journals

A Review on Deep Learning and Traumatic Brain Injury

Author(s): Thilagavathi M*, Varalakshmi M, Shreya Sonawane, Riddhi Panchal, Omm Malhotra, Hardik Bhawnani, Anusha Garg, Prabhuraj AR, Peer Mohideen PU
Volume: 6 Issue: 1 Pages: 274-314
DOI: https://doi.org/10.47857/irjms.2025.v06i01.02497


Abstract Traumatic Brain Injury (TBI) disrupts the brain’s usual functioning and can lead to temporary or permanent neurological defects. Detecting and treating TBI at an early stage can considerably improve the recovery time and avoid serious complications. Doctors rely on medical imaging to diagnose TBIs. As against the manual detection methods which may overlook subtle […]

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Therapeutic Potential of Bioactive Compounds from Millettia pinnata: Computational and In Vitro Approaches

Author(s): Iadalin Ryntathiang, Yagavel Pooja, Jabir Padathpeedika Khalid, Archana Behera, Madhumitha Murugesan, Monisha Prasad, Mukesh Kumar Dharmalingam Jothinathan*
Volume: 6 Issue: 1 Pages: 263-273
DOI: https://doi.org/10.47857/irjms.2025.v06i01.02494


Abstract Osteosarcoma is a very aggressive malignancy mostly of the long bones, including the arms and legs, and is most common in children and young adults. Defined by the uncontrolled proliferation of immature bone cells, this malignancy can lead to discomfort, edema, and the spread of cancer to distant sites. The objective of this work

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Grey Swans and Investor Delusions in the Indian Stock Market

Author(s): Safeeda KA*, Ganesh R
Volume: 6 Issue: 1 Pages: 250-262
DOI: https://doi.org/10.47857/irjms.2025.v06i01.02431


Abstract This study extensively investigated the investor delusion in the Indian securities market over ten years (2013-2023), focusing on the grey swan period of 2020-23 using Nifty50 index data. The study fully addresses overconfidence bias at many levels. It initially checks for market-level overconfidence bias and then confirms it across NIFTY50 Index sectors. The study

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A Hybrid CNN-Transformer Deep Learning Framework with Convolutional Block Attention Module for Enhanced Gastrointestinal Endoscopy Analysis

Author(s): Pradeepan P*, Gladston Raj S, Juby George K
Volume: 6 Issue: 1 Pages: 238-249
DOI: https://doi.org/10.47857/irjms.2025.v06i01.02299


Abstract Gastrointestinal (GI) endoscopy is crucial for the diagnosis of digestive diseases. It provides detailed visual information about the GI tract and helps identify abnormalities. However, the analysis of endoscopic images is challenging due to their complexity and variations caused by factors like lighting, texture and patient movement. These challenges highlight the need for advanced

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Operational Planning of Hybrid Power Management for Load Based on Versatile Energy Spectral Algorithm

Author(s): Sathish Kumar D*, Vanitha U, Mohamed Ibrahim A, Lalitha B
Volume: 6 Issue: 1 Pages: 226-237
DOI: https://doi.org/10.47857/irjms.2025.v06i01.01923


Abstract In a hybrid energy system, the operational strategy is to allocate energy sources depending on their availability to match the load demand. To optimize system performance while reducing operating costs, it must compute the energy flow from the hybrid energy system sources to various loads, as well as the charging and discharging of storage

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Issues and Challenges Faced by Social Entrepreneurs in Sustaining the Agricultural Sector

Author(s): Rosmiza Mohd Zainol* , Nazahah Rahim
Volume: 6 Issue: 1 Pages: 460-471
DOI: https://doi.org/10.47857/irjms.2025.v06i01.02829


Abstract The need for the welfare of farmers and sustainable agricultural supply chains has become increasingly urgent in a market that often prioritizes profit over environmental and social concerns. Consequently, agricultural entrepreneurship through the role of social entrepreneurs in driving innovation and entrepreneurship initiatives is seen as a viable solution to address social issues among

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Accelerating Insurance with AI Technology: A Bibliometric Study

Author(s): Arnab Das Sharma, Muthumeenakshi M*
Volume: 6 Issue: 1 Pages: 980-994
DOI: https://doi.org/10.47857/irjms.2025.v06i01.03012


Abstract Insurtech uses cutting-edge technologies like artificial intelligence (AI), big data, blockchain, and the Internet of Things (IoT) to revolutionize the insurance sector, tackling weaknesses by improving product innovation, efficiency, and cost savings. Furthermore, contemporary technology enable insurers to implement pay-as-you-drive or pay-how-you-drive auto insurance, as well as dynamic underwriting, which will replace an annual

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Impact of Allium sativum on Callosobruchus maculatus Adult Emergence, Egg Laying and Protectant Potency of Stored Cowpea

Author(s): E Al-Shareefi*, Nebras M Sahi, Wurood Alwan Kadhim, Samerh Sh Hamood,Nada A Karbel
Volume: 6 Issue: 1 Pages: 451-459
DOI: https://doi.org/10.47857/irjms.2025.v06i01.02827


Abstract Pulses are considered a great protein source in Asia and the majority of other developing countries around the world. Post-harvest damages and quality impairment due to storage pests pose a significant challenge for agricultural communities in Middle East countries. As a replacement for the constructed pesticide and bulb oil extract of garlic, Allium sativum

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Fractured Identities: Caste, Gender and Violence in Poonachi: The Story of a Black Goat and One Part Woman

Author(s): G Akil Raj*, Anderleen Diana Lazarus
Volume: 6 Issue: 1 Pages: 968-979
DOI: https://doi.org/10.47857/irjms.2025.v06i01.02966


Abstract This study analyzes Perumal Murugan’s Poonachi: The Story of a Black Goat and One Part Woman to explore the multifaceted theme of fractured identity within the context of caste, gender, and violence in India. Murugan’s novels offer a powerful lens through which to examine the complex interplay between personal and collective identities as characters

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Linking Culture to Performance: How Organizational Culture Drives Employee Success at PT Cyberindo Aditama (CBN)

Author(s): Sulaiman Helmi*, Yayan Sofyan, Trievanni Chantika, Muh Asriadi AM
Volume: 6 Issue: 1 Pages: 441-450
DOI: https://doi.org/10.47857/irjms.2025.v06i01.02304


Abstract This study seeks to assess the impact of the corporate environment on worker productivity at PT Cyberindo Aditama (CBN), with an emphasis on the effect of satisfaction with work as a mediator. This study employs a quantitative approach using the SmartPLS analytic method to investigate the relationship between the culture of an organization, satisfaction

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