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	58
CAB‐Net: Convolutional attention BLSTM network for enhanced leukocyte classification	57
Range and variability of CBF in young adults: PC‐MRI and ASL studies	53
Assessment of magnetic resonance imaging and histopathological changes in chordoid glioma: A retrospective analysis of 13 cases	48
TACT: Text attention based CNN‐Transformer network for polyp segmentation	43
Distributional stochastic Planner‐Actor‐Critic for deformable image registration	41
Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	41
Deriving and interpreting robust features for survival prediction of brain tumor patients	37
Combining PropSeg and a convolutional neural network for automatic spinal cord segmentation in pediatric populations and patients with spinal cord injury	36
Resolution improvement using enriched Krylov subspace for microwave tomography breast imaging system	36
CSDL‐Net: An iterative network based on compressed sensing and deep learning	36
A computed tomography signs quantization analysis method for pulmonary nodules malignancy grading	36
Issue Information	35
A precise and timely graph‐based approach to identify SARS Covid19 infection from medical imaging data using IsoCovNet	34
A novel adaptive class weight adjustment‐based multiclass segmentation error minimization technique for COVID‐19 X‐ray image analysis	32
Multi‐scale decomposition‐based CT‐MR neurological image fusion using optimized bio‐inspired spiking neural model with meta‐heuristic optimization	30
Convolutional capsule network for COVID‐19 detection using radiography images	30
Echocardiography image segmentation using semi‐automatic numerical optimisation method based on wavelet decomposition thresholding	30
Hybrid time‐reassigned multisynchrosqueezing transform‐Picard‐based automated electroencephalography artifact correction methodology for brain–computer interface applications	29
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Design of rectangular coaxial slot antenna for ultra‐high‐field magnetic resonance imaging	29
Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learning	28

Brain tumor image segmentation based on prior knowledge via transformer	27
Colour‐based segmentation using FCM and K‐means clustering for 3D thyroid gland state image classification using deep convolutional neural network structure	26
A dual channel and spatial attention network for automatic spine segmentation of MRI images	26
GR‐Net: Gated axial attention ResNest network for polyp segmentation	23
Issue Information	22
A lightweight deep learning model for retinal optical coherence tomography image classification	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
Active contour and texture features hybrid model for breast cancer detection from ultrasonic images	21
Attention augmented residual autoencoder for efficient polyp segmentation	20
Research on the magnetic resonance imaging brain tumor segmentation algorithm based on DO‐UNet	20
Computed tomography image generation from magnetic resonance imaging using Wasserstein metric for MR‐only radiation therapy	20
Hybrid‐NET: A fusion of DenseNet169 and advanced machine learning classifiers for enhanced brain tumor diagnosis	19
Cover Image	19
Individualized real‐time prediction of working memory performance by classifying electroencephalography signals	19
Issue Information	18
Automatic detection of keratoconus on Pentacam images using feature selection based on deep learning	18
Computerized diagnosis of knee osteoarthritis from x‐ray images using combined texture features: Data from the osteoarthritis initiative	17
End‐to‐end light‐weighted deep‐learning model for abnormality classification in kidney CT images	17
Edge and anomaly detection of brain magnetic resonance images in a distributed environment	17
Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	16
Issue Information	16
Multiencoder‐based federated intelligent deep learning model for brain tumor segmentation	16
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Issue Information	15
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Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	14
A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer	14
A powerful probabilistic model for noise analysis in medical images	14
Reduction Accelerated Adaptive Step‐Size FISTA Based Smooth‐Lasso Regularization for Fluorescence Molecular Tomography Reconstruction	14
Handling dataset dependence with model ensembles for skin lesion classification from dermoscopic and clinical images	14
A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images	14
CasUNeXt: A Cascaded Transformer With Intra‐ and Inter‐Scale Information for Medical Image Segmentation	14
A generalizable approach based on the U‐Net model for automatic intraretinal cyst segmentation in SD‐OCT images	13
Cerebral stroke classification based on fusion model of 3D EmbedConvNext and 3D Bi‐LSTM network	13
Multimodal medical image fusion using L0 gradient smoothing with sparse representation	13
Issue Information	13
Denoising of computed tomography using bilateral median based autoencoder network	13
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	13
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	13
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	12
Cover Image	12
Deep hybrid model for Mpox disease diagnosis from skin lesion images	12
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CA‐UNet: Convolution and attention fusion for lung nodule segmentation	12
An efficient deep learning algorithm for the segmentation of cardiac ventricles	12
A hybrid deep neural network‐based automated diagnosis system using x‐ray images and clinical findings	12
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	11

Polyp segmentation network based on lightweight model and reverse attention mechanisms	11
Brain tumor detection and patient survival prediction using U‐Net and regression model	11
A lightweight capsule network architecture for detection of COVID‐19 from lung CT scans	11
Breast cancer: A hybrid method for feature selection and classification in digital mammography	11
Fusing dual‐tree quaternion wavelet transform and local mesh based features for grading of diabetic retinopathy using extreme learning machine classifier	11
Brain Tumor Segmentation Based on α‐Expansion Graph Cut	10
It is time to make neuroimaging research data beneficial to the participants	10
Morphological Complexity of Intrapapillary Capillary Loops for Predicting the Invasion Depth of Superficial Esophageal Neoplasms Using Narrow‐Band Imaging	10
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	10
Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours	10
Instrumentation for TMS‐EEG Experiment: ArTGen and a Custom EEG Interface	10
Rapid head‐pose detection for automated slice prescription of fetal‐brain MRI	10
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Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer	10
Segmentation of brain tumor subregions with depthwise separable dense U‐NET (DSDU‐NET)	10
A New Herbal Source of Synthesizing Contrast Agents for Magnetic Resonance Imaging	10
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	10
A Deep Learning Method Enables Quantitative and Automatic Measurement of Rat Liver Histology in NAFLD	10
A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	9
Efficient spine segmentation network based on multi‐scale feature extraction and multi‐dimensional spatial attention	9
Feature‐versus deep learning‐based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study	9
Real‐time automated segmentation of breast lesions using CNN‐based deep learning paradigm: Investigation on mammogram and ultrasound	9
A comprehensive review on automated systems for severity grading of diabetic retinopathy and macular edema	9
A deep learning approach for multi‐stage classification of brain tumor through magnetic resonance images	9
An automatic channel selection method based on the standard deviation of wavelet coefficients for motor imagery based brain–computer interfacing	9
A novel discriminant feature selection–based mutual information extraction from MR brain images for Alzheimer's stages detection and prediction	9
A novel automated depression detection technique using text transcript	9
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	9
Correction to ‘ORYX‐MRSI: A fully‐automated open‐source software for proton magnetic resonance spectroscopic imaging data analysis’	8
A Multispectral Blood Smear Background Images Reconstruction for Malaria Unstained Images Normalization	8
Diffusion‐Based Causality‐Preserving Neural Network for Dementia Recognition	8
Medical Image Fusion for Multiple Diseases Features Enhancement	8
Optimal channel and frequency band‐based feature selection for motor imagery electroencephalogram classification	8
NCA‐based hybrid convolutional neural network model for classification of cervical cancer on gauss‐enhanced pap‐smear images	8
Predicting the Early Detection of Breast Cancer Using Hybrid Machine Learning Systems and Thermographic Imaging	8
RETRACTED: Novel computer‐aided lung cancer detection based on convolutional neural network‐based and feature‐based classifiers using metaheuristics	8
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	8
An ensemble model of convolution and recurrent neural network for skin disease classification	8
Retraction: “Implementation of deep neural networks for classifying electroencephalogram signal using fractional S‐transform for epileptic seizure detection”	8
Improved segmentation of overlapping red blood cells on malaria blood smear images with TransUNet architecture	8
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	8
A machine learning classification approach based glioma brain tumor detection	8
DAG‐Net: Dual‐Branch Attention‐Guided Network for Multi‐Scale Information Fusion in Lung Nodule Segmentation	8
Intra voxel analysis in magnetic resonance imaging via deep learning	8
A comparative analysis of deep neural network architectures for the dynamic diagnosis of COVID‐19 based on acoustic cough features	7
COVID‐opt‐aiNet: A clinical decision support system for COVID‐19 detection	7
GLRP: Global and local contrastive learning based on relative position for medical image segmentation on cardiac MRI	7
Dermo‐Optimizer: Skin Lesion Classification Using Information‐Theoretic Deep Feature Fusion and Entropy‐Controlled Binary Bat Optimization	7
STU3Net: An Improved U‐Net With Swin Transformer Fusion for Thyroid Nodule Segmentation	7
SLICACO: An automated novel hybrid approach for dermatoscopic melanocytic skin lesion segmentation	7
ContourGAN: Auto‐contouring of organs at risk in abdomen computed tomography images using generative adversarial network	7
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba‐Based Network for Registration Performance Enhancement	7
Intervertebral Cervical Disc Intensity (IVCDI) Detection and Classification on MRI Scans Using Deep Learning Methods	7
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	7
Automated measurement of sulcus angle on axial knee magnetic resonance images	7
Reconstruction of conductivity distribution with a compound variational strategy in electrical impedance tomography	7
FFCAEs: An efficient feature fusion framework using cascaded autoencoders for the identification of gliomas	7
Simulation Design of a Triple Antenna Combination for PET‐MRI Imaging Compatible With 3, 7, and 11.74 T MRI Scanner	7
Cross‐Layer Connection SegFormer Attention U‐Net for Efficient TRUS Image Segmentation	7
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A deep learning approach for classification of COVID and pneumonia using DenseNet‐201	6
SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images	6
Cross‐Species Segmentation of Animal Prostate Using a Human Prostate Dataset and Limited Preoperative Animal Images: A Sampled Experiment on Dog Prostate Tissue	6
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‐19: A systematic review of prediction and classification techniques	6
Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	6
CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion	6
Efficient feature subset selection and classification using levy flight‐based cuckoo search optimization with parallel support vector machine for the breast cancer data	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
An improved framework for polyp image segmentation based on SegNet architecture	6
Lung lobe segmentation in computed tomography images based on multi‐feature fusion and ensemble learning framework	6
Diffusion tensor imaging from past to present: A bibliometric analysis with trending topics and global productivity during 1980–2022	6
MRCM‐UCTransNet: Automatic and Accurate 3D Tooth Segmentation Network From Cone‐Beam CT Images	6
RetNet30: A Novel Stacked Convolution Neural Network Model for Automated Retinal Disease Diagnosis	6
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	6
LiteCovidNet: A lightweight deep neural network model for detection of COVID‐19 using X‐ray images	5
Shell‐Net: A robust deep neural network for the joint segmentation of retinal fragments	5
Improved sparse representation algorithm for optical coherence tomography images	5

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	5
An encoder–decoder and modified U‐Net network for microwave imaging of stroke	5
Dynamic weight HiLo attention network for medical image multiple organ segmentation	5
Transfer learning‐based platform for detecting multi‐classification retinal disorders using optical coherence tomography images	5
A joint autoencoder and classifier deep neural network for AD and MCI classification	5
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	5
Automatic three‐dimensional detection and volume estimation of low‐grade gliomas	5
Issue Information	5
Stacked deep model‐based classification of the multiclass brain hemorrhages in CT scans	5
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	5
Predicting coronary artery disease using learning rate based snow leopard optimization with soft swish scaling based bidirectional long short‐term memory	5
Issue Information	5
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	5
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 deep learning framework for glaucoma detection based on robust optic disc segmentation and transfer learning	5
Development of handheld optical coherence tomography based on commercial intra‐oral scanner shape for extended clinical utility in dentistry	5
Classifications of benign and malignant mammogram images using Gabor‐modified CNN architecture	5
Two‐dimensional medical image segmentation based on U‐shaped structure	5
Real‐time coloring method of laser surgery video based on generative adversarial network	5
A feasibility study of a portable intraoperative specimen imaging X‐ray system based on carbon nanotube field emitters	5
Radiomic feature reliability of amide proton transfer‐weighted MR images acquired with compressed sensing at 3 T	5
Performance analysis of classification and segmentation of cysts in panoramic dental images using convolutional neural network architecture	5
A combination of multi‐scale and attention based on the U‐shaped network for retinal vessel segmentation	5
LSS‐net: 3‐dimensional segmentation of the spinal canal for the diagnosis of lumbar spinal stenosis	5
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	5
Hybrid classification with meta‐heuristic‐enabled optimal feature selection for thyroid detection	5
A semantic contour based segmentation of lungs from chest x‐rays for the classification of tuberculosis using Naïve Bayes classifier	4
Liver tumor segmentation from computed tomography images using multiscale residual dilated encoder‐decoder network	4
Differentiation of tumoral and non‐tumoral breast lesions using back reflection diffuse optical tomography: A pilot clinical study	4
Machine learning based on automated breast volume scanner (ABVS) radiomics for differential diagnosis of benign and malignant BI‐RADS 4 lesions	4
Identification of rheumatoid arthritis using bone image features with radial basis function neural networks	4
Comparative analysis of cone‐beam breast computed tomography and digital breast tomosynthesis for breast cancer diagnosis: A comprehensive study on reconstruction algorithms	4
LMSA‐Net: A lightweight multi‐scale aware network for retinal vessel segmentation	4
Toward more accurate diagnosis of multiple sclerosis: Automated lesion segmentation in brain magnetic resonance image using modified U‐Net model	4
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	4
Improved multiple sclerosis diagnosis with advanced deep learning techniques	4
Fusing feature and output space for unsupervised domain adaptation on medical image segmentation	4
Lung CT image enhancement based on total variational frame and wavelet transform	4
Research on multi‐center assisted diagnosis of ASD based on multimodal feature fusion	4
Patch‐based local deep feature extraction for automated skin cancer classification	4
Brain tumor image pixel segmentation and detection using an aggregation of GAN models with vision transformer	4
Predicting lung cancer treatment response from CT images using deep learning	4
An efficient convolutional histogram‐oriented gradients and deep convolutional learning approach for accurate classification of bone cancer	4
Squeeze and multi‐context attention for polyp segmentation	4
Lung cancer detection by using probabilistic majority voting and optimization techniques	4
Dense and shuffle attention U‐Net for automatic skin lesion segmentation	4
A novel intuitionistic fuzzy soft set based colonogram enhancement for polyps localization	4
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	4
An automatic gastric polyp detection technique using deep learning	4
A universal medically assisted model for anatomical landmark detection in radioactive images	4
BDU‐net: Toward accurate segmentation of dental image using border guidance and feature map distortion	4
Nonlocal convolutional block attention module VNet for gliomas automatic segmentation	4
Transfer learning networks with skip connections for classification of brain tumors	4
SwinRes: A hybrid model that effectively diagnoses COVID‐19 through x‐ray lung images	4
An end‐to‐end brain tumor segmentation system using multi‐inception‐UNET	4
3D multi‐resolution deep learning model for diagnosis of multiple pathological types on pulmonary nodules	4
Large‐scaled detection of COVID‐19 from X‐ray using transfer learning	4
Pathological categorization of lung carcinoma from multimodality images using convolutional neural networks	4
Alzheimer's detection using various feature extraction approaches using a multimodal multi‐class deep learning model	4