Sapna Juneja

Institute of Management Technology — India

Computer Science · Physical Sciences

5h-index159citations20works2.12yr avg
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Research Topics

AI in cancer detection(4), Artificial Intelligence in Healthcare(3), Radiomics and Machine Learning in Medical Imaging(3), Advanced Neural Network Applications(2), Machine Fault Diagnosis Techniques(2)

Publications20 total

Low resource federated learning for classification of nail disease by deploying cross-silo and heterogeneously dataset distributions
Scientific Reports·2026Open Access
Firefly algorithm and DNN for improved contactless heart rate measurement from videos
Scientific Reports·2026Open Access
Proposed dense variational autoencoder model integrated with contrastive learning for foot ulcer classification
Scientific Reports·2026Open Access
Sustainable Virtual Worlds: Implementing Renewable Energy Solutions
Information systems engineering and management·2026
STARNet: Stacked Transfer-Aware for Robust Remaining Useful Life Prediction for C-MAPSS Multi-Regime Engines
IEEE Access·2026Open Access
Enhancing U-Net 3+ for Automated Kidney Tumor Segmentation using Residual Connections
2025
Enhancing Predictive Maintenance in Industrial IoT using Machine Learning: A Comparative Study of Algorithms and Challenges
2025
Hybrid pre trained model based feature extraction for enhanced indoor scene classification in federated learning environments
Scientific Reports·2025Open Access
Evaluating Machine Learning Algorithms for Early Detection of Alzheimer's Disease
2025· 2 cited
Multi-model machine learning framework for lung cancer risk prediction: A comparative analysis of nine classifiers with hybrid and ensemble approaches using behavioral and hematological parameters
SLAS TECHNOLOGY·2025· 6 citedOpen Access
Optimizing chemotherapeutic targets in non-small cell lung cancer with transfer learning for precision medicine
PLoS ONE·2025· 3 citedOpen Access
Comparative Analysis of Advanced Machine Learning Models for Exploit Detection in Intrusion Detection Systems
2025· 1 citedOpen Access
Deep Neural Network Framework for Predicting Cardiovascular Diseases from ECG Signals
Recent Advances in Computer Science and Communications·2024· 3 cited
High-accuracy lung disease classification via logistic regression and advanced feature extraction techniques
Egyptian Informatics Journal·2024· 6 citedOpen Access
Intrusion Detection using Feedforward Neural Network for Enhancing Network Security
2024· 2 cited
Machine Learning-Based Liver Cancer Classification Using Gene Expression Microarray Data
2024· 1 cited
UMobileNetV2 model for semantic segmentation of gastrointestinal tract in MRI scans
PLoS ONE·2024· 14 citedOpen Access
A study on IoT networks and machine learning using low-power wide area networks technology
2024
Automatic Identification of Glomerular in Whole-Slide Images Using a Modified UNet Model
Diagnostics·2023· 14 citedOpen Access
Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images
Diagnostics·2023· 107 citedOpen Access

Frequent Co-authors

Deepali Gupta(6), Deepali Gupta(6), Mudita Uppal(6), Sheifali Gupta(5), Asadullah Shah(4), Deepali Gupta(4), Ali Nauman(4), Asadullah Shaikh(3), Yonis Gulzar(2), Junaid Rashid(2), Saurav Mallik(2), Swati Kumari(2), Shrikant Mapari(2), Shilpa Saini(2), Monica Dutta(2), R Niranjan Devanathan(2), Vatsala Anand(1), Qin Xin(1), Neha Sharma(1), Punit Gupta(1)