Using AI in Healthcare: Improving Fraud Detection and Combining Petroleum and Herbal Medicine Insights
Keywords:
Data integration, process optimization, artificial intelligence, fraud detection, healthcare, herbal medicine, petroleum industry, predictive analytics, and interdisciplinary collaborationAbstract
Artificial Intelligence (AI) is revolutionizing multiple sectors by enhancing efficiency, optimizing processes, and driving innovation. This article explores the transformative impact of AI across four diverse fields: healthcare, herbal medicine, the petroleum sector, and their interdisciplinary synergies. In healthcare, AI's applications include advanced diagnostics, personalized treatment, and improved fraud detection. Insights from the petroleum industry, where AI is used for predictive maintenance, exploration optimization, and safety management, offer valuable strategies for enhancing healthcare operations and fraud detection. Additionally, the integration of AI with herbal medicine promises to validate traditional remedies and personalize patient care by combining modern technology with ancient practices. The article highlights how cross-industry insights can lead to novel solutions and enhanced outcomes across different domains. By examining these interdisciplinary connections, the article underscores the potential of AI to bridge gaps, drive innovation, and create a more integrated approach to solving complex challenges, ultimately benefiting society and advancing the frontiers of technology and knowledge.
References
Zhou, Y., Lin, J., & She, Z. (2021). Automatic Construction of Building Code Graph for Regulation Intelligence. ICCREM 2021: Challenges of the Construction Industry under the Pandemic - Proceedings of the International Conference on Construction and Real Estate Management 2021. https://doi.org/10.1061/9780784483848.028
Zeb, S., Nizamullah, F. N. U., Abbasi, N., & Fahad, M. (2024). AI in Healthcare: Revolutionizing Diagnosis and Therapy. International Journal of Multidisciplinary Sciences and Arts, 3(3).
Abbasi, N., Nizamullah, F. N. U., & Zeb, S. (2023). AI IN HEALTHCARE: USING CUTTING-EDGE TECHNOLOGIES TO REVOLUTIONIZE VACCINE DEVELOPMENT AND DISTRIBUTION. JURIHUM: Jurnal Inovasi dan Humaniora, 1(1), 17-29.
Aydın, M., & Yaman, H. (2020). Domain knowledge representation languages and methods for building regulations. Communications in Computer and Information Science, 1188 CCIS. https://ssrn.com/abstract=4645597
Valli, L. N., Sujatha, N., & Geetha, V. (2023, July). Importance of AIOps for Turn Metrics and Log Data: A Survey. In 2023 2nd International Conference on Edge Computing and Applications (ICECAA) (pp. 799-802). IEEE.
Rane, Nitin (2023) Transformers in Industry 4.0, Industry 5.0, and Society 5.0: Roles and Challenges. Available at SSRN: http://dx.doi.org/10.2139/ssrn.4609915
Rane, N. L., Achari, A., & Choudhary, S. P. (2023) enhancing customer loyalty through quality of service: effective strategies to improve customer satisfaction, experience, relationship, and engagement. International Research Journal of Modernization in Engineering Technology and Science, 5(5), 427-452. https://www.doi.org/10.56726/IRJMETS38104
Rane, Nitin (2023) YOLO and Faster R-CNN object detection for smart Industry 4.0 and Industry 5.0: applications, challenges, and opportunities. Available at SSRN: https://ssrn.com/abstract=4624206 or http://dx.doi.org/10.2139/ssrn.4624206
Liu, T., Wang, N., Zhang, L., Zhong, L., 2016. Chinese Herbal Medicine for Functional Abdominal Pain Syndrome: From Clinical Findings to Basic Understandings. Evid Based Complement Alternat Med 2016, 8652523.
Lodhi, S. K., Gill, A. Y., & Hussain, I. (2024). AI-Powered Innovations in Contemporary Manufacturing Procedures: An Extensive Analysis. International Journal of Multidisciplinary Sciences and Arts, 3(4), 15-25.
Liu, Z., Guo, F., Wang, Y., Li, C., Zhang, X., Li, H., Diao, L., Gu, J., Wang, W., Li, D., He, F., 2016. BATMAN-TCM: a Bioinformatics Analysis Tool for Molecular mechanism of Traditional Chinese Medicine. Sci Rep 6, 21146. Lucas, R., McMichael, A., 2005. Association or causation: evaluating links between “environment and disease”. https://www.who.int/bulletin/volumes/83/10/792.pdf. (Accessed: May 1 2020).
Luis, A., Domingues, F., Pereira, L., 2018. Metabolic changes after licorice consumption: A systematic review with meta-analysis and trial sequential analysis of clinical trials. Phytomedicine 39, 17-24.
Lodhi, S. K., Hussain, H. K., & Hussain, I. (2024). Using AI to Increase Heat Exchanger Efficiency: An Extensive Analysis of Innovations and Uses. International Journal of Multidisciplinary Sciences and Arts, 3(4), 1-14.
Shim, S., Sung, S., Lee, M., 2018. Ginsenoyne C, a polyacetylene isolated from Panax Ginseng inhibit inflammatory mediators via regulating extracellular regulated kinases signaling. Phcog. Mag. 14(57), 358 - 362.
Lodhi, S. K., Hussain, I., & Gill, A. Y. (2024). Artificial Intelligence: Pioneering the Future of Sustainable Cutting Tools in Smart Manufacturing. BIN: Bulletin of Informatics, 2(1), 147-162.
Valli, L. N., Sujatha, N., & Divya, D. (2022). A Novel Approach for Credit Card Fraud Detection Using LR Method-Comparative Studies. Eduvest-Journal of Universal Studies, 2(12), 2611-2614.
Steinhorn, D.M., Din, J., Johnson, A., 2017. Healing, spirituality and integrative medicine. Ann Palliat Med 6(3), 237-247.
Sun, Y., Yang, J., 2019. A bioinformatics investigation into the pharmacological mechanisms of the effect of Fufang Danshen on pain based on methodologies of network pharmacology. Sci Rep 9(1), 5913.
Sunshine, A., Laska, E., Meisner, M., 2000. Oral aspirin in post-operative pain: a quantitative, systematic review. Pain 88(3), 309-311.
Talavera, K., Startek, J.B., Alvarez-Collazo, J., Boonen, B., Alpizar, Y.A., Sanchez, A., Naert, R., Nilius, B., 2020. Mammalian Transient Receptor Potential TRPA1 Channels: From Structure to Disease. Physiol Rev 100(2), 725-803.
Jamal, A. (2023). Embracing nature's therapeutic potential: Herbal medicine. International Journal of Multidisciplinary Sciences and Arts, 2(1), 117-126.
Teng, L., Zu, Q., Li, G., Yu, T., Job, K.M., Yang, X., Di, L., Sherwin, C.M., Enioutina, E.Y., 2016. Herbal medicines: challenges in the modern world. Part 3. China and Japan. Expert Rev Clin Pharmacol 9(9), 1225-1233.
Triolet, J., Shaik, A.A., Gallaher, D.D., O'Sullivan, M.G., Xing, C., 2012. Reduction in colon cancer risk by consumption of kava or kava fractions in carcinogen-treated rats. Nutr Cancer 64(6), 838-846.
Van Wyk, B.E., 2020. A family-level floristic inventory and analysis of medicinal plants used in Traditional African Medicine. J Ethnopharmacol 249, 112351.
Zeb, S., Nizamullah, F. N. U., Abbasi, N., & Qayyum, M. U. (2024). Transforming Healthcare: Artificial Intelligence's Place in Contemporary Medicine. BULLET: Jurnal Multidisiplin Ilmu, 3(4).
VH Nutrition, Kava Kava. https://www.amazon.com/700mg-Capsules-Methysticum-ExtractSupply/dp/B07B3PLXNY. (Accessed: May 1 2020).
Walle, G., 2018. Kava Kava: Benefits, Side Effects and Dosage. https://www.healthline.com/nutrition/kava-kava#section1. (Accessed: May 1 2020).
Wambebe, C., 2018. African Indigenous Medical Knowledge and Human Health, 1st ed. CRC Press, Boca Raton. Wang, J., Zhang, X., Lan, H., Wang, W., 2017. Effect of garlic supplement in the management of type 2 diabetes mellitus (T2DM): a meta-analysis of randomized controlled trials. Food Nutr Res 61(1), 1377571.
Wang, S., Wu, S., Liu, S., 2019. Integration of (+)-catechin and beta-sitosterol to achieve excellent radical-scavenging activity in emulsions. Food Chem 272, 596-603.
Chaudhry, A. U., Muneer, R., Lashari, Z. A., Hashmet, M. R., Osei-Bonsu, K., Abdala, A., & Rabbani, H. S. (2024). Recent advancements in novel nanoparticles as foam stabilizer: Prospects in EOR and CO2 sequestration. Journal of Molecular Liquids, 125209.
Wang, Y., Narayanapillai, S.C., Tessier, K.M., Strayer, L.G., Upadhyaya, P., Hu, Q., Kingston, R., Salloum, R.G., Lu, J., Hecht, S.S., Hatsukami, D.K., Fujioka, N., Xing, C., 2020. The Impact of One-week Dietary Supplementation with Kava on Biomarkers of Tobacco Use and Nitrosamine-based Carcinogenesis Risk among Active Smokers. Cancer Prev Res (Phila) 13(5), 483-492
Lodhi, S. K., Gill, A. Y., & Hussain, H. K. (2024). Green Innovations: Artificial Intelligence and Sustainable Materials in Production. BULLET: Jurnal Multidisiplin Ilmu, 3(4), 492-507.
Watanabe, K., Matsuura, K., GAO, P., Hottenbacher, L., Tokunaga, H., Nishimura, K., Imazu, Y., Reissenweber, H., Witt, C., 2011. Traditional Japanese Kampo Medicine: Clinical Research between Modernity and Traditional Medicine - The State of Research and Methodological Suggestions for the Future. Evidence-based Complementary and Alternative Medicine: eCAM 2011. Article ID: 513842.
Lodhi, S. K., Hussain, H. K., & Gill, A. Y. (2024). Renewable Energy Technologies: Present Patterns and Upcoming Paths in Ecological Power Production. Global Journal of Universal Studies, 1(1), 108-131.
Lodhi, S. K., Gill, A. Y., & Hussain, I. (2024). 3D Printing Techniques: Transforming Manufacturing with Precision and Sustainability. International Journal of Multidisciplinary Sciences and Arts, 3(3), 129-138.
Williamson, E.M., 2005. Interactions between herbal and conventional medicines. Expert Opin Drug Saf 4(2), 355-378.
Xu, R., Fidler, J., Musser, J., 2005. Bioactive compounds from Tripterygium wilfordii. Stud. Nat. Prod. Chem. 32, 773 - 801.
Abbasi, N., Nizamullah, F. N. U., & Zeb, S. (2023). AI in Healthcare: Integrating Advanced Technologies with Traditional Practices for Enhanced Patient Care. BULLET: Jurnal Multidisiplin Ilmu, 2(3), 546-556.
Yakubo, S., Ito, M., Ueda, Y., Okamoto, H., Kimura, Y., Amano, Y., Togo, T., Adachi, H., Mitsuma, T., Watanabe, K., 2014. Pattern Classification in Kampo Medicine. Evidence-Based Complementary and Alternative Medicine 2014, 535146.
Khan, M. A., Aamir, M., Asad, M., Junaid, M., Lalji, S. M., Ali, S. I., & Sun, J. (2023, October). Investigating the Effect of Salt, Polymer and Magnetic Nanoparticles on Critical Drilling Parameters—Coupled with Novel 3D Image Processing Technique. In Abu Dhabi International Petroleum Exhibition and Conference (p. D031S081R004). SPE.
Yeh, G.Y., Eisenberg, D.M., Kaptchuk, T.J., Phillips, R.S., 2003. Systematic review of herbs and dietary supplements for glycemic control in diabetes. Diabetes Care 26(4), 1277-1294. Journal Pre-proof 35
Yoshino, T., Katayama, K., Horiba, Y., Munakata, K., Yamaguchi, R., Imoto, S., Miyano, S., Mima, H., Watanabe, K., 2016. Predicting Japanese Kampo formulas by analyzing database of medical records: a preliminary observational study. BMC Med Inform Decis Mak 16, 118.
Zeisel, S.H., 1981. Dietary choline: biochemistry, physiology, and pharmacology. Annu Rev Nutr 1, 95-121.
Zhang, R., Zhu, X., Bai, H., Ning, K., 2019. Network Pharmacology Databases for Traditional Chinese Medicine: Review and Assessment. Front Pharmacol 10, 123.
Zhang, T., Wu, Q., Zhang, Z., 2020. Probable Pangolin Origin of SARS-CoV-2 Associated with the COVID-19 Outbreak. Curr Biol 30(7), 1346-1351 e1342.
Zhao, X., Zijian, L., Fan, T., Zheng, J., 2015. A novel drug discovery strategy inspired by traditional medicine philosophies. Science 347(6219 Suppl), S38- S40.
Zheng, W., Wu, J., Gu, J., Weng, H., Wang, J., Wang, T., Liang, X., Cao, L., 2020. Modular Characteristics and Mechanism of Action of Herbs for Endometriosis Treatment in Chinese Medicine: A Data Mining and Network Pharmacology-Based Identification. Front Pharmacol 11, 147.
