A fusion of DenseNet169 and advanced machine learning classifiers for enhanced brain tumor diagnosis	15
Cover Image	14
Edge and anomaly detection of brain magnetic resonance images in a distributed environment	14
Issue Information	14
An efficient deep learning algorithm for the segmentation of cardiac ventricles	14
Computerized diagnosis of knee osteoarthritis from x‐ray images using combined texture features: Data from the osteoarthritis initiative	14
Individualized real‐time prediction of working memory performance by classifying electroencephalography signals	14
End‐to‐end light‐weighted deep‐learning model for abnormality classification in kidney CT images	14
Automatic detection of keratoconus on Pentacam images using feature selection based on deep learning	14
Multiencoder‐based federated intelligent deep learning model for brain tumor segmentation	13
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Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	13
A powerful probabilistic model for noise analysis in medical images	13
Issue Information	13
Issue Information	13
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CasUNeXt: A Cascaded Transformer With Intra‐ and Inter‐Scale Information for Medical Image Segmentation	12
A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images	12
Reduction Accelerated Adaptive Step‐Size FISTA Based Smooth‐Lasso Regularization for Fluorescence Molecular Tomography Reconstruction	12
Handling dataset dependence with model ensembles for skin lesion classification from dermoscopic and clinical images	12
A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer	12
Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	12
Cerebral stroke classification based on fusion model of 3D EmbedConvNext and 3D Bi‐LSTM network	11
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	11
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	11
Issue Information	11
Multimodal medical image fusion using L0 gradient smoothing with sparse representation	11
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	10
Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification	10
Polyp segmentation network based on lightweight model and reverse attention mechanisms	10
Brain tumor detection and patient survival prediction using U‐Net and regression model	10

A generalizable approach based on the U‐Net model for automatic intraretinal cyst segmentation in SD‐OCT images	10
Deep hybrid model for Mpox disease diagnosis from skin lesion images	10
Cover Image	10
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	10
Fusing dual‐tree quaternion wavelet transform and local mesh based features for grading of diabetic retinopathy using extreme learning machine classifier	10
Denoising of computed tomography using bilateral median based autoencoder network	10
MMCAF: A Survival Status Prediction Method Based on Cross‐Attention Fusion of Multimodal Colorectal Cancer Data	10
A hybrid deep neural network‐based automated diagnosis system using x‐ray images and clinical findings	10
Breast cancer: A hybrid method for feature selection and classification in digital mammography	10
Segmentation of brain tumor subregions with depthwise separable dense U‐NET (DSDU‐NET)	9
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	9
Rapid head‐pose detection for automated slice prescription of fetal‐brain MRI	9
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	9
It is time to make neuroimaging research data beneficial to the participants	9
Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours	9
Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer	9
A lightweight capsule network architecture for detection of COVID‐19 from lung CT scans	9
Brain Tumor Segmentation Based on α‐Expansion Graph Cut	9
A Deep Learning Method Enables Quantitative and Automatic Measurement of Rat Liver Histology in NAFLD	9
Optimal channel and frequency band‐based feature selection for motor imagery electroencephalogram classification	8
Morphological Complexity of Intrapapillary Capillary Loops for Predicting the Invasion Depth of Superficial Esophageal Neoplasms Using Narrow‐Band Imaging	8
A novel discriminant feature selection–based mutual information extraction from MR brain images for Alzheimer's stages detection and prediction	8
Feature‐versus deep learning‐based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study	8
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	8
Intra voxel analysis in magnetic resonance imaging via deep learning	8
Instrumentation for TMS‐EEG Experiment: ArTGen and a Custom EEG Interface	8
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A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	8
A deep learning approach for multi‐stage classification of brain tumor through magnetic resonance images	8
An ensemble model of convolution and recurrent neural network for skin disease classification	8
Efficient spine segmentation network based on multi‐scale feature extraction and multi‐dimensional spatial attention	8
A New Herbal Source of Synthesizing Contrast Agents for Magnetic Resonance Imaging	8
Real‐time automated segmentation of breast lesions using CNN‐based deep learning paradigm: Investigation on mammogram and ultrasound	8
A novel automated depression detection technique using text transcript	8
An automatic channel selection method based on the standard deviation of wavelet coefficients for motor imagery based brain–computer interfacing	8
DAG‐Net: Dual‐Branch Attention‐Guided Network for Multi‐Scale Information Fusion in Lung Nodule Segmentation	7
A Multispectral Blood Smear Background Images Reconstruction for Malaria Unstained Images Normalization	7
Improved segmentation of overlapping red blood cells on malaria blood smear images with TransUNet architecture	7
Automated measurement of sulcus angle on axial knee magnetic resonance images	7
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	7
Retraction: “Implementation of deep neural networks for classifying electroencephalogram signal using fractional S‐transform for epileptic seizure detection”	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
A machine learning classification approach based glioma brain tumor detection	7
SLICACO: An automated novel hybrid approach for dermatoscopic melanocytic skin lesion segmentation	7
Correction to ‘ORYX‐MRSI: A fully‐automated open‐source software for proton magnetic resonance spectroscopic imaging data analysis’	7
Medical Image Fusion for Multiple Diseases Features Enhancement	7
NCA‐based hybrid convolutional neural network model for classification of cervical cancer on gauss‐enhanced pap‐smear images	7
A comparative analysis of deep neural network architectures for the dynamic diagnosis of COVID‐19 based on acoustic cough features	7
Reconstruction of conductivity distribution with a compound variational strategy in electrical impedance tomography	7
Computational Synthesis of Histological Stains: A Step Toward Virtual Enhanced Digital Pathology	6
Accelerated brain tumor dynamic contrast‐enhanced MRI using Adaptive Pharmaco‐Kinetic Model Constrained method	6
COVID‐opt‐aiNet: A clinical decision support system for COVID‐19 detection	6
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	6
Intervertebral Cervical Disc Intensity (IVCDI) Detection and Classification on MRI Scans Using Deep Learning Methods	6
ConvNext Mixer‐Based Encoder Decoder Method for Nuclei Segmentation in Histopathology Images	6
SSANet—Novel Residual Network for Computer‐Aided Diagnosis of Pulmonary Nodules in Chest Computed Tomography	6
Dermo‐Optimizer: Skin Lesion Classification Using Information‐Theoretic Deep Feature Fusion and Entropy‐Controlled Binary Bat Optimization	6
ContourGAN: Auto‐contouring of organs at risk in abdomen computed tomography images using generative adversarial network	6
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba‐Based Network for Registration Performance Enhancement	6
RetNet30: A Novel Stacked Convolution Neural Network Model for Automated Retinal Disease Diagnosis	6
Cross‐Layer Connection SegFormer Attention U‐Net for Efficient TRUS Image Segmentation	6
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	6
GLRP: Global and local contrastive learning based on relative position for medical image segmentation on cardiac MRI	6
FFCAEs: An efficient feature fusion framework using cascaded autoencoders for the identification of gliomas	6
Simulation Design of a Triple Antenna Combination for PET‐MRI Imaging Compatible With 3, 7, and 11.74 T MRI Scanner	6
STU3Net: An Improved U‐Net With Swin Transformer Fusion for Thyroid Nodule Segmentation	6
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Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	5
Hybrid classification with meta‐heuristic‐enabled optimal feature selection for thyroid detection	5
A joint autoencoder and classifier deep neural network for AD and MCI classification	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
Shell‐Net: A robust deep neural network for the joint segmentation of retinal fragments	5
CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion	5
Efficient feature subset selection and classification using levy flight‐based cuckoo search optimization with parallel support vector machine for the breast cancer data	5
Lung lobe segmentation in computed tomography images based on multi‐feature fusion and ensemble learning framework	5
An improved framework for polyp image segmentation based on SegNet architecture	5
LSS‐net: 3‐dimensional segmentation of the spinal canal for the diagnosis of lumbar spinal stenosis	5
Issue Information	5

Dynamic weight HiLo attention network for medical image multiple organ segmentation	5
Real‐time coloring method of laser surgery video based on generative adversarial network	5
LiteCovidNet: A lightweight deep neural network model for detection of COVID‐19 using X‐ray images	5
Cross‐Species Segmentation of Animal Prostate Using a Human Prostate Dataset and Limited Preoperative Animal Images: A Sampled Experiment on Dog Prostate Tissue	5
A deep learning approach for classification of COVID and pneumonia using DenseNet‐201	5
Development of handheld optical coherence tomography based on commercial intra‐oral scanner shape for extended clinical utility in dentistry	5
Diffusion tensor imaging from past to present: A bibliometric analysis with trending topics and global productivity during 1980–2022	5
Classifications of benign and malignant mammogram images using Gabor‐modified CNN architecture	5
Improved sparse representation algorithm for optical coherence tomography images	5
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	5
Two‐dimensional medical image segmentation based on U‐shaped structure	5
Issue Information	5
SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images	5
MRCM‐UCTransNet: Automatic and Accurate 3D Tooth Segmentation Network From Cone‐Beam CT Images	5
COVID‐19: A systematic review of prediction and classification techniques	5
An encoder–decoder and modified U‐Net network for microwave imaging of stroke	4
LMSA‐Net: A lightweight multi‐scale aware network for retinal vessel segmentation	4
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	4
A deep learning framework for glaucoma detection based on robust optic disc segmentation and transfer learning	4
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	4
A universal medically assisted model for anatomical landmark detection in radioactive images	4
Dense and shuffle attention U‐Net for automatic skin lesion segmentation	4
Large‐scaled detection of COVID‐19 from X‐ray using transfer learning	4
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	4
Fusing feature and output space for unsupervised domain adaptation on medical image segmentation	4
Lung cancer detection by using probabilistic majority voting and optimization techniques	4
An end‐to‐end brain tumor segmentation system using multi‐inception‐UNET	4
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	4
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	4
A feasibility study of a portable intraoperative specimen imaging X‐ray system based on carbon nanotube field emitters	4
Application program interface for automatic segmentation of retinal layers and fluids in Optical Coherence Tomography ‐ Neovascular Age related Macular degeneration retinal images using dee	4
3D multi‐resolution deep learning model for diagnosis of multiple pathological types on pulmonary nodules	4
Lung CT image enhancement based on total variational frame and wavelet transform	4
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	4
Alzheimer's detection using various feature extraction approaches using a multimodal multi‐class deep learning model	4
Liver tumor segmentation from computed tomography images using multiscale residual dilated encoder‐decoder network	4
Radiomic feature reliability of amide proton transfer‐weighted MR images acquired with compressed sensing at 3 T	4
Predicting lung cancer treatment response from CT images using deep learning	4
A combination of multi‐scale and attention based on the U‐shaped network for retinal vessel segmentation	4
Transfer learning‐based platform for detecting multi‐classification retinal disorders using optical coherence tomography images	4
Performance analysis of classification and segmentation of cysts in panoramic dental images using convolutional neural network architecture	4
An automatic gastric polyp detection technique using deep learning	4
Toward more accurate diagnosis of multiple sclerosis: Automated lesion segmentation in brain magnetic resonance image using modified U‐Net model	4
Pathological categorization of lung carcinoma from multimodality images using convolutional neural networks	4
Improved multiple sclerosis diagnosis with advanced deep learning techniques	4
Squeeze and multi‐context attention for polyp segmentation	4