Sheifali Gupta

Most-cited papers

Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images
Vatsala Anand, Sheifali Gupta, Deepika Koundal, Karamjeet Singh
2023Expert systems with applications248 citations
Semantic Scholar
Detection of Pneumonia from Chest X-ray Images Utilizing MobileNet Model
Mana Saleh Al Reshan, K. Gill, Vatsala Anand, Sheifali Gupta +3 more
2023Healthcare220 citations Open access
Semantic Scholar
Deep Learning Model for the Automatic Classification of White Blood Cells
Sarang Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja +3 more
2022Computational Intelligence and Neuroscience158 citations Open access
Semantic Scholar
Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images
Vatsala Anand, Sheifali Gupta, Deepali Gupta, Yonis Gulzar +4 more
2023Diagnostics113 citations Open access
Semantic Scholar
U-Net Model with Transfer Learning Model as a Backbone for Segmentation of Gastrointestinal Tract
N. Sharma, Sheifali Gupta, Deepika Koundal, Sultan Alyami +3 more
2023Bioengineering61 citations Open access
Semantic Scholar
An Artificial Intelligence-Based Stacked Ensemble Approach for Prediction of Protein Subcellular Localization in Confocal Microscopy Images
Sonam Aggarwal, Sheifali Gupta, Deepali Gupta, Yonis Gulzar +3 more
2023Sustainability59 citations Open access
Semantic Scholar
Siamese Convolutional Neural Network-Based Twin Structure Model for Independent Offline Signature Verification
N. Sharma, Sheifali Gupta, Heba G. Mohamed, Divya Anand +3 more
2022Sustainability47 citations Open access
Semantic Scholar
Deep learning model for defect analysis in industry using casting images
Rupesh Gupta, Vatsala Anand, Sheifali Gupta, Deepika Koundal
2023Expert systems with applications42 citations
Semantic Scholar
ResRandSVM: Hybrid Approach for Acute Lymphocytic Leukemia Classification in Blood Smear Images
A. Sulaiman, Swapandeep Kaur, Sheifali Gupta, H. Alshahrani +3 more
2023Diagnostics41 citations Open access
Semantic Scholar
A Review Paper on Machine Learning Applications, Advantages, and Techniques
Neelam Dahiya, Sheifali Gupta, Sartajvir Singh
2022ECS Transactions38 citations Open access
Semantic Scholar
Recognition of Gurmukhi Handwritten City Names Using Deep Learning and Cloud Computing
Sandhya Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja +3 more
2022Scientific Programming34 citations Open access
Semantic Scholar
Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology
Vatsala Anand, Sheifali Gupta, Deepika Koundal, Wael Y. Alghamdi +1 more
2024BMC Medical Imaging32 citations Open access
Semantic Scholar
A Convolutional Neural Network Architecture for Segmentation of Lung Diseases Using Chest X-ray Images
A. Sulaiman, Vatsala Anand, Sheifali Gupta, Y. Asiri +3 more
2023Diagnostics29 citations Open access
Semantic Scholar
An intelligent LinkNet-34 model with EfficientNetB7 encoder for semantic segmentation of brain tumor
A. Sulaiman, Vatsala Anand, Sheifali Gupta, Mana Saleh Al Reshan +3 more
2024Scientific Reports28 citations Open access
Semantic Scholar
EfficientNetB0 cum FPN Based Semantic Segmentation of Gastrointestinal Tract Organs in MRI Scans
N. Sharma, Sheifali Gupta, Mana Saleh Al Reshan, A. Sulaiman +2 more
2023Diagnostics27 citations Open access
Semantic Scholar
Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease
Sarang Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja +3 more
2022Frontiers in Computational Neuroscience27 citations Open access
Semantic Scholar
Extraction of Facial Features using an Efficient Convolution Siamese Network on Customized Dataset
Gunjan Sharma, Vatsala Anand, Sheifali Gupta, Vivek Pahwa +1 more
20232023 International Conference on Sustainable Computing and Smart Systems (ICSCSS)26 citations
Semantic Scholar
An Intelligent Attention-Based Transfer Learning Model for Accurate Differentiation of Bone Marrow Stains to Diagnose Hematological Disorder
H. Alshahrani, Gunjan Sharma, Vatsala Anand, Sheifali Gupta +5 more
2023Life25 citations Open access
Semantic Scholar
A Convolution Neural Network Design for Knee Osteoarthritis Diagnosis Using X-ray Images
Saleh Hamad Sajaan Almansour, Rahul Singh, S. M. Alyami, N. Sharma +4 more
2023Int. J. Online Biomed. Eng.22 citations Open access
Semantic Scholar
Stratification of White Blood Cells Using Optimized DenseNet201 Model
K. Gill, Vatsala Anand, Sheifali Gupta, P. Figat
2022ICACIS22 citations
Semantic Scholar
UMobileNetV2 model for semantic segmentation of gastrointestinal tract in MRI scans
Neha Sharma, Sheifali Gupta, Deepali Gupta, Punit Gupta +3 more
2024PLoS ONE21 citations Open access
Semantic Scholar
Detection of Multitemporal Changes with Artificial Neural Network-Based Change Detection Algorithm Using Hyperspectral Dataset
Neelam Dahiya, Sartajvir Singh, Sheifali Gupta, Adel D. Rajab +4 more
2023Remote Sensing21 citations Open access
Semantic Scholar
Harnessing the Strength of ResNet50 to Improve the Ocular Disease Recognition
Gunjan Sharma, Vatsala Anand, Sheifali Gupta
20232023 World Conference on Communication & Computing (WCONF)21 citations
Semantic Scholar
Classification of Brain Tumours in MRI Images using a Convolutional Neural Network.
Soumya Ranjan Nayak, Isha Gupta, Swati Singh, Sheifali Gupta
2023Current medical imaging21 citations Open access
Semantic Scholar
Sustainable Apple Disease Management Using an Intelligent Fine-Tuned Transfer Learning-Based Model
A. Sulaiman, Vatsala Anand, Sheifali Gupta, H. Alshahrani +4 more
2023Sustainability18 citations Open access
Semantic Scholar
Image Retrieval Using Different Distance Methods and Color Difference Histogram Descriptor for Human Healthcare
Himani Chugh, Sheifali Gupta, Meenu Garg, Deepali Gupta +4 more
2022Journal of Healthcare Engineering18 citations Open access
Semantic Scholar
A deep learning based approach to detect IDC in histopathology images
Isha Gupta, S. Nayak, Sheifali Gupta, Swati Singh +3 more
2022Multimedia tools and applications17 citations
Semantic Scholar
A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images
Sonam Aggarwal, Sheifali Gupta, R. Kannan, Rakesh Ahuja +3 more
2022IEEE Access17 citations Open access
Semantic Scholar
CNN-Based Intelligent Classification of Bell Pepper Plant Diseases: A Novel Approach for Precision Agriculture
Gunjan Sharma, Vatsala Anand, Sonal Malhotra, Sanjeev Kukreti +1 more
20232023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON)16 citations
Semantic Scholar
A Comprehensive Review for Classification and Segmentation of Gastro Intestine Tract
N. Sharma, Avinash Sharma, Sheifali Gupta
20222022 6th International Conference on Electronics, Communication and Aerospace Technology16 citations
Semantic Scholar
Leveraging the Capabilities of EfficientNetB3 to Classify Eye Diseases with Reliability
Poonam Shourie, Vatsala Anand, Deepak Upadhyay, Vijay Singh +1 more
20242024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)15 citations
Semantic Scholar
An Intelligent VGG-16 Framework for Brain Tumor Detection Using MRI-Scans
Poonam Shourie, Vatsala Anand, Sheifali Gupta
20232023 International Conference on Smart Systems for applications in Electrical Sciences (ICSSES)15 citations
Semantic Scholar
Semantic Segmentation of Gastrointestinal Tract in MRI Scans Using PSPNet Model With ResNet34 Feature Encoding Network
Neha Sharma, Sheifali Gupta, Adel D. Rajab, M. A. Elmagzoub +2 more
2023IEEE Access15 citations Open access
Semantic Scholar
Framework for Enhancing the Traceability in Supply Chain Using Blockchain
Harsha Chauhan, Deepali Gupta, Sheifali Gupta, Soumyabrata Nayak +2 more
2022J. Interconnect. Networks15 citations
Semantic Scholar
Automatic Identification of Glomerular in Whole-Slide Images Using a Modified UNet Model
Gurjinder Kaur, Meenu Garg, Sheifali Gupta, Sapna Juneja +4 more
2023Diagnostics14 citations Open access
Semantic Scholar
Cracking Light on Cataract Detection by Implementing VGG16 Transfer Learning-Based Model on Fundus Images
Gunjan Sharma, Vatsala Anand, Sheifali Gupta
20232023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE)14 citations
Semantic Scholar
Qualitative and quantitative analysis of artificial neural network-based post-classification comparison to detect the earth surface variations using hyperspectral and multispectral datasets
Neelam Dahiya, Sheifali Gupta, Sartajvir Singh
2023Journal of Applied Remote Sensing13 citations
Semantic Scholar
An Automated Coronary Artery Disease Diagnosis System using Machine Learning
K. Gill, Avinash Sharma, Vatsala Anand, Sheifali Gupta
20222022 International Conference on Automation, Computing and Renewable Systems (ICACRS)13 citations
Semantic Scholar
Generous Approach for Diagnosis and Detection of Gastrointestinal Tract Disease with Application of Deep Neural Network
Gunjan Sharma, Vatsala Anand, Sheifali Gupta
20232023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE)12 citations
Semantic Scholar
Flower Classification using a Transfer-based Model
Poonam Shourie, Vatsala Anand, Sheifali Gupta
20232023 2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC)11 citations
Semantic Scholar
Deep Learning-Based Blood Cell Disease Classification: A CNN-Enhanced Approach for Accurate Hematological Diagnosis and Treatment
Gunjan Sharma, Vatsala Anand, Rahul Chauhan, Navin Garg +1 more
20232023 2nd International Conference on Futuristic Technologies (INCOFT)11 citations
Semantic Scholar
Utilizing the Inception-ResNetV2 Pre-trained Model for Binary Classification of Leukemia Cells: An Advanced Approach to Hematological Diagnostics
Gunjan Sharma, Vatsala Anand, Sheifali Gupta
20232023 4th IEEE Global Conference for Advancement in Technology (GCAT)11 citations
Semantic Scholar
Detection and Classification of Skin Disease Using Modified Mobilenet Architecture
Vatsala Anand, Sheifali Gupta, Deepika Koundal
2022ECS Transactions11 citations
Semantic Scholar
Deep learning-based comprehensive review on pulmonary tuberculosis
Twinkle Bansal, Sheifali Gupta, Neeru Jindal
2024Neural computing & applications (Print)9 citations
Semantic Scholar
Texture Features Retrieval using Convolutional Neural Networks for Multiclass Classification of Plant Diseases
Gunjan Sharma, Vatsala Anand, Sheifali Gupta
20232023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE)9 citations
Semantic Scholar
Comparative Analysis and Implication of Hyperion Hyperspectral and Landsat-8 Multispectral Dataset in Land Classification
Neelam Dahiya, Sartajvir Singh, Sheifali Gupta
2023Journal of the Indian Society of Remote Sensing9 citations
Semantic Scholar
Automobile Price Prediction using Regression Models
Rupesh Gupta, Avinash Sharma, Vatsala Anand, Sheifali Gupta
2022International Congress on Information and Communication Technology9 citations
Semantic Scholar
Enhanced Multiclassification of Avocado Leaf Diseases: CNN and Random Forest Integration
Taifa Ayoub Mir, Sheifali Gupta, Rahul Chauhan, Mukesh Singh +2 more
20242024 3rd International Conference for Innovation in Technology (INOCON)8 citations
Semantic Scholar
Celestial Insights: An Innovative Convolutional Neural Network for High-Resolution Satellite Remote Sensing Image Classification
Gunjan Sharma, Vatsala Anand, Rahul Chauhan, Sanjeev Kukreti +1 more
20232023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON)8 citations
Semantic Scholar
Stratification of Eye Gaze using the Proposed Convolution Neural Network Model
Poonam Shourie, Avinash Sharma, Vatsala Anand, Sheifali Gupta
20232023 International Conference on Innovative Data Communication Technologies and Application (ICIDCA)8 citations
Semantic Scholar