{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T08:50:18Z","timestamp":1777107018762,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,11,14]]},"DOI":"10.1145\/3787279.3787323","type":"proceedings-article","created":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T07:38:47Z","timestamp":1777102727000},"page":"275-280","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Precision Physician Allocation System"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-4679-2486","authenticated-orcid":false,"given":"Gurdit","family":"Singh","sequence":"first","affiliation":[{"name":"Computer Science, Birmingham City University, Birmingham, England, United Kingdom,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7851-2327","authenticated-orcid":false,"given":"Muhammad","family":"Afzal","sequence":"additional","affiliation":[{"name":"Computer Science, Birmingham City University, Birmingham, England, United Kingdom,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1255-9552","authenticated-orcid":false,"given":"Huseyin","family":"Seker","sequence":"additional","affiliation":[{"name":"Computer Systems, University of Sharjah, Sharjah, United Arab Emirates,"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,4,25]]},"reference":[{"key":"e_1_3_3_1_1_2","doi-asserted-by":"crossref","unstructured":"Charalambos Themistocleous Kimberly Webster Alexandros Afthinos and Kyrana Tsapkini. \"Part of Speech Production in Patients With Primary Progressive Aphasia: An Analysis Based on Natural Language Processing.\" ajslp Journal (2021)","DOI":"10.1044\/2020_AJSLP-19-00114"},{"key":"e_1_3_3_1_2_2","volume-title":"Advancements, Challenges, and Future Directions.\" Cornell University Logo","author":"Jin Ali LLM","year":"2024","unstructured":"Jin Ali, Saleh Afroogh. \"Navigating LLM Ethics: Advancements, Challenges, and Future Directions.\" Cornell University Logo (2024)."},{"key":"e_1_3_3_1_3_2","unstructured":"Kumar Saurabh. \"Doctor's Speciality.\" Kaggle (2020)."},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"crossref","unstructured":"Radu Stefan George Carutasu & Marian Mocan. \"Ethical Considerations in the Implementation and Usage of Large Language Models.\" SpringerLink (2023).","DOI":"10.1007\/978-3-031-54671-6_10"},{"key":"e_1_3_3_1_5_2","volume-title":"a position paper from the perspective of trustworthy and responsible AI modeling.\" SpringerLink","author":"Sarker H.","year":"2024","unstructured":"Sarker, Iqbal H. \"LLM potentiality and awareness: a position paper from the perspective of trustworthy and responsible AI modeling.\" SpringerLink (2024)."},{"key":"e_1_3_3_1_6_2","first-page":"32","volume-title":"Deep learning for predictive analytics in healthcare,\" in The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019)","author":"Muniasamy S.","year":"2020","unstructured":"A. Muniasamy, S. Tabassam, M. A. Hussain, H. Sultana, V. Muniasamy, and R. Bhatnagar, \"Deep learning for predictive analytics in healthcare,\" in The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019), vol. 4, Springer International Publishing, 2020, pp. 32-42."},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1186\/s43067-023-00108-y"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3049325"},{"key":"e_1_3_3_1_9_2","volume-title":"The environmental enrichment model revisited: A translatable paradigm to study the stress of our modern lifestyle. European Journal of Neuroscience, 55(9-10), 2359-2392","author":"Rojas\u2010Carvajal M.","year":"2022","unstructured":"Rojas\u2010Carvajal, M., Sequeira\u2010Cordero, A., & Brenes, J. C. (2022). The environmental enrichment model revisited: A translatable paradigm to study the stress of our modern lifestyle. European Journal of Neuroscience, 55(9-10), 2359-2392."},{"key":"e_1_3_3_1_10_2","volume-title":"Artificial intelligence and machine learning in precision medicine: A paradigm shift in big data analysis. Progress in molecular biology and translational science, 190(1), 57-100","author":"Sahu M.","year":"2022","unstructured":"Sahu, M., Gupta, R., Ambasta, R. K., & Kumar, P. (2022). Artificial intelligence and machine learning in precision medicine: A paradigm shift in big data analysis. Progress in molecular biology and translational science, 190(1), 57-100."},{"key":"e_1_3_3_1_11_2","volume-title":"Enterprise imaging and big data: A review from a medical physics perspective. Physica Medica, 83, 206-220","author":"McCarthy N.","year":"2021","unstructured":"McCarthy, N., Dahlan, A., Cook, T. S., O'Hare, N., Ryan, M. L., St John, B., ... & Curran, K. M. (2021). Enterprise imaging and big data: A review from a medical physics perspective. Physica Medica, 83, 206-220"}],"event":{"name":"ICAAI 2025: 2025 9th International Conference on Advances in Artificial Intelligence","location":"Manchester United Kingdom","acronym":"ICAAI 2025"},"container-title":["Proceedings of the 2025 9th International Conference on Advances in Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3787279.3787323","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T08:22:17Z","timestamp":1777105337000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3787279.3787323"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,14]]},"references-count":11,"alternative-id":["10.1145\/3787279.3787323","10.1145\/3787279"],"URL":"https:\/\/doi.org\/10.1145\/3787279.3787323","relation":{},"subject":[],"published":{"date-parts":[[2025,11,14]]},"assertion":[{"value":"2026-04-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}