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Shallu Sharma

Conventional Machine Learning and Deep Learning Approach for Multi-Classification of Breast Cancer Histopathology Images—a Comparative Insight
2020 · Shallu Sharma, Rajesh Mehra · Journal of Imaging Informatics in Medicine · 278
The Xception model: A potential feature extractor in breast cancer histology images classification
2021 · Shallu Sharma, Sumit Kumar · ICT Express · 151
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A Comprehensive Report on Machine Learning-based Early Detection of Alzheimer's Disease using Multi-modal Neuroimaging Data
2022 · Shallu Sharma, Pravat Kumar Mandal · ACM Computing Surveys · 91
Effect of layer-wise fine-tuning in magnification-dependent classification of breast cancer histopathological image
2019 · Shallu Sharma, Rajesh Mehra · The Visual Computer · 57
Implications of Pooling Strategies in Convolutional Neural Networks: A Deep Insight
2019 · Shallu Sharma, Rajesh Mehra · Foundations of Computing and Decision Sciences · 53
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Glutathione Depletion and Concomitant Elevation of Susceptibility in Patients with Parkinson’s Disease: State-of-the-Art MR Spectroscopy and Neuropsychological Study
2023 · Deepika Shukla, Anshika Goel, et al. · ACS Chemical Neuroscience · 40
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Optimised CNN in conjunction with efficient pooling strategy for the multi‐classification of breast cancer
2020 · Shallu Sharma, Rajesh Mehra, et al. · IET Image Processing · 37
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Sub-classification of invasive and non-invasive cancer from magnification independent histopathological images using hybrid neural networks
2021 · Sumit Kumar, Shallu Sharma · Evolutionary Intelligence · 36
A review on cancer detection strategies with help of biomedical images using machine learning techniques
2022 · Eelandula Kumaraswamy, Shallu Sharma, et al. · AIP conference proceedings · 24
Medicinal plants recognition using heterogeneous leaf features: an intelligent approach
2023 · Manoj Sharma, Naresh Kumar, et al. · Multimedia Tools and Applications · 23
Assessment of Fine Particulate Matter for Port City of Eastern Peninsular India Using Gradient Boosting Machine Learning Model
2022 · Manoj Sharma, Naresh Kumar, et al. · Atmosphere · 16
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An ensemble of deep CNNs for automatic grading of breast cancer in digital pathology images
2024 · Shallu Sharma, Sumit Kumar, et al. · Neural Computing and Applications · 15
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Invasive Ductal Carcinoma Grade Classification in Histopathological Images using Transfer Learning Approach
2021 · Eelandula Kumaraswamy, Shallu Sharma, et al. · IEEE Bombay Section Signature Conference (IBSSC) · 15
Iron Chelators and Alzheimer’s Disease Clinical Trials
2024 · Pravat K. Mandal, Joseph C. Maroon, et al. · Journal of Alzheimer s Disease · 13
Retrospective Study of Convolutional Neural Network for Medical Image Analysis and a Deep Insight Through Histopathological Dataset
2023 · Shallu Sharma, Eelandula Kumaraswamy, et al. · Lecture notes in electrical engineering · 9
SWADESH: a multimodal multi-disease brain imaging and neuropsychological database and data analytics platform
2023 · Pravat K. Mandal, Komal Jindal, et al. · Frontiers in Neurology · 8
Comprehensive Account of Sodium Imaging and Spectroscopy for Brain Research
2022 · Palak Handa, Avantika Samkaria, et al. · ACS Chemical Neuroscience · 7
Enhancing Legal Document Summarization for Professionals: An Extractive Approach
2024 · Manasvi Kalyan, Pratik Dwivedi, et al. · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · 5
Probabilistic Epileptic Seizure Onset Risk Assessment Without Prior Symptoms and Seizure Type Classification
2025 · Prashant K. Gupta, Bireshwar Dass Mazumdar, et al. · International Conference on Communication, Security and Artificial Intelligence (ICCSAI) · 4
Performance Analysis of Feature Extraction and Deep Learning Approaches on Whole and Segmented Histopathological Images for Cancer Grade Classification
2024 · Eelandula Kumaraswamy, Sumit Kumar, et al. · IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) · 4
Brain Stress Mapping in COVID-19 Survivors Using MR Spectroscopy: New Avenue of Mental Health Status Monitoring$
2021 · Avantika Samkaria, Khushboo Punjabi, et al. · Journal of Alzheimer s Disease · 4
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Deep learning architectures in computer vision based medical imaging applications with emerging challenges
2024 · Sumit Kumar, Shallu Sharma · Elsevier eBooks · 2
Quantum-enhanced deep learning for early detection of diabetic retinopathy
2025 · Manya Sharma, Anuj Kumar Pandey, et al. · Elsevier eBooks · 1
Uncovering Air Pollution Risks in Indian Scenario with Explainable AI: A Case Study Perspective
2025 · Shallu Sharma, Jagriti Saini, et al. · Advances in geographic information science · 1
Detection of PTSD using Machine Learning by utilizing Sleep and Psychopathological Features
2026 · Kiran Pandey, Prashant Gupta, et al. · International Conference on Emerging Computational Intelligence (ICECI)
Works count: 36
Citation count: 894
H-index: 13
I10-index: 14
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