Colonoscopy Polyp Classification Adding Generated Narrow Band Imaging. - Nahush V. Bhamre; Vanshali Sharma; Yuji Iwahori; Manas Kamal Bhuyan; Kunio Kasugai (CVIP (2), 2022)

Keyframe Selection from Colonoscopy Videos to Enhance Visualization for Polyp Detection. - Vanshali Sharma; Pradipta Sasmal; Manas Kamal Bhuyan; Pradip K. Das (IV, 2022)

Can Adversarial Networks Make Uninformative Colonoscopy Video Frames Clinically Informative? (Student Abstract). - Vanshali Sharma; Manas Kamal Bhuyan; Pradip K. Das (AAAI, 2023)

Semi-supervised Polyp Classification in Colonoscopy Images Using GAN. - Darshika Verma; Vanshali Sharma; Pradip K. Das (CVIP (3), 2023)

TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing. - Debesh Jha; Nikhil Kumar Tomar; Vanshali Sharma; Ulas Bagci (MIDL, 2023)

GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection. - Debesh Jha; Vanshali Sharma; Neethi Dasu; Nikhil Kumar Tomar; Steven Hicks; Manas Kamal Bhuyan; Pradip K. Das; Michael A. Riegler; Pål Halvorsen; Ulas Bagci; Thomas de Lange (ML4MHD, 2023)

XGBoosted Binary CNNs for Multi-Class Classification of Colorectal Polyp Size. - Promit Haldar; Vanshali Sharma; Yuji Iwahori; Manas Kamal Bhuyan; Aili Wang 001; Haibin Wu; Kunio Kasugai (IEEE Access, 2023)

Can Adversarial Networks Make Uninformative Colonoscopy Video Frames Clinically Informative? - Vanshali Sharma; Manas Kamal Bhuyan; Pradip K. Das (CoRR, 2023)

Ensuring Trustworthy Medical Artificial Intelligence through Ethical and Philosophical Principles. - Debesh Jha; Ashish Rauniyar; Abhishek Srivastava; Desta Haileselassie Hagos; Nikhil Kumar Tomar; Vanshali Sharma; Elif Keles; Zheyuan Zhang; Ugur Demir; Ahmet Topcu; Anis Yazidi; Jan Erik Håkegård; et al. (CoRR, 2023)

An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges. - Debesh Jha; Vanshali Sharma; Debapriya Banik; Debayan Bhattacharya; Kaushiki Roy; Steven Alexander Hicks; Nikhil Kumar Tomar; Vajira Thambawita; Adrian Krenzer; Ge-Peng Ji; Sahadev Poudel; George Batchkala; et al. (CoRR, 2023)

Lymph node detection in CT scans using modified U-Net with residual learning and 3D deep network. - Yashwanth Manjunatha; Vanshali Sharma; Yuji Iwahori; Manas Kamal Bhuyan; Aili Wang 001; Akira Ouchi; Yasuhiro Shimizu (Int. J. Comput. Assist. Radiol. Surg., 2023)

A DWT-based encoder-decoder network for Specularity segmentation in colonoscopy images. - Vanshali Sharma; Manas Kamal Bhuyan; Pradip K. Das; Kangkana Bora (Multim. Tools Appl., 2023)

ControlPolypNet: Towards Controlled Colon Polyp Synthesis for Improved Polyp Segmentation. - Vanshali Sharma; Abhishek Kumar; Debesh Jha; Manas Kamal Bhuyan; Pradip K. Das; Ulas Bagci (CVPR Workshops, 2024)

Practical and Ethical Considerations for Generative AI in Medical Imaging. - Debesh Jha; Ashish Rauniyar; Desta Haileselassie Hagos; Vanshali Sharma; Nikhil Kumar Tomar; Zheyuan Zhang; Ilkin Isler; Gorkem Durak; Michael B. Wallace; Cemal Yazici; Tyler M. Berzin; Koushik Biswas; et al. (FAIMI/EPIMI@MICCAI, 2024)

Ethical Framework for Responsible Foundational Models in Medical Imaging. - Abhijit Das; Debesh Jha; Jasmer Sanjotra; Onkar Susladkar; Suramyaa Sarkar; Ashish Rauniyar; Nikhil Kumar Tomar; Vanshali Sharma; Ulas Bagci (CoRR, 2024)

What Appears Appealing May Not be Significant! - A Clinical Perspective of Diffusion Models. - Vanshali Sharma (CoRR, 2024)

PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy. - Debesh Jha; Nikhil Kumar Tomar; Vanshali Sharma; Quoc-Huy Trinh; Koushik Biswas; Hongyi Pan; Ritika Kumari Jha; Gorkem Durak; Alexander Hann; Jonas Varkey; Hang Viet Dao; Long Van Dao; et al. (CoRR, 2024)

Semi-supervised generative adversarial networks for improved colorectal polyp classification using histopathological images. - Pradipta Sasmal; Vanshali Sharma; Allam Jaya Prakash; Manas Kamal Bhuyan; Kiran Kumar Patro; Nagwan M. Abdel Samee; Hayam Alamro; Yuji Iwahori; Ryszard Tadeusiewicz; U. Rajendra Acharya; Pawel Plawiak (Inf. Sci., 2024)

A Multi-Scale Attention Framework for Automated Polyp Localization and Keyframe Extraction From Colonoscopy Videos. - Vanshali Sharma; Pradipta Sasmal; Manas Kamal Bhuyan; Pradip K. Das; Yuji Iwahori; Kunio Kasugai (IEEE Trans Autom. Sci. Eng., 2024)

Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges. - Debesh Jha; Vanshali Sharma; Debapriya Banik; Debayan Bhattacharya; Kaushiki Roy; Steven Alexander Hicks; Nikhil Kumar Tomar; Vajira Thambawita; Adrian Krenzer; Ge-Peng Ji; Sahadev Poudel; George Batchkala; et al. (Medical Image Anal., 2025)

Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification. - Vanshali Sharma; Debesh Jha; Manas Kamal Bhuyan; Pradip K. Das; Ulas Bagci (CoRR, 2025)