International Journal of Imaging Systems and Technology

Article	Citations
Issue Information	98
	72
Modified Transformer‐Based Pixel Segmentation for Breast Tumor Detection	71
An efficient deep learning algorithm for the segmentation of cardiac ventricles	68
Pixel by Pixel Semantic Segmentation Approach on WSI Images for Gastric Gland Segmentation and Gastric Cancer Grade Classification Using MLP‐XAI Model	66
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	66
A novel automated depression detection technique using text transcript	55
Design of rectangular coaxial slot antenna for ultra‐high‐field magnetic resonance imaging	52
Few‐shot segmentation for esophageal OCT images based on self‐supervised vision transformer	48
CITMambaNet: Cross Modality Progressive Fusion ITMamba Network for PET‐CT Medical Image Segmentation	44
Multi‐classificationof brain tumor by using deep convolutional neural network model inmagnetic resonance imagingimages	43
Deep learning convolutional neural network ResNet101 and radiomic features accurately analyzes mpMRI imaging to predict MGMT promoter methylation status with transfer	43
Integrating Multi‐Scale Feature Boundary Module and Feature Fusion With CNN for Accurate Skin Cancer Segmentation and Classification	40
GRASP‐Net: Grouped Residual Convolution U‐Net With Attention Mechanism and Atrous Spatial Pyramid Pooling for Prostate Zone Segmentation Using MR Images	39
Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model	38
Diagnosis of glaucoma from retinal fundus images using disc localization and sequential DNN model	38
A lightweight deep learning model for retinal optical coherence tomography image classification	32
Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection	31
Polyp segmentation network based on lightweight model and reverse attention mechanisms	30
A dual channel and spatial attention network for automatic spine segmentation of MRI images	30
Issue Information	29
Issue Information	29
	27
Microaneurysm Detection With Multiscale Attention and Trident RPN	27
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K‐means clustering	26

Empowering ultrasound image filtering precision by reducing speckles and preserving edge cues	26
Retraction: Optimal brain tumor diagnosis based on deep learning and balanced sparrow search algorithm	26
Multiloss strategy for breast cancer subtype classification using digital breast tomosynthesis	26
Relationship between reduced scattering coefficient and intracranial pressure in clinical patients under different brain edema states	25
TPA‐Seg: Multi‐Class Nucleus Segmentation Using Text Prompts and Cross‐Attention	24
GSCCANet: Dual Decoder Network Fusing Edge Focus and Global Channel Attention for Precise Segmentation of Colonic Polyps	24
A Novel Framework for Lung Disease Classification Using Multiscale Convolutional Neural Networks With an Integrated Dynamic Attention Mechanism	24
Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes	23
Development and validation of an artificial intelligence software for periodontal bone loss in panoramic imaging	22
Two‐dimensional medical image segmentation based on U‐shaped structure	22
OPFSS: A Few‐Shot Medical Image Segmentation Algorithm Based on Optimized Pseudo‐Annotations and Self‐Attention	21
Performance analysis of various denoising filters on intravascular ultrasound coronary artery images	21
Tensor‐Based Weber Feature Representation of Brain CT Images for the Automated Classification of Ischemic Stroke	21
A joint autoencoder and classifier deep neural network for AD and MCI classification	21
Registration‐enhanced multiple instance learning for cervical cancer whole slide image classification	20
An automatic gastric polyp detection technique using deep learning	20
RIBM3DU‐Net: Glioma tumour substructures segmentation in magnetic resonance images using residual‐inception block with modified 3D U‐Net architecture	19
SSANet—Novel Residual Network for Computer‐Aided Diagnosis of Pulmonary Nodules in Chest Computed Tomography	19
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	19
VMC‐UNet: A Vision Mamba‐CNN U‐Net for Tumor Segmentation in Breast Ultrasound Image	19
Squeeze and multi‐context attention for polyp segmentation	19
Rapid Early Screening for Lymphedema Using Kinect	18
Embedded System‐Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model	18
Enhanced ECG Signal Classification Using Multi‐Branch Convolutions and Mamba Blocks With State‐Space Models	18
Multi‐level deep learning based lung cancer classifier for classification based on tumour‐node‐metastasis approach	18
Estimation of Nonhomogeneous Noise in 2D Magnetic Resonance Imaging	18
A modified contrast source inversion method for microwave tomographic imaging of Debye dispersive media	18
Deep Depthwise Residual Network for Knee Meniscus Segmentation From Magnetic Resonance Imaging	17
An automatic measurement method for ankle key angles based on point cloud segmentation network	17
	16
Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model	16
Preparing a successful Special Issue proposal	16
Ventricular segmentation and modeling using topological watershed transformation and harmonic state model	16
Efficient multiscale spatial attention3Dabdominal multiorgan segmentation model	15
Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images	15
Automated Segmentation of Brain Gliomas in Multimodal MRI Data	15
Correction to “Multi‐Branch Sustainable Convolutional Neural Network for Disease Classification”	15
Using normalized echo state network to detect abnormal ECG patterns	15
Cover Image	15
Distributed autoencoder classifier network for small‐scale and scattered COVID‐19 dataset classification	15
Issue Information	15
Federated learning‐based colorectal cancer classification by convolutional neural networks and general visual representation learning	14
Automated differentiation of skin melanocytes from keratinocytes in high‐resolution histopathology images using a weakly‐supervised deep‐learning framework	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	14
Identification of biological markers in cancer disease using explainable artificial intelligence	14
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm	14
A Hybrid Deep Spatiotemporal Attention‐Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals	14
Issue Information	13
Advanced Image Enhancement and a Lightweight Feature Pyramid Network for Detecting Microaneurysms in Diabetic Retinopathy Screening	13

Sleep disorder identification using wavelet scattering on ECG signals	13
	13
A CNN transfer learning‐based approach for segmentation and classification of brain stroke from noncontrast CT images	13
HPKNN: Hyper‐parameter optimized KNN classifier for classification of poikilocytosis	13
SABOS‐Net: Self‐supervised attention based network for automatic organ segmentation of head and neck CT images	13
A Novel Network With Spectrum Transformer and Triplet Attention for CT Image Segmentation	13
SF Net: A Pyramid‐Based Feature Fusion Convolutional Neural Network With Embedded Squeeze‐and‐Excitation Mechanism for Retinal OCT Image Classification	13
Taylor series‐based deep belief network for automatic classification of diabetic retinopathy using retinal fundus images	13
Issue Information	13
Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi‐Center Setting	12
A Structure‐Preserving Denoising Diffusion Model for AV45 PET Quantification Without MRI in Alzheimer's Disease Diagnosis	12
An optimal system for increasing the contrast resolution qualities of histopathology images in the wavelet domain	12
A method to measure data complexity of a complicated medical data set	12
Application of SVM Based on Optimization of Newton Raphson's Algorithm in Non‐Invasive Blood Glucose Detection	12
An Explainable AI for Blood Image Classification With Dynamic CNN Model Selection Framework	12
Denoising smooth‐detail representation of MRI‐SPECT fusion	12
Issue Information	12
Feature Subspace Projection Knowledge Distillation for Medical Image Segmentation	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	11
	11
An AG‐RetinaNet for Embryonic Blastomeres Detection and Counting	11
Detection of liver abnormalities—A new paradigm in medical image processing and classification techniques	11
Multiscale attention network for retinal vein occlusion classification with multicolor image	11
A deep conventional neural network model for glioma tumor segmentation	11
Towards Efficient Brain Tumor Segmentation via a Transformer‐Driven 3D U‐Net	11
Research on data classification and feature fusion method of cancer nuclei image based on deep learning	11
A Dynamic Multi‐Output Convolutional Neural Network for Skin Lesion Classification	11
Automated diagnosis of COVID stages using texture‐based Gabor features in variational mode decomposition from CT images	11
Medical image contrast enhancement based on improved sparrow search algorithm	11
A deep learning‐basedx‐rayimaging diagnosis system for classification of tuberculosis,COVID‐19, and pneumonia traits using evolutionary algorithm	11
An intelligent fuzzy inference rule‐based expert recommendation system for predictive diabetes diagnosis	10
An interpretable deep learning Bayesian optimized random forest framework for the diagnosis of Parkinson's disease in structural magnetic resonance images	10
An efficient quantification of COVID‐19 in chest CT images with improved semantic segmentation using U‐Net deep structure	10
A region of interest focused Triple UNet architecture for skin lesion segmentation	10
A Novel Edge‐Enhanced Networks for Optic Disc and Optic Cup Segmentation	10
PC‐SNet for automated detection of prostate cancer in multiparametric‐magnetic resonance imaging	10
Multimodal Connectivity‐Guided Glioma Segmentation From Magnetic Resonance Images via Cascaded 3D Residual U‐Net	10
An effective detection of COVID‐19 using adaptive dual‐stage horse herd bidirectional long short‐term memory framework	10
ARCNet: Adaptive Reconstruction‐Driven Cascaded Network for Deformable Registration of Images With Pathologies	9
Histopathological carcinoma classification using parallel, cross‐concatenated and grouped convolutions deep neural network	9
Emotion identification by dynamic entropy and ensemble learning from electroencephalogram signals	9
Neuromuscular disease detection based on feature extraction from time–frequency images of EMG signals employing robust hyperbolic Stockwell transform	9
Structural biomarker‐based Alzheimer's disease detection via ensemble learning techniques	9
A hybrid feature fusion strategy for early fusion and majority voting for late fusion towards melanocytic skin lesion detection	9
C‐TUnet: A CNN‐Transformer Architecture‐Based Ultrasound Breast Image Classification Network	9
Breaking Barriers in Cancer Diagnosis: Super‐Light Compact Convolution Transformer for Colon and Lung Cancer Detection	9
Segmentation of Brain Tumor Resections in Intraoperative 3D Ultrasound Images Using a Semisupervised Cross nnSU‐Net	9
Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion	9
MT‐BAAN: Multi‐View Topological Bilinear Aggregation Attention Network Model for Alzheimer's Disease Diagnosis	9
GAN‐segNet: A deep generative adversarial segmentation network for brain tumor semantic segmentation	9
Image processing and machine learning‐based bone fracture detection and classification using X‐ray images	9
Advancing Computer‐Assisted Diabetic Retinopathy Grading: A Super Learner Ensemble Technique for Fundus Imagery	8
A deeply supervised maximum response texton basedSegNetfor simultaneous multi retinal lesion segmentation	8
Attention augmented residual autoencoder for efficient polyp segmentation	8
A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images	8
Retinal fundus image registration framework using Bayesian integration and asymmetric Gaussian mixture model	8
A Metaheuristic‐Based Conductivity Distribution Optimization Method for Accurate Imaging in Electrical Impedance Tomography	8
	8
Predicting the Early Detection of Breast Cancer Using Hybrid Machine Learning Systems and Thermographic Imaging	8
Issue Information	8
Improving Image Quality of Thin‐Slice and Low‐keV Images in Dual‐Energy CT Angiography for Children With Neuroblastoma Using Deep Learning Image Reconstruction	8
Effect of physical exercise and noninvasive brain stimulation on cognition and dementia of elderly people with frailty: A randomized study	8
Assessment of magnetic resonance imaging and histopathological changes in chordoid glioma: A retrospective analysis of 13 cases	8
Optimize Neural Fuzzy Systems for High‐Dimensional Breast Cancer Data Analysis: A Deep Learning Approach	8
Issue Information	8
Pneumonia Image Classification Based on Lightweight Mobile ViT Networks	8
Automated knee osteoarthritis severity classification using three‐stage preprocessing method andVGG16architecture	7
Efficient spine segmentation network based on multi‐scale feature extraction and multi‐dimensional spatial attention	7
Multiscale Feature Fusion Booster Network for Segmentation of Colorectal Polyp	7
Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learning	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
A new medical image enhancement algorithm using adaptive parameters	7
Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours	7
Colour‐based segmentation using FCM and K‐means clustering for 3D thyroid gland state image classification using deep convolutional neural network structure	7
Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification	7
Machine Learning Framework for Classification of COVID ‐19 Variants Using K‐mer Based DNA Sequenci	7
Diagnose Like a Doctor: A Vision‐Guided Global–Local Fusion Network for Chest Disease Diagnosis	7
Discriminative Consistency Semi‐Supervised Carotid Ultrasound Plaque Segmentation by Exploiting Global Context	7
COVID‐19 lung infection segmentation from chest CT images based on CAPA‐ResUNet	7

Machine learning based on automated breast volume scanner (ABVS) radiomics for differential diagnosis of benign and malignant BI‐RADS 4 lesions	7
A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer	7
Multi‐Class Classification of Diabetic Retinopathy Diseases From Fundus Images Using Criss‐Cross Attention Based Deep Residual Squeeze and Excitation Assisted Vision Transformer Model	7
Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi‐channel feature extraction and selection	7
Real‐time coloring method of laser surgery video based on generative adversarial network	7
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches	7
Application program interface for automatic segmentation of retinal layers and fluids in Optical Coherence Tomography ‐ Neovascular Age related Macular degeneration retinal images using dee	7
Fusing feature and output space for unsupervised domain adaptation on medical image segmentation	7
Transfer learning‐based platform for detecting multi‐classification retinal disorders using optical coherence tomography images	7
Comprehensive Experimentation of Pretrained Models on Slice‐Based Classification of Interstitial Lung Disease Patterns	6
CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion	6
BATU: A Workflow for Multi‐Network Ensemble Learning in Cross‐Dataset Generalization of Skin Lesion Analysis	6
A Lightweight Statistical Multi‐Feature Adaptive Attention Network for Dermoscopic Image Segmentation	6
Improving Stroke Segmentation and Classification Performance Using a Goal‐Oriented Deep Learning Framework	6
Improved GAN for image resolution enhancement using ViT for breast cancer detection	6
A Hybrid Deep Learning Approach for Enhanced Classification of Lung Pathologies From Chest X‐Ray	6
Interactive CNN and Transformer‐Based Cross‐Attention Fusion Network for Medical Image Classification	6
Systematic study and design of multimodal MRI image augmentation for brain tumor detection with loss aware exchange and residual networks	6
MAUNet: Polyp segmentation network based on multiscale feature fusion of attention U‐shaped network structure	6
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models	6
Pathological categorization of lung carcinoma from multimodality images using convolutional neural networks	6
Lung lobe segmentation in computed tomography images based on multi‐feature fusion and ensemble learning framework	6
Dual‐Path Multi‐Scale CNN for Precise Classification of Non‐Small Cell Lung Cancer	6
A Review of Deep Learning for Respiratory Motion Tracking in 2D and 3D Ultrasound Sequences for Image‐Guided Therapy	6
Enhancing Lung Cancer Screening With an Automated Deep Learning System: A Resource‐Efficient Approach	6
An Enhanced Double‐Unet Segmentation Framework for the Early Detection of Diabetic Retinopathy	6
Deep learning based Glaucoma Network Classification (GNC) using retinal images	6
Multi‐planar 3D knee MRI segmentation via UNet inspired architectures	6
	6
MacD‐Net: An automatic guided‐ensemble approach for macular pathology detection using optical coherence tomography images	6
Recognizing of Vocal Fold Disorders From High Speed Video: Use of Spatio‐Temporal Deep Neural Networks	6
TAU‐EffNetB7: A Novel Triple Attention U‐Net Approach Using EfficientNetB7 for Enhanced Polyp Segmentation	6
SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images	6
Constructing brain functional networks with adaptive manifold regularization for early mild cognitive impairment	6
Intelligent MRI diagnosis of neurological alterations in infants from 4 to 12 months	6
A Novel Transfer Learning Approach for Skin Cancer Classification on ISIC 2024 3D Total Body Photographs	6
GLAN: Global Local Attention Network for Thoracic Disease Classification to Enhance Heart Failure Diagnosis	5
Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid‐based deep models	5
Deep learning approach for brain tumor classification using metaheuristic optimization with gene expression data	5
NIR‐II Fluorescence Image Translation via Latent Space Disentanglement	5
Novel Model of Medical CT Image Segmentation Based on GANs With Residual Neural Networks	5
	5
CS U‐NET: A Medical Image Segmentation Method Integrating Spatial and Contextual Attention Mechanisms Based on U‐NET	5
CAS‐GAN: A Novel Generative Adversarial Network‐Based Architecture for Coronary Artery Segmentation	5
An improved semantic segmentation for breast lesion from dynamic contrast enhanced MRI images using deep learning	5
XCapsNet: A deep neural network for automated detection of diabetic retinopathy	5
Integrating Cross‐Scale Attention With Atrous Spatial Pyramid Pooling for Accurate Optic Disc and Cup Segmentation	5
Total variation‐based ultrasound image despeckling using method noise thresholding in non‐subsampled contourlet transform	5
Adaptive Binary Focal Loss: Enhancing Radiograph Image Classification With Balanced Specificity and Sensitivity	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
Unsupervised Domain Adaptation for Simultaneous Segmentation and Classification of the Retinal Arteries and Veins	5
HCN: Hybrid Capsule Network for Fetal Plane Classification in Ultrasound Images	5
Multi‐branch sustainable convolutional neural network for disease classification	5
BCUIS‐Net: A breast cancer ultrasound image segmentation network via boundary‐aware and shape feature fusion	5
Multiscale Dynamic Attention Framework for Skin Lesion Segmentation and Classification	5
ESFCU‐Net: A Lightweight Hybrid Architecture Incorporating Self‐Attention and Edge Enhancement Mechanisms for Enhanced Polyp Image Segmentation	5
EDenseNetViT: Leveraging Ensemble Vision Transform Integrated Transfer Learning for Advanced Differentiation and Severity Scoring of Tuberculosis	5
Using a convolutional neural network model to derive imaging landmarks for lumbar spine numbering on axial magnetic resonance images	5
Deep Learning and Handcrafted Features for Thyroid Nodule Classification	5
MaFMatch: Semi‐Supervised Medical Image Segmentation Network Based on Mixed Data and Feature Augmentation	5
FPUNet: A Multi‐Level Residual Fractional Domain Transformer Network for Ischemic Stroke Image Segmentation	5
Cover Image	5
CBAM Attention Gate‐Based Lightweight Deep Neural Network Model for Improved Retinal Vessel Segmentation	5
Issue Information	5
YOLOv5 based detector for eight different urine particles components on single board computer	5
A Novel Deep Learning Model Based Cancerous Lung Nodules Severity Grading Framework Using CT Images	5
Detection of Plus Disease in Retinopathy of Prematurity Using Deep Learning Models: Evaluating Vision Transformers and ResNet Architectures	5