Vanshali Sharma
Publications by Year
Research Areas
Colorectal Cancer Screening and Detection, Radiomics and Machine Learning in Medical Imaging, Artificial Intelligence in Healthcare and Education, AI in cancer detection, Image Retrieval and Classification Techniques
Most-Cited Works
- → Predicting Short-Term Mortality in Patients With Acute Pulmonary Embolism With Deep Learning(2024)55 cited
- → GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection(2023)41 cited
- → TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing(2023)27 cited
- → A Conceptual Framework for Applying Ethical Principles of AI to Medical Practice(2025)25 cited
- → A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice(2023)21 cited
- → Semi-supervised generative adversarial networks for improved colorectal polyp classification using histopathological images(2023)18 cited
- → ControlPolypNet: Towards Controlled Colon Polyp Synthesis for Improved Polyp Segmentation(2024)13 cited
- → Lymph node detection in CT scans using modified U-Net with residual learning and 3D deep network(2023)11 cited
- → A Multi-Scale Attention Framework for Automated Polyp Localization and Keyframe Extraction From Colonoscopy Videos(2023)10 cited
- → XGBoosted Binary CNNs for Multi-Class Classification of Colorectal Polyp Size(2023)8 cited