International Journal of Imaging Systems and Technology

Article	Citations
Automatic COVID‐19 CT segmentation using U‐Net integrated spatial and channel attention mechanism	88
Classification of Coronavirus (COVID‐19) from X‐ray and CT images using shrunken features	75
ME‐Net: Multi‐encoder net framework for brain tumor segmentation	74
Brain tumor diagnosis based on metaheuristics and deep learning	72
Glaucoma assessment from color fundus images using convolutional neural network	54
Future IoT tools for COVID‐19 contact tracing and prediction: A review of the state‐of‐the‐science	54
An intelligent fuzzy inference rule‐based expert recommendation system for predictive diabetes diagnosis	49
Novel computer‐aided lung cancer detection based on convolutional neural network‐based and feature‐based classifiers using metaheuristics	47
Convolutional capsule network for COVID‐19 detection using radiography images	41
Automatic skin cancer detection in dermoscopy images by combining convolutional neural networks and texture features	40
Breast cancer histopathological image classification using attention high‐order deep network	39
Automatic breast cancer detection based on optimized neural network using whale optimization algorithm	36
Multimodal brain tumor detection and classification using deep saliency map and improved dragonfly optimization algorithm	36
Fusion of convolutional neural networks based on Dempster–Shafer theory for automatic pneumonia detection from chest X‐ray images	34
Randomly initialized convolutional neural network for the recognition of COVID‐19 using X‐ray images	33
Melanoma segmentation: A framework of improved DenseNet77 and UNET convolutional neural network	32
mRMR‐based hybrid convolutional neural network model for classification of Alzheimer's disease on brain magnetic resonance images	32
DHS‐CapsNet: Dual horizontal squash capsule networks for lung and colon cancer classification from whole slide histopathological images	32
An intelligent IoT with cloud centric medical decision support system for chronic kidney disease prediction	32
Implementation of deep neural networks for classifying electroencephalogram signal using fractional S‐transform for epileptic seizure detection	31
A comparative analysis of deep neural network architectures for the dynamic diagnosis of COVID‐19 based on acoustic cough features	31
Classification with respect to colon adenocarcinoma and colon benign tissue of colon histopathological images with a new CNN model: MA_ColonNET	30
Breast cancer histopathology image classification using kernelized weighted extreme learning machine	30
COLI‐Net: Deep learning‐assisted fully automated COVID‐19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images	27
Recognition of ischaemia and infection in diabetic foot ulcer: A deep convolutional neural network based approach	26

Early detection of melanoma images using gray level co‐occurrence matrix features and machine learning techniques for effective clinical diagnosis	26
A novel approach in multimodality medical image fusion using optimal shearlet and deep learning	25
En‐ConvNet: A novel approach for glaucoma detection from color fundus images using ensemble of deep convolutional neural networks	25
A novel and efficient deep learning approach for COVID‐19 detection using X‐ray imaging modality	25
Three‐class classification of brain magnetic resonance images using average‐pooling convolutional neural network	25
A novel multimodality anatomical image fusion method based on contrast and structure extraction	24
RETRACTED: Optimal brain tumor diagnosis based on deep learning and balanced sparrow search algorithm	24
Detection and diagnosis of brain tumors using deep learning convolutional neural networks	23
Detecting brain tumors using deep learning convolutional neural network with transfer learning approach	23
Modified transform‐based gamma correction for MRI tumor image denoising and segmentation by optimized histon‐based elephant herding algorithm	22
An end‐to‐end brain tumor segmentation system using multi‐inception‐UNET	22
Deeply supervised U‐Net for mass segmentation in digital mammograms	21
Illumination normalized based technique for retinal blood vessel segmentation	21
Transfer learning‐based platform for detecting multi‐classification retinal disorders using optical coherence tomography images	20
A novel machine learning‐based analytical framework for automatic detection of COVID‐19 using chest X‐ray images	20
High‐quality retinal vessel segmentation using generative adversarial network with a large receptive field	20
Detection and classification of breast cancer from digital mammograms using hybrid extreme learning machine classifier	20
Automatic diagnosis of diabetic retinopathy with the aid of adaptive average filtering with optimized deep convolutional neural network	19
A deep learning model for mass screening of COVID‐19	19
An accurate and noninvasive skin cancer screening based on imaging technique	18
Improving medical image fusion method using fuzzy entropy and nonsubsampling contourlet transform	18
An integrated feature frame work for automated segmentation of COVID‐19 infection from lung CT images	18
Superpixel with nanoscale imaging and boosted deep convolutional neural network concept for lung tumor classification	18
Nonparametric variational learning of multivariate beta mixture models in medical applications	18
A lightweight capsule network architecture for detection of COVID‐19 from lung CT scans	18
Deep transfer learning based hepatitis B virus diagnosis using spectroscopic images	17
A novel improved crow‐search algorithm to classify the severity in digital mammograms	17
Image denoising for magnetic resonance imaging medical images using improved generalized cross‐validation based on the diffusivity function	17
Transfer learning networks with skip connections for classification of brain tumors	17
Intuitionistic fuzzy approach for enhancement of low contrast mammogram images	16
Automatic classification of severity of COVID‐19 patients using texture feature and random forest based on computed tomography images	16
A new medical image enhancement algorithm using adaptive parameters	16
Development of automatic glioma brain tumor detection system using deep convolutional neural networks	16
Detection and classification of electroencephalogram signals for epilepsy disease using machine learning methods	15
Deep learning based Alzheimer's disease early diagnosis using T2w segmented gray matter MRI	15
A novel two‐band equilateral wavelet filter bank method for an automated detection of seizure from EEG signals	15
Diabetic retinopathy severity grading employing quadrant‐based Inception‐V3 convolution neural network architecture	15
Classification of breast cancer histopathological image with deep residual learning	15
Classification of the four‐class motor imagery signals using continuous wavelet transform filter bank‐based two‐dimensional images	15
Multiple sclerosis identification in brainMRIimages using wavelet convolutional neural networks	15
Mask RCNN algorithm for nuclei detection on breast cancer histopathological images	15
The effect of deep feature concatenation in the classification problem: An approach on COVID‐19 disease detection	15
A deep learning approach for classification of COVID and pneumonia using DenseNet‐201	15
Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets	14
Nonlocal convolutional block attention module VNet for gliomas automatic segmentation	14
Emotion identification by dynamic entropy and ensemble learning from electroencephalogram signals	14
Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid‐based deep models	14
Lung cancer detection by using probabilistic majority voting and optimization techniques	14
A novel software framework for magnetic particle imaging reconstruction	14
Skin lesion segmentation based on mask RCNN, Multi Atrous Full‐CNN, and a geodesic method	14

Morphological feature extraction and KNG‐CNN classification of CT images for early lung cancer detection	13
An efficient and high quality medical CT image enhancement algorithm	13
Automatic detection and localization of COVID‐19 pneumonia using axial computed tomography images and deep convolutional neural networks	13
Detection of pneumonia in chest X‐ray images by using 2D discrete wavelet feature extraction with random forest	13
Optimal weighted hybrid pattern for content based medical image retrieval using modified spider monkey optimization	12
Fitness adaptive deer hunting‐based region growing and recurrent neural network for melanoma skin cancer detection	12
Brain tumour classification using siamese neural network and neighbourhood analysis in embedded feature space	12
Deep learning on compressed sensing measurements in pneumonia detection	12
An automated and fast system to identify COVID‐19 from X‐ray radiograph of the chest using image processing and machine learning	12
A deep learning framework for glaucoma detection based on robust optic disc segmentation and transfer learning	12
A novel discriminant feature selection–based mutual information extraction from MR brain images for Alzheimer's stages detection and prediction	12
Mammographic mass segmentation using multichannel and multiscale fully convolutional networks	12
Optimized segmentation and classification for liver tumor segmentation and classification using opposition‐based spotted hyena optimization	12
ECG steganography based on tunable Q‐factor wavelet transform and singular value decomposition	12
An improved framework for polyp image segmentation based on SegNet architecture	12
NCA‐based hybrid convolutional neural network model for classification of cervical cancer on gauss‐enhanced pap‐smear images	12
Analysis of brain‐facial muscle connection in the static fractal visual stimulation	12
Mobile‐aided screening system for proliferative diabetic retinopathy	11
SLICACO: An automated novel hybrid approach for dermatoscopic melanocytic skin lesion segmentation	11
A fast and high frame rate adaptive beamforming using DCT‐based RF‐line recovery in line‐by‐line ultrasound imaging	11
Breast cancer diagnosis from mammographic images using optimized feature selection and neural network architecture	11
Medical image denoising using optimal thresholding of wavelet coefficients with selection of the best decomposition level and mother wavelet	11
A novel hybrid artificial neural network technique for the early skin cancer diagnosis using color space conversions of original images	10
A novel receptive field‐regularized V‐net and nodule classification network for lung nodule detection	10
Feature‐versus deep learning‐based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study	10
Automatic segmentation of nuclei from pap smear cell images: A step toward cervical cancer screening	10
Deep‐features with Bayesian optimized classifiers for the breast cancer diagnosis	10
A novel automated depression detection technique using text transcript	10
Severity detection and infection level identification of tuberculosis using deep learning	10
Ten simple rules for reporting machine learning methods implementation and evaluation on biomedical data	10
Impulse noise reduction using hybrid neuro‐fuzzy filter with improved firefly algorithm from X‐ray bio‐images	10
Approaches to preclinical studies with heterogeneous breast phantom using reconstruction and three‐dimensional image processing algorithms for diffuse optical imaging	9
Performance analysis of classification and segmentation of cysts in panoramic dental images using convolutional neural network architecture	9
Image processing and machine learning‐based bone fracture detection and classification using X‐ray images	9
Pulmonary disease diagnosis using African vulture optimized weighted support vector machine approach	9
COVID‐19 vs influenza viruses: A cockroach optimized deep neural network classification approach	9
Patch‐based local deep feature extraction for automated skin cancer classification	9
Optimized hybrid classifier for diagnosing diabetic retinopathy: Iterative blood vessel segmentation process	9
Magnetic resonance imaging reconstruction via non‐convex total variation regularization	9
Content‐based gastric image retrieval using convolutional neural networks	9
Multimodal medical image fusion based on the spectral total variation and local structural patch measurement	9
Intelligent detection and applied research on diabetic retinopathy based on the residual attention network	9
Automated diagnosis system for age‐related macular degeneration using hybrid features set from fundus images	9
Cataract grading method based on deep convolutional neural networks and stacking ensemble learning	9
Electroencephalography based imagined alphabets classification using spatial and time‐domain features	9
Hybrid features and optimization‐driven recurrent neural network for glaucoma detection	9
A study to identify limitations of existing automated systems to detect glaucoma at initial and curable stage	8
A hybrid feature fusion strategy for early fusion and majority voting for late fusion towards melanocytic skin lesion detection	8
Aggregated residual transformation network for multistage classification in diabetic retinopathy	8
SkinNet‐ENDO: Multiclass skin lesion recognition using deep neural network and Entropy‐Normal distribution optimization algorithm with ELM	8
A machine learning classification approach based glioma brain tumor detection	8
A comprehensive review on automated systems for severity grading of diabetic retinopathy and macular edema	8
Utilizing the spatial frequency domain imaging to investigate change in optical parameters of skin exposed to thermal‐hydrotherapy: Ex‐vivo study	8
Retinal image enhancement using adaptive histogram equalization tuned with nonsimilar grouping curvelet	8
Learning domain transfer for unsupervised magnetic resonance imaging restoration and edge enhancement	8
COVSeg‐NET: A deep convolution neural network for COVID‐19 lung CT image segmentation	8
LiteCovidNet: A lightweight deep neural network model for detection of COVID‐19 using X‐ray images	8
Multimodal covid network: Multimodal bespoke convolutional neural network architectures for COVID‐19 detection from chest X‐ray's and computerized tomography scans	8
Cancer detection using convolutional neural network optimized by multistrategy artificial electric field algorithm	8
Fuzzy clustering‐based image segmentation techniques used to segment magnetic resonance imaging/computed tomography scan brain tissues: Comparative analysis	8
Triple novelty block detection and classification approach for lung tumor analysis	8
An ensemble model of convolution and recurrent neural network for skin disease classification	8
Random forest and rotation forest ensemble methods for classification of epileptic EEG signals based on improved 1D‐LBP feature extraction	7
Differentiation of tumoral and non‐tumoral breast lesions using back reflection diffuse optical tomography: A pilot clinical study	7
Particle swarm optimization‐based liver disorder ultrasound image classification using multi‐level and multi‐domain features	7
Detection and diagnosis of COVID‐19 infection in lungs images using deep learning techniques	7
Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm	7
A fuzzy logic‐based meningioma tumor detection in magnetic resonance brain images using CANFIS and U‐Net CNN classification	7
Automated screening of glaucoma stages from retinal fundus images using BPS and LBP based GLCM features	7
Segmentation of tumor using PCA based modified fuzzy C means algorithms on MR brain images	7
3D conditional generative adversarial network‐based synthetic medical image augmentation for lung nodule detection	7
Curvelet and fast marching method‐based technique for efficient artifact detection and removal in dermoscopic images	7
A novel threshold score based multiclass segmentation technique for brain magnetic resonance images using adaptive opposition slime mold algorithm	7
Optimal deep belief network with opposition‐based hybrid grasshopper and honeybee optimization algorithm for lung cancer classification: A DBNGHHB approach	7
A deep learning model integrating convolution neural network and multiple kernel K means clustering for segmenting brain tumor in magnetic resonance images	7
Improved pulmonary lung nodules risk stratification in computed tomography images by fusing shape and texture features in a machine‐learning paradigm	7
Detection of lung tumor using dual tree complex wavelet transform and co‐active adaptive neuro fuzzy inference system classification approach	7
Machine learning‐based tri‐stage classification of Alzheimer's progressive neurodegenerative disease using PCA and mRMR administered textural, orientational, and spatial features	7
A modified DeepLabV3+ based semantic segmentation of chest computed tomography images for COVID‐19 lung infections	7
Automatic segmentation system for liver tumors based on the multilevel thresholding and electromagnetism optimization algorithm	7

Retinal vessel segmentation based on an improved deep forest	7
AlexNet‐NDTL: Classification of MRI brain tumor images using modified AlexNet with deep transfer learning and Lipschitz‐based data augmentation	7
COVID‐opt‐aiNet: A clinical decision support system for COVID‐19 detection	7
Interpretable ensemble deep learning model for early detection of Alzheimer's disease using local interpretable model‐agnostic explanations	6
A novel convolutional neural network‐based approach for brain tumor classification using magnetic resonance images	6
Multimodal magnetic resonance imaging for Alzheimer's disease diagnosis using hybrid features extraction and ensemble support vector machines	6
TWEEC: Computer‐aided glaucoma diagnosis from retinal images using deep learning techniques	6
Adaptive image denoising for speckle noise images based on fuzzy logic	6
Rapid head‐pose detection for automated slice prescription of fetal‐brain MRI	6
Brain tumor segmentation and classification via adaptive CLFAHE with hybrid classification	6
Dementia MRI image classification using transformation technique based on elephant herding optimization with Randomized Adam method for updating the hyper‐parameters	6
Detection and diagnosis of brain tumors‐framework using extreme machine learning and CANFIS classification algorithms	6
Performance evaluation of 67 denoising filters in ultrasound images: A systematic comparison analysis	6
Identifying brain regions contributing to Alzheimer's disease using self regulating particle swarm optimization	6
Sparse structure deep network embedding for transforming brain functional network in early mild cognitive impairment classification	6
Multi‐level dilated convolutional neural network for brain tumour segmentation and multi‐view‐based radiomics for overall survival prediction	6
Deep learning‐based automated mitosis detection in histopathology images for breast cancer grading	6
A CNN transfer learning‐based approach for segmentation and classification of brain stroke from noncontrast CT images	6
Lung segmentation on chest X‐ray images in patients with severe abnormal findings using deep learning	6
Classification of brain tumor from magnetic resonance images using probabilistic features and possibilistic Hanman–Shannon transform classifier	6
Liver tumor segmentation from computed tomography images using multiscale residual dilated encoder‐decoder network	6
Automatic detection of keratoconus on Pentacam images using feature selection based on deep learning	6
Neuromuscular disease detection based on feature extraction from time–frequency images of EMG signals employing robust hyperbolic Stockwell transform	6
The influence of the activation function in a capsule network for brain tumor type classification	5
Medical image contrast enhancement based on improved sparrow search algorithm	5
SegCaps: An efficient SegCaps network‐based skin lesion segmentation in dermoscopic images	5
Modeling an effectual multi‐section You Only Look Once for enhancing lung cancer prediction	5
Image analysis by fast improved radial harmonic‐Fourier moments algorithm	5
Lung CT image enhancement based on total variational frame and wavelet transform	5
Brain tumor detection and patient survival prediction using U‐Net and regression model	5
Denoising of computed tomography using bilateral median based autoencoder network	5
Modified U‐Net for cytological medical image segmentation	5
A novel EEG channel selection and classification methodology for multi‐class motor imagery‐based BCI system design	5
Skin lesion segmentation using an improved framework of encoder‐decoder based convolutional neural network	5
Bone microarchitecture characterization based on fractal analysis in spatial frequency domain imaging	5
Automated brain tumor detection and classification using weighted fuzzy clustering algorithm, deep auto encoder with barnacle mating algorithm and random forest classifier techniques	5
An automatic gastric polyp detection technique using deep learning	5
A novel intuitionistic fuzzy soft set based colonogram enhancement for polyps localization	5
Real‐time automated segmentation of breast lesions using CNN‐based deep learning paradigm: Investigation on mammogram and ultrasound	5
Fusing dual‐tree quaternion wavelet transform and local mesh based features for grading of diabetic retinopathy using extreme learning machine classifier	5
A novel scheme for image sharpness using inflection points	5
Genetic‐based adaptive momentum estimation for predicting mortality risk factors for COVID‐19 patients using deep learning	5
A hybrid convolutional neural network model to detect COVID‐19 and pneumonia using chest X‐ray images	5
Automatic diagnosis of ureteral stone and degree of hydronephrosis with proposed convolutional neural network, RelieF, and gradient‐weighted class activation mapping based deep hybrid model	5
Taylor series‐based deep belief network for automatic classification of diabetic retinopathy using retinal fundus images	5
Automatic detection and segmentation of lung nodules in different locations from CT images based on adaptive α‐hull algorithm and DenseNet convolutional network	5
Deep chest X‐ray: Detection and classification of lesions based on deep convolutional neural networks	5
Early detection of breast malignancy using wavelet features and optimized classifier	5
MR‐UNet: An UNet model using multi‐scale and residual convolutions for retinal vessel segmentation	5
GAN‐segNet: A deep generative adversarial segmentation network for brain tumor semantic segmentation	5
Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model	4
An edge guided cascaded U‐net approach for accelerated magnetic resonance imaging reconstruction	4
SKMAT‐U‐Net architecture for breast mass segmentation	4
DeepChestNet: Artificial intelligence approach for COVID‐19 detection on computed tomography images	4
A deep data‐driven approach for enhanced segmentation of blood vessel for diabetic retinopathy	4
The COVID‐19 pandemic: What can bioengineers, computer scientists and big data specialists bring to the table	4
Early cervical cancer diagnosis using Sooty tern‐optimized CNN‐LSTM classifier	4
FFCAEs: An efficient feature fusion framework using cascaded autoencoders for the identification of gliomas	4
Image reconstruction for diffuse optical tomography using bi‐conjugate gradient and transpose‐free quasi minimal residual algorithms and comparison of them	4
Modified Global Flower Pollination Algorithm‐based image fusion for medical diagnosis using computed tomography and magnetic resonance imaging	4
A deep learning approach for multi‐stage classification of brain tumor through magnetic resonance images	4
Detection and classification of large bowel obstruction from X‐ray images using machine learning algorithms	4
Multistage multimodal medical image fusion model using feature‐adaptive pulse coupled neural network	4
Nonparametric learning approach based on infinite flexible mixture model and its application to medical data analysis	4
Research on data classification and feature fusion method of cancer nuclei image based on deep learning	4
Anatomical‐functional image fusion based on deep convolution neural networks in local Laplacian pyramid domain	4
Thermal imaging method to evaluate childhood obesity based on machine learning techniques	4
Medical image fusion using Transfer Learning and L‐BFGS optimization algorithm	4
Malignancy detection on mammograms by integrating modified convolutional neural network classifier and texture features	4
A novel DeepML framework for multi‐classification of breast cancer based on transfer learning	4
Uncertainty‐guided self‐ensembling model for semi‐supervised segmentation of multiclass retinal fluid in optical coherence tomography images	4
A semantic contour based segmentation of lungs from chest x‐rays for the classification of tuberculosis using Naïve Bayes classifier	4
An improved invasive weed optimization enabled Shepard convolutional neural network for classification of breast cancer	4
Ensemble the recent architectures of deep convolutional networks for skin diseases diagnosis	4
Multimodal medical image fusion using L0 gradient smoothing with sparse representation	4
A transformer‐based deep neural network for detection and classification of lung cancer via PET/CT images	4
Characterization of regional differences in cerebral vascular response to breath holding usingBOLD fMRI	4
Mining frequent approximate patterns in large networks	4
Hybrid method combining superpixel, supervised learning, and random walk for glioma segmentation	4
Att2ResNet: A deep attention‐based approach for melanoma skin cancer classification	4
Automated differentiation of skin melanocytes from keratinocytes in high‐resolution histopathology images using a weakly‐supervised deep‐learning framework	4
Total variation‐based ultrasound image despeckling using method noise thresholding in non‐subsampled contourlet transform	4
Thermography based breast cancer detection using self‐adaptive gray level histogram equalization color enhancement method	4
Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in UNet++ architecture	4
Longitudinal evaluation for COVID‐19 chest CT disease progression based on Tchebichef moments	4
Performance analysis of classifiers for colon cancer detection from dimensionality reduced microarray gene data	4
Improved segmentation of overlapping red blood cells on malaria blood smear images with TransUNet architecture	4
	4
Effect of interpolation on specular reflections in texture‐based automatic colonic polyp detection	4
Improvement of thin retinal vessel extraction using mean matting method	4
Nonsubsampled contourlet transform with cross‐guided bilateral filter for despeckling of medical ultrasound images	4
Multiatlas‐based segmentation of female pelvic organs: Application for computer‐aided diagnosis of cervical cancer	4
An efficient lymphocytic leukemia detection based on EfficientNets and ensemble voting classifier	4
A vessel segmentation technique for retinal images	4
CSDL‐Net: An iterative network based on compressed sensing and deep learning	3