A Novel System for AYUSH Healthcare Services using Classification and Regression
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Abstract
There are roughly 4000 AYUSH hospitals spread out across India under various councils and hospitals run by the Indian government. Today’s atmosphere makes it more challenging than ever to locate a suitable AYUSH facility for the treatment. The AYUSH Ministry provides India’s top option for healthcare delivery. The government is examining strategies to lower expenditures while enhancing patient care. We are proposing the ground-breaking idea of e-healthcare which involves various novel features like suggesting various tools to the patients those need to communicate with the healthcare professionals as per their convenience remotely. This research suggests an interactive system using Android in line with this trend. By integrating different bio-medical data sources that contain information pertinent to the hospital demographics, their inpatient procedure rates, Outpatient department, etc., we proposed a system that surveys on the various AYUSH hospitals to find. This system uses the Google Map API for tracking and highlighting the location to the nearby AYUSH hospitals with opening and closing timings. Additionally, the proposed system plays a crucial role in emergency scenarios by supporting the user in performing the necessary first aid techniques. Using this strategy, the entire system demonstrates that this research provides a superior method for making decisions than past studies.
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Suresh, Yeresime, T. Vineeth Kumar, Firdous Afreen, Mohammed Muniruddin, and Cheella Ashwith Kumar. "AAYU APP-Mobile Application for Healthcare Management System." In 2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT), pp. 808-813. IEEE, 2020.
Luschi, Alessio, Andrea Belardinelli, L. Marzi, Francesco Frosini, Roberto Miniati, and Ernesto Iadanza. "Careggi Smart hospital: A mobile app for patients, citizens and healthcare staff." In IEEE-EMBS international conference on biomedical and health informatics (BHI), pp. 125-128. IEEE, 2014.
Ponmalar, A., S. Maansi, S. Mahalakshmi, M. Shalini, and Rinthya Madhavan. "Mobile Application for Hospital Management System." In 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS), pp. 1434-1437. IEEE, 2021.
Koyuncu, Baki, and Hakan Koyuncu. "Intelligent Hospital Management System (IHMS)." In 2015 International Conference on Computational Intelligence and Communication Networks (CICN), pp. 1602-1604. IEEE, 2015.
Spies, Chel-Mari, Abdelbaset Khalaf, and Yskandar Hamam. "Development of a first aid smartphone app for use by untrained healthcare workers." The African Journal of Information and Communication 20 (2017): 31-47.
Ketmaneechairat, Hathairat, Kittithud Jongsiriworachot, and Chanatip Thangtoon. "Mobile search engine for medicine information on smartphone." In 2017 Twelfth International Conference on Digital Information Management (ICDIM), pp. 197-201. IEEE, 2017.
Nutdanai, S., L. Pornthip, and A. Sanpanich. "Development of an information system for medical equipment management in hospitals." In 2016 9th Biomedical Engineering International Conference (BMEiCON), pp. 1-5. IEEE, 2016.
Samal, Janmejaya. "Role of AYUSH workforce, therapeutics, and principles in health care delivery with special reference to National Rural Health Mission." Ayu 36, no. 1 (2015): 5.
H. Goto, Y. Hasegawa, and M. Tanaka, “Efficient Scheduling Focusing on the Duality of MPL Representatives,” Proc. IEEE Symp. Computational Intelligence in Scheduling (SCIS 07), IEEE Press, Dec. 2007, pp. 57-64, doi:10.1109/SCIS.2007.357670.
Sandeep Pande and Manna Sheela Rani Chetty, “Analysis of Capsule Network (Capsnet) Architectures and Applications”, Journal of Advanced Research in Dynamical and Control Systems, Vol. 10, No. 10, pp. 2765-2771, 2018.
Sandeep Pande and Manna Sheela Rani Chetty, “Bezier Curve Based Medicinal Leaf Classification using Capsule Network”, International Journal of Advanced Trends in Computer Science and Engineering, Vol. 8, No. 6, pp. 2735-2742, 2019.
Pande S.D., Chetty M.S.R. (2021) Fast Medicinal Leaf Retrieval Using CapsNet. In: Bhattacharyya S., Nayak J., Prakash K.B., Naik B., Abraham A. (eds) International Conference on Intelligent and Smart Computing in Data Analytics. Advances in Intelligent Systems and Computing, vol 1312.
Tartan, Emre Oner, and Cebrail Ciflikli. "An android application for geolocation based health monitoring, consultancy and alarm system." In 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC), vol. 2, pp. 341-344. IEEE, 2018.
Das, Rajib Chandra, and Tauhidul Alam. "Location based emergency medical assistance system using OpenstreetMap." In 2014 International Conference on Informatics, Electronics & Vision (ICIEV), pp. 1-5. IEEE, 2014.
Rahmi, Anisa, I. Nyoman Piarsa, and Putu Wira Buana. "FinDoctor-interactive android clinic geographical information system using firebase and google maps API." International Journal of New Technology and Research 3, no. 7 (2017): 263272.
Ozdalga, Errol, Ark Ozdalga, and Neera Ahuja. "The smartphone in medicine: a review of current and potential use among physicians and students." Journal of medical Internet research 14, no. 5 (2012): e1994.
Oh, Kyo-Joong, Dongkun Lee, Byungsoo Ko, and Ho-Jin Choi. "A chatbot for psychiatric counseling in mental healthcare service based on emotional dialogue analysis and sentence generation." In 2017 18th IEEE international conference on mobile data management (MDM), pp. 371-375. IEEE, 2017.
Sheth, Amit, Hong Yung Yip, and Saeedeh Shekarpour. "Extending patient-chatbot experience with internet-of-things and background knowledge: case studies with healthcare applications." IEEE intelligent systems 34, no. 4 (2019): 24-30.
Thanuja, R., and Ranjith Balakrishnan. "Real time sleep apnea monitor using ECG." In 2013 IEEE Conference on Information & Communication Technologies, pp. 973-976. IEEE, 2013.
Harja, Yuda Dian, and Riyanarto Sarno. "Determine the best option for nearest medical services using Google maps API, Haversine and TOPSIS algorithm." In 2018 international conference on information and communications technology (ICOIACT), pp. 814-819. IEEE, 2018.
Doukas, Charalampos, Thomas Pliakas, and Ilias Maglogiannis. "Mobile healthcare information management utilizing Cloud Computing and Android OS." In 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, pp. 1037-1040. IEEE, 2010.
Xiaoming Zeng, M. D. "Redefining the Roles of Health Information Management Professionals in Health Information Technology." Perspectives in Health Information Management (2009): 1.
Ammenwerth, Elske, Stefan Gräber, Gabriele Herrmann, Thomas Bürkle, and Jochem König. "Evaluation of health information systems—problems and challenges." International journal of medical informatics 71, no. 2-3 (2003): 125-135.
PALLAVI, R., and RAJA T. KUMAR. "Mobile App to Search for Nearest Hospital and Healthcare Management System." (2016).
Chandran, D., Sayali Adarkar, Apurva Joshi, and Preeti Kajbaje. "Digital medicine: An android based application for health care system." Int. Res. J. Eng. Technol. 4, no. 4 (2017): 2319-2322.
Sunitha, Gurram. "Intelligent System to Find the Health Care Centers for Senior Citizens Based on Disease and Nearest Locations using GPS." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12, no. 2 (2021): 2140-2150.
Ismail, N. S., Shahreen Kasim, Y. Yah Jusoh, Rohayanti Hassan, and Ayu Alyani. "Medical appointment application." Acta Electronica Malaysia 1, no. 2 (2017): 5-9.
Zahedi, Fatemeh Mariam, Huimin Zhao, Patrick Sanvanson, Nitin Walia, Hemant Jain, and Reza Shaker. "My Real Avatar has a Doctor Appointment in the Wepital: A System for Persistent, Efficient, and Ubiquitous Medical Care." Information & Management 59, no. 8 (2022): 103706.
Denecke, Kerstin, Mauro Tschanz, Tim Lucas Dorner, and Richard May. "Intelligent conversational agents in healthcare: hype or hope." Stud Health Technol Inform 259 (2019): 77-84.
Badlani, Sagar, Tanvi Aditya, Meet Dave, and Sheetal Chaudhari. "Multilingual Healthcare Chatbot Using Machine Learning." In 2021 2nd International Conference for Emerging Technology (INCET), pp. 1-6. IEEE, 2021.
Sandeep Pande and Manna Sheela Rani Chetty, “Analysis of Capsule Network (Capsnet) Architectures and Applications”, Journal of Advanced Research in Dynamical and Control Systems, Vol. 10, No. 10, pp. 2765-2771, 2018.
Sandeep Pande and Manna Sheela Rani Chetty, “Bezier Curve Based Medicinal Leaf Classification using Capsule Network”, International Journal of Advanced Trends in Computer Science and Engineering, Vol. 8, No. 6, pp. 2735-2742, 2019.
Pande S.D., Chetty M.S.R. (2021) Fast Medicinal Leaf Retrieval Using CapsNet. In: Bhattacharyya S., Nayak J., Prakash K.B., Naik B., Abraham A. (eds) International Conference on Intelligent and Smart Computing in Data Analytics. Advances in Intelligent Systems and Computing, vol 1312.