{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:07:40Z","timestamp":1750306060124,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,7,2]],"date-time":"2017-07-02T00:00:00Z","timestamp":1498953600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"American University of Beirut Research Board (URB)","award":["103186"],"award-info":[{"award-number":["103186"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,7,2]]},"DOI":"10.1145\/3079452.3079498","type":"proceedings-article","created":{"date-parts":[[2017,7,5]],"date-time":"2017-07-05T12:20:03Z","timestamp":1499257203000},"page":"175-179","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["CCS Coding of Discharge Diagnoses via Deep Neural Networks"],"prefix":"10.1145","author":[{"given":"Chadi","family":"Helwe","sequence":"first","affiliation":[{"name":"American University of Beirut, Beirut, Lebanon"}]},{"given":"Shady","family":"Elbassuoni","sequence":"additional","affiliation":[{"name":"American University of Beirut, Beirut, Lebanon"}]},{"given":"Mirabelle","family":"Geha","sequence":"additional","affiliation":[{"name":"American University of Beirut, Beirut, Lebanon"}]},{"given":"Eveline","family":"Hitti","sequence":"additional","affiliation":[{"name":"American University of Beirut, Beirut, Lebanon"}]},{"given":"Carla","family":"Makhlouf Obermeyer","sequence":"additional","affiliation":[{"name":"American University of Beirut, Beirut, Lebanon"}]}],"member":"320","published-online":{"date-parts":[[2017,7,2]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.01.082"},{"volume-title":"Proceedings of the AMIA Symposium. American Medical Informatics Association, 17","year":"2001","author":"Aronson Alan R","key":"e_1_3_2_1_2_1"},{"volume-title":"Proceedings of the AMIA Annual Fall Symposium. American Medical Informatics Association, 485","year":"1997","author":"Aronson Alan R","key":"e_1_3_2_1_3_1"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.4316\/AECE.2013.01015"},{"key":"e_1_3_2_1_5_1","first-page":"41","article-title":"Learning low dimensional representations of medical concepts","volume":"2016","author":"Choi Youngduck","year":"2016","journal-title":"AMIA Summits on Translational Science Proceedings"},{"key":"e_1_3_2_1_6_1","unstructured":"Healthcare Cost Utilization Project (HCUP) etal 2008. Clinical Classifications Software (CCS) for ICD-9-CM. 2008. (2008).  Healthcare Cost Utilization Project (HCUP) et al. 2008. Clinical Classifications Software (CCS) for ICD-9-CM. 2008. (2008)."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/1572392.1572416"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Richard Farkas and Gyorgy Szarvas. 2008. Automatic construction of rule-based ICD-9-CM coding systems. BMC bioinformatics 9 3 (2008) S10.  Richard Farkas and Gyorgy Szarvas. 2008. Automatic construction of rule-based ICD-9-CM coding systems. BMC bioinformatics 9 3 (2008) S10.","DOI":"10.1186\/1471-2105-9-S3-S10"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/5254.708428"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_1_11_1","unstructured":"MBA Ira Goldstein and MLS Anna Arzumtsyan. 2007. Three approaches to automatic assignment of ICD-9-CM codes to radiology reports. (2007).  MBA Ira Goldstein and MLS Anna Arzumtsyan. 2007. Three approaches to automatic assignment of ICD-9-CM codes to radiology reports. (2007)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Alistair EW Johnson Tom J Pollard Lu Shen Li-wei H Lehman Mengling Feng Mohammad Ghassemi Benjamin Moody Peter Szolovits Leo Anthony Celi and Roger G Mark. 2016. MIMIC-III a freely accessible critical care database. Scientific data 3 (2016).  Alistair EW Johnson Tom J Pollard Lu Shen Li-wei H Lehman Mengling Feng Mohammad Ghassemi Benjamin Moody Peter Szolovits Leo Anthony Celi and Roger G Mark. 2016. MIMIC-III a freely accessible critical care database. Scientific data 3 (2016).","DOI":"10.1038\/sdata.2016.35"},{"key":"e_1_3_2_1_13_1","volume-title":"BioCreative Challenge Evaluation Workshop","volume":"2","author":"Lana-Serrano Sara","year":"2013"},{"key":"e_1_3_2_1_14_1","unstructured":"Zachary C Lipton David C Kale Charles Elkan and Randall Wetzell. 2015. Learning to diagnose with LSTM recurrent neural networks. arXiv preprint arXiv:1511.03677 (2015).  Zachary C Lipton David C Kale Charles Elkan and Randall Wetzell. 2015. Learning to diagnose with LSTM recurrent neural networks. arXiv preprint arXiv:1511.03677 (2015)."},{"key":"e_1_3_2_1_15_1","unstructured":"Lucian Vlad Lita Shipeng Yu Radu Stefan Niculescu and Jinbo Bi. 2008. Large scale diagnostic code classification for medical patient records.. In IJCNLP. Citeseer 877--882.  Lucian Vlad Lita Shipeng Yu Radu Stefan Niculescu and Jinbo Bi. 2008. Large scale diagnostic code classification for medical patient records.. In IJCNLP. Citeseer 877--882."},{"key":"e_1_3_2_1_16_1","unstructured":"Tomas Mikolov Kai Chen Greg Corrado and Jeffrey Dean. 2013. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 (2013).  Tomas Mikolov Kai Chen Greg Corrado and Jeffrey Dean. 2013. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 (2013)."},{"volume-title":"Proceedings of the AMIA Symposium. American Medical Informatics Association, 595","year":"2000","author":"Morris William C","key":"e_1_3_2_1_17_1"},{"key":"e_1_3_2_1_18_1","unstructured":"Razvan Pascanu Caglar Gulcehre Kyunghyun Cho and Yoshua Bengio. 2013. How to construct deep recurrent neural networks. arXiv preprint arXiv:1312.6026 (2013).  Razvan Pascanu Caglar Gulcehre Kyunghyun Cho and Yoshua Bengio. 2013. How to construct deep recurrent neural networks. arXiv preprint arXiv:1312.6026 (2013)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2013-002159"},{"key":"e_1_3_2_1_20_1","unstructured":"Adler J Perotte FrankWood Noemie Elhadad and Nicholas Bartlett. 2011. Hierarchically supervised latent Dirichlet allocation. In Advances in Neural Information Processing Systems. 2609--2617.   Adler J Perotte FrankWood Noemie Elhadad and Nicholas Bartlett. 2011. Hierarchically supervised latent Dirichlet allocation. In Advances in Neural Information Processing Systems. 2609--2617."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI.2013.15"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2512089.2512100"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-3409"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835831"}],"event":{"name":"DH '17: International Conference on Digital Health","sponsor":["SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","ACM Association for Computing Machinery"],"location":"London United Kingdom","acronym":"DH '17"},"container-title":["Proceedings of the 2017 International Conference on Digital Health"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3079452.3079498","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3079452.3079498","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:03:41Z","timestamp":1750215821000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3079452.3079498"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,7,2]]},"references-count":24,"alternative-id":["10.1145\/3079452.3079498","10.1145\/3079452"],"URL":"https:\/\/doi.org\/10.1145\/3079452.3079498","relation":{},"subject":[],"published":{"date-parts":[[2017,7,2]]},"assertion":[{"value":"2017-07-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}