Rita Roy

Dr. Rita Roy


Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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25 December 2025 in Discover Applied Sciences
Verified
Journal Article
Open access
PDF file
RRRita Roy
Rita Roy
MRMadapadi Bharathi Rani
Madapadi Bharathi Rani
DHDereje Fedasa Hordofa
Dereje Fedasa Hordofa
SMSubhodeep Mukherjee
Subhodeep Mukherjee
Explainable Artificial Intelligence (XAI) is increasingly being recognised as a key enabler of trust, transparency, and accountability in Clinical Decision Support Systems (CDSS). This research performs a systematic literature review of 225 peer-reviewed articles from 2015 to 2025 to discuss the current status of XAI in healthcare, outline dominant research trends, and shed light on emerging challenges. The results show a tenfold rise in global research output, driven by the need for explainable models to enhance diagnostic performance, patient safety, and clinician trust. The thematic clustering results in six main themes, including technical frameworks, human-centred design, ethical aspects, and regulatory compliance. Besides the technical contributions, this review underlines how interdisciplinary findings from the social sciences, ethics, and information science can provide the basis for defining responsible, sustainable use of XAI in the healthcare industry. This study concludes by providing practical recommendations and a research agenda that allow for human-AI collaboration, fairness, and transparency with consistency in policies.

3 October 2022 in Journal of Information and Optimization Sciences
Verified
Journal Article
Closed access
RRRita Roy
Rita Roy
KCKavitha Chekuri
Kavitha Chekuri
GSG. Sandhya
G. Sandhya
SPSurya Kant Pal
Surya Kant Pal
SMSubhodeep Mukherjee
Subhodeep Mukherjee
NMNitish Marada
Nitish Marada
Blockchain Technology will bring a revolutionary change to the food supply chain (FSC). It will improve the visibility and traceability of the flow of food products. This study examined blockchain technology adoption in food supply chain industries in India. This study tried to examine the traceability of the food products across the food supply chain by using blockchain technology. This study will be beneficial to food industries who are thinking for a tracing and tracking mechanisms. The result shows the positivity for blockchain technology adoption in FSC industries. Also, it laid the foundation for blockchain technology adoption in FSC industries to achieve operational excellence. This study shows that with the adoption of blockchain FSC sectors can achieve sustainability in their operations and supply chain.

17 February 2023
Verified
Book Chapter
Closed access
PDF file
RRRita Roy
Rita Roy
MRMarada Ravindra
Marada Ravindra
NMNitish Marada
Nitish Marada
SMSubhodeep Mukherjee
Subhodeep Mukherjee
MBManish Mohan Baral
Manish Mohan Baral

23 January 2025 in Education and Information Technologies
Verified
Journal Article
Closed access
PDF file
RRRohani Rohan
Rohani Rohan
WCWichian Chutimaskul
Wichian Chutimaskul
RRRita Roy
Rita Roy
JHJari Hautamaki
Jari Hautamaki
SFSuree Funilkul
Suree Funilkul
DPDebajyoti Pal
Debajyoti Pal


20 March 2024
Verified
Book Chapter
Closed access
PDF file
ABAjay Kumar Badhan
Ajay Kumar Badhan
ABAbhishek Bhattacherjee
Abhishek Bhattacherjee
RRRita Roy
Rita Roy