{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T16:37:53Z","timestamp":1784738273288,"version":"3.55.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,12,15]]},"DOI":"10.1109\/bigdata59044.2023.10386753","type":"proceedings-article","created":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T18:28:47Z","timestamp":1705948127000},"page":"4843-4847","source":"Crossref","is-referenced-by-count":8,"title":["Explainable NLP Model for Predicting Patient Admissions at Emergency Department Using Triage Notes"],"prefix":"10.1109","author":[{"given":"Emilien","family":"Arnaud","sequence":"first","affiliation":[{"name":"Amiens-Picardy University,Emergency Department,Amiens,France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mahmoud","family":"Elbattah","sequence":"additional","affiliation":[{"name":"Université de Picardie Jules Verne,Laboratoire MIS,Amiens,France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pedro A.","family":"Moreno-S\u00e1nchez","sequence":"additional","affiliation":[{"name":"Tampere University,Faculty of Medicine and Health Technology,Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gilles","family":"Dequen","sequence":"additional","affiliation":[{"name":"Université de Picardie Jules Verne,Laboratoire MIS,Amiens,France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel Aiham","family":"Ghazali","sequence":"additional","affiliation":[{"name":"Amiens-Picardy University,Emergency Department,Amiens,France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Attention is all you need","volume":"30","author":"Vaswani","year":"2017","journal-title":"Proceedings of Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICIRCA51532.2021.9544574"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6479"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.372"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.5220\/0010414508250832"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/jlme.12258"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/vl\/N19-142"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378073"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671335"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI47803.2020.9308571"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.2993291"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP42928.2021.9506393"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI48887.2020.9374393"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3042637"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-90285-5"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.5220\/0011012800003123"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-022-01829-2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SIU53274.2021.9477847"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.2196\/30529"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1167\/tvst.11.3.37"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/NICS56915.2022.10013453"},{"key":"ref23","volume-title":"Natural language processing with Python: analyzing text with the natural language toolkit","author":"Bird","year":"2009"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.645"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2196\/37831"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s40264-022-01153-8"},{"key":"ref27","article-title":"Flaubert: Unsupervised language model pre-training for French","author":"Le","year":"2019","journal-title":"arXiv preprint arXiv:1912.05372"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2022.102264"},{"key":"ref29","article-title":"Huggingfaces transformers: State-of-the-art natural language processing","author":"Wolf","year":"2019","journal-title":"arXiv preprint arXiv:1910.03771"},{"key":"ref30","first-page":"1","article-title":"ktrain: A low-code library for augmented machine learning","volume":"23","author":"Maiya","year":"2020","journal-title":"Journal of Machine Learning Research"},{"key":"ref31","volume-title":"Keras. GitHub Repository","author":"Chollet","year":"2015"},{"key":"ref32","article-title":"Language models are unsupervised multitask learners","volume-title":"Proceedings of the International Conference on Learning Representations (ICLR)","author":"Radford"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1002\/9781119858393.ch14"},{"key":"ref35","first-page":"2825","article-title":"Scikitlearn: Machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2023 IEEE International Conference on Big Data (BigData)","location":"Sorrento, Italy","start":{"date-parts":[[2023,12,15]]},"end":{"date-parts":[[2023,12,18]]}},"container-title":["2023 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10385234\/10386078\/10386753.pdf?arnumber=10386753","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T01:46:31Z","timestamp":1706751991000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10386753\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,15]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/bigdata59044.2023.10386753","relation":{},"subject":[],"published":{"date-parts":[[2023,12,15]]}}}