My areas of interest include Medical Image Analysis, Computer Vision, Multimodal Learning, and Deep Learning. Currently, I am a postdoctoral research associate working on medical report generation and 3D medical image generation using foundation models.
My PhD thesis is woven around deep learning based solutions to various challenges faced during the detection and pathological interpretations of colorectal cancer. My research is focused on developing innovative algorithms and deep learning techniques for medical image analysis based on GANs, diffusion models, and detection and segmentation methodologies. Within this fascinating exploration, I delve into the intricacies of colonoscopy video frames, investigating their quality and unravelling their impact on clinical outcomes. Beyond quality assessment, my work addresses the challenge of the limited availability of medical data using the concept of generative AI.
During my PhD, I have also worked in collaboration with Northwestern University, Chicago, USA, Chubu University, and Aichi Cancer Hospital, Japan. Before joining PhD, I worked as a Senior Research Fellow in a DST project at ICAR-Indian Agricultural Research Institute, New Delhi, India.
04/2024: One paper was accepted for publication at the CVPR 2024 workshop (DCAMI).
12/2023: One paper was published in Information Sciences, Elsevier.
11/2023: One paper was published in IEEE Access.
10/2023: One paper was published in IEEE Transactions on Automation Science and Engineering.
07/2023: Our dataset GastroVision is now available at https://osf.io/84e7f/.
06/2023: One paper was accepted at the ICML workshop in 2023.
03/2023: One paper was accepted at MIDL 2023.
Served as a reviewer for IEEE Transactions on Medical Imaging.
Served as a reviewer for Scientific Reports.
Served as a reviewer for MICCAI 2024.
Served as a reviewer for CVPR 2024.
Served as a reviewer for ICML Workshop on Machine Learning for Multimodal Healthcare Data 2023.
Selected in Student Scholarship Program, AAAI 2023.
Selected to attend Research Week with Google 2023, India.
Awarded INSPIRE Fellowship by Department of Science and Technology (DST), Govt. of India during PhD.
Gold Medalist of 2016-18 batch in M.Tech, Computer Science and Engineering at IIT (ISM) Dhanbad, India.
Secured 1st position in PG-Diploma course (Advanced Computing) at CDAC, Noida, India.
Secured 2nd position in B.Tech, Computer Science and Engineering at UIET, Maharshi Dayanand University, Rohtak, India.
Qualified Gate-2016, Gate-2018 Examinations.
Qualified UGC-NET (Dec 2018).