Sheifali Gupta

Orcid: 0000-0001-5692-418X

According to our database1, Sheifali Gupta authored at least 38 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology.
BMC Medical Imaging, December, 2024

Deep learning-based comprehensive review on pulmonary tuberculosis.
Neural Comput. Appl., April, 2024

Improving Endoscopic Image Analysis: Attention Mechanism Integration in Grid Search Fine-Tuned Transfer Learning Model for Multi-Class Gastrointestinal Disease Classification.
IEEE Access, 2024

2023
Deep learning model for defect analysis in industry using casting images.
Expert Syst. Appl., December, 2023

A Review on Deep Learning Classifier for Hyperspectral Imaging.
Int. J. Image Graph., July, 2023

Detection of Multitemporal Changes with Artificial Neural Network-Based Change Detection Algorithm Using Hyperspectral Dataset.
Remote. Sens., March, 2023

Postal Automation System in Gurmukhi Script using Deep Learning.
Int. J. Image Graph., January, 2023

A Convolution Neural Network Design for Knee Osteoarthritis Diagnosis Using X-ray Images.
Int. J. Online Biomed. Eng., 2023

Enhancement of retinal fundus image using multi-scale tophat transformation.
Int. J. Biom., 2023

Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images.
Expert Syst. Appl., 2023

Semantic Segmentation of Gastrointestinal Tract in MRI Scans Using PSPNet Model With ResNet34 Feature Encoding Network.
IEEE Access, 2023

Protein Subcellular Localization Prediction by Concatenation of Convolutional Blocks for Deep Features Extraction From Microscopic Images.
IEEE Access, 2023

2022
A Deep Learning-Based Intelligent Garbage Detection System Using an Unmanned Aerial Vehicle.
Symmetry, 2022

Recognition of Gurmukhi Handwritten City Names Using Deep Learning and Cloud Computing.
Sci. Program., 2022

Classification of Gurumukhi month's name images using various convolutional neural network optimizers.
Soft Comput., 2022

Convolutional neural network based hurricane damage detection using satellite images.
Soft Comput., 2022

Visualization of Customized Convolutional Neural Network for Natural Language Recognition.
Sensors, 2022

Deep Learning-Based Computer-Aided Pneumothorax Detection Using Chest X-ray Images.
Sensors, 2022

Modified U-NET Architecture for Segmentation of Skin Lesion.
Sensors, 2022

A deep learning based approach to detect IDC in histopathology images.
Multim. Tools Appl., 2022

An automated deep learning models for classification of skin disease using Dermoscopy images: a comprehensive study.
Multim. Tools Appl., 2022

Framework for Enhancing the Traceability in Supply Chain Using Blockchain.
J. Interconnect. Networks, 2022

Hurricane Damage Detection From Satellite Imagery Using Convolutional Neural Networks.
Int. J. Inf. Syst. Model. Des., 2022

Extraction of Multiple Diseases in Apple Leaf Using Machine Learning.
Int. J. Image Graph., 2022

Detection of Alzheimer's Disease Using Deep Convolutional Neural Network.
Int. J. Image Graph., 2022

A Review on Natural Disaster Detection in Social Media and Satellite Imagery Using Machine Learning and Deep Learning.
Int. J. Image Graph., 2022

Multi-class Skin Disease Classification Using Transfer Learning Model.
Int. J. Artif. Intell. Tools, 2022

Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease.
Frontiers Comput. Neurosci., 2022

Automated COVID-19 detection in chest X-ray images using fine-tuned deep learning architectures.
Expert Syst. J. Knowl. Eng., 2022

A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images.
IEEE Access, 2022

Stratification of White Blood Cells Using Optimized DenseNet201 Model.
Proceedings of the Advanced Communication and Intelligent Systems, 2022

Automatic Identification of Cataract by Analyzing Fundus Images Using VGG19 Model.
Proceedings of the Big Data Analytics in Astronomy, Science, and Engineering, 2022

2021
Offline signature verification using deep neural network with application to computer vision.
J. Electronic Imaging, 2021

Deep Learning-Based Knowledge Extraction From Diseased and Healthy Edible Plant Leaves.
Int. J. Inf. Syst. Model. Des., 2021

Different CNN-based Architectures for Detection of Invasive Ductal Carcinoma in Breast Using Histopathology Images.
Int. J. Image Graph., 2021

IoT-based automatic intravenous fluid monitoring system for smart medical environment.
Int. J. Comput. Appl. Technol., 2021

Thoracic Disease Chest Radiographic Image Dataset: A Comprehensive Review.
Proceedings of the Intelligent Systems Design and Applications, 2021

2020
Detection of bifurcations and cross-over points from retinal vasculature map using modified window feature-point detection approach.
Int. J. Comput. Appl. Technol., 2020


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