activity
20202024
most citedFederated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions

27 citations · 49 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CY2024★ 1 cited

Ethical Framework for Responsible Foundational Models in Medical Imaging

Debesh Jha, Gorkem Durak, Abhijit Das +33

The emergence of foundational models represents a paradigm shift in medical imaging, offering extraordinary capabilities in disease detection, diagnosis, and treatment planning. Th…

cs.AI2023★ 21 cited

A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice

Debesh Jha, Gorkem Durak, Vanshali Sharma +12

Artificial Intelligence (AI) is poised to transform healthcare delivery through revolutionary advances in clinical decision support and diagnostic capabilities. While human experti…

cs.LG2022★ 27 cited

Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions

Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha +4

With the advent of the IoT, AI, ML, and DL algorithms, the landscape of data-driven medical applications has emerged as a promising avenue for designing robust and scalable diagnos…

cs.CY2022

COROID: A Crowdsourcing-based Companion Drones to Tackle Current and Future Pandemics

Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha +1

Due to the current COVID-19 virus, which has already been declared a pandemic by the World Health Organization (WHO), we are witnessing the greatest pandemic of the decade. Million…

cs.MM2022

Video Analytics in Elite Soccer: A Distributed Computing Perspective

Debesh Jha, Ashish Rauniyar, Håvard D. Johansen +4

Ubiquitous sensors and Internet of Things (IoT) technologies have revolutionized the sports industry, providing new methodologies for planning, effective coordination of training,…

eess.IV2020

Automatic Polyp Segmentation using U-Net-ResNet50

Saruar Alam, Nikhil Kumar Tomar, Aarati Thakur +2

Polyps are the predecessors to colorectal cancer which is considered as one of the leading causes of cancer-related deaths worldwide. Colonoscopy is the standard procedure for the…