{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T11:19:35Z","timestamp":1774696775678,"version":"3.50.1"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030530358","type":"print"},{"value":"9783030530365","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,8,7]],"date-time":"2020-08-07T00:00:00Z","timestamp":1596758400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,8,7]],"date-time":"2020-08-07T00:00:00Z","timestamp":1596758400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-53036-5_30","type":"book-chapter","created":{"date-parts":[[2020,8,6]],"date-time":"2020-08-06T12:07:37Z","timestamp":1596715657000},"page":"274-283","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["The Use of Artificial Intelligence for Clinical Coding Automation: A Bibliometric Analysis"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8099-3043","authenticated-orcid":false,"given":"A.","family":"Ramalho","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8576-1903","authenticated-orcid":false,"given":"J.","family":"Souza","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2113-9653","authenticated-orcid":false,"given":"A.","family":"Freitas","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,7]]},"reference":[{"issue":"7","key":"30_CR1","doi-asserted-by":"publisher","first-page":"372","DOI":"10.12968\/hmed.2008.69.7.30409","volume":"69","author":"A Tatham","year":"2008","unstructured":"Tatham, A.: The increasing importance of clinical coding. Br. J. Hosp. Med. 69(7), 372\u2013373 (2008)","journal-title":"Br. J. Hosp. Med."},{"issue":"6","key":"30_CR2","doi-asserted-by":"publisher","first-page":"646","DOI":"10.1136\/jamia.2009.001024","volume":"17","author":"MH Stanfill","year":"2010","unstructured":"Stanfill, M.H., Williams, M., Fenton, S.H., Jenders, R.A., Hersh, W.R.: A systematic literature review of automated clinical coding and classification systems. J. Am. Med. Inf. Assoc. 17(6), 646\u2013651 (2010)","journal-title":"J. Am. Med. Inf. Assoc."},{"key":"30_CR3","unstructured":"WHO International Classification of Diseases (ICD) Information Sheet. \nhttps:\/\/www.who.int\/classifications\/icd\/factsheet\/en\/\n\n. Accessed 22 Feb 2020"},{"key":"30_CR4","doi-asserted-by":"crossref","unstructured":"Ferr\u00e3o, JC., Oliveira, MD., Janela, F., Martins, HMG.: Clinical coding support based on structured data stored in electronic health records. In: 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, pp. 790\u2013797 (2012)","DOI":"10.1109\/BIBMW.2012.6470241"},{"issue":"5","key":"30_CR5","doi-asserted-by":"publisher","first-page":"1469","DOI":"10.1109\/JBHI.2019.2949567","volume":"24","author":"D Chen","year":"2019","unstructured":"Chen, D., Zhang, R., Qiu, R.G.: Leveraging semantics in wordnet to facilitate the computer-assisted coding of ICD-11. IEEE J. Biomed. Health Inf. 24(5), 1469\u20131476 (2019)","journal-title":"IEEE J. Biomed. Health Inf."},{"key":"30_CR6","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1136\/jamia.1996.96310636","volume":"3","author":"CG Chute","year":"1996","unstructured":"Chute, C.G., Cohn, S.P., Campbell, K.E., et al.: The content coverage of clinical classifications for the computer-based patient record institute\u2019s work group on codes & structures. J. Am. Med. Inf. Assoc. 3, 224\u2013233 (1996)","journal-title":"J. Am. Med. Inf. Assoc."},{"key":"30_CR7","unstructured":"Lussier YA., Shagina L., Friedman C.: Automating ICD-9-CM encoding using medical language processing: a feasibility study. J. Am. Med. Inf. Assoc. 1072e2 (2000)"},{"issue":"6346","key":"30_CR8","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1126\/science.357.6346.19","volume":"357","author":"M Hutson","year":"2017","unstructured":"Hutson, M.: AI glossary: artificial intelligence, in so many words. Science 357(6346), 19 (2017)","journal-title":"Science"},{"issue":"2","key":"30_CR9","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/s11192-009-0146-3","volume":"84","author":"NJ van Eck","year":"2010","unstructured":"van Eck, N.J., Waltman, L.: Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics 84(2), 523\u2013538 (2010)","journal-title":"Scientometrics"},{"issue":"5","key":"30_CR10","first-page":"400","volume":"185","author":"G Mau","year":"1973","unstructured":"Mau, G.: Problems of a pediatric diagnostic key as part of a hospital documentation system. Klin. Padiatr. 185(5), 400\u2013402 (1973)","journal-title":"Klin. Padiatr."},{"key":"30_CR11","first-page":"551","volume":"264","author":"R Chaux","year":"2019","unstructured":"Chaux, R., Treussier, I., Audeh, B., Pereira, S., Hengoat, T., Paviot, B.T., Bousquet, C.: Automated control of codes accuracy in case-mix databases by evaluating coherence with available information in the electronic health record. Stud. Health Technol. Inf. 264, 551\u2013555 (2019)","journal-title":"Stud. Health Technol. Inf."},{"issue":"4","key":"30_CR12","doi-asserted-by":"publisher","first-page":"1193","DOI":"10.1109\/TCBB.2018.2817488","volume":"16","author":"M Li","year":"2019","unstructured":"Li, M., Fei, Z., Zeng, M., Wu, F.X., Li, Y., Pan, Y., Wang, J.: Automated ICD-9 coding via a deep learning approach. IEEE\/ACM Trans. Comput. Biol. Bioinf. 16(4), 1193\u20131202 (2019)","journal-title":"IEEE\/ACM Trans. Comput. Biol. Bioinf."},{"issue":"8","key":"30_CR13","doi-asserted-by":"publisher","first-page":"998","DOI":"10.1002\/pds.4245","volume":"26","author":"BFH Becker","year":"2017","unstructured":"Becker, B.F.H., et al.: ADVANCE consortium.: CodeMapper: semiautomatic coding of case definitions. A contribution from the ADVANCE project. Pharmacoepidemiol. Drug Saf. 26(8), 998\u20131005 (2017)","journal-title":"Pharmacoepidemiol. Drug Saf."},{"issue":"6","key":"30_CR14","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1007\/s40264-018-00794-y","volume":"42","author":"C McMaster","year":"2019","unstructured":"McMaster, C., Liew, D., Keith, C., Aminian, P., Frauman, A.: A machine-learning algorithm to optimise automated adverse drug reaction detection from clinical coding. Drug Saf. 42(6), 721\u2013725 (2019)","journal-title":"Drug Saf."},{"issue":"6","key":"30_CR15","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1016\/j.urpr.2015.06.004","volume":"2","author":"JN Rubenstein","year":"2015","unstructured":"Rubenstein, J.N.: How will the transition to ICD-10 affect urology coding? An analysis of ICD-9 code use from a large group practice. Urol. Pract. 2(6), 312\u2013316 (2015)","journal-title":"Urol. Pract."},{"issue":"10","key":"30_CR16","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1097\/01.NPR.0000471363.10111.b2","volume":"40","author":"C Fant","year":"2015","unstructured":"Fant, C., Theiss, M.A.: Transitioning to ICD-10. Nurse Pract. 40(10), 22\u201331 (2015)","journal-title":"Nurse Pract."},{"issue":"7","key":"30_CR17","doi-asserted-by":"publisher","first-page":"554","DOI":"10.7326\/M15-1933","volume":"163","author":"B Outland","year":"2015","unstructured":"Outland, B., Newman, M.M., William, M.J.: Health policy basics: implementation of the international classification of disease, 10th revision. Ann. Intern. Med. 163(7), 554 (2015)","journal-title":"Ann. Intern. Med."},{"issue":"2","key":"30_CR18","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.artmed.2015.04.007","volume":"65","author":"R Kavuluru","year":"2015","unstructured":"Kavuluru, R., Rios, A., Lu, Y.: An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records. Artif. Intell. Med. 65(2), 155\u2013166 (2015)","journal-title":"Artif. Intell. Med."},{"key":"30_CR19","unstructured":"Nguyen, AN., Truran, D., Kemp, M., et al.: Computer\u2010assisted diagnostic coding: effectiveness of an NLP\u2010based approach using SNOMED CT to ICD\u201010 mappings. In: AMIA Annual Symposium Proceedings, vol. 2018, pp. 807\u2013816 (2018)"},{"key":"30_CR20","first-page":"73","volume":"252","author":"R Kaur","year":"2018","unstructured":"Kaur, R., Ginige, J.A.: Comparative analysis of algorithmic approaches for auto-coding with ICD-10-AM and ACHI. Stud. Health Technol. Inf. 252, 73\u201379 (2018)","journal-title":"Stud. Health Technol. Inf."},{"key":"30_CR21","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.ijmedinf.2018.03.015","volume":"115","author":"R Tsopra","year":"2018","unstructured":"Tsopra, R., Peckham, D., Beirne, P., Rodger, K., Callister, M., White, H., et al.: The impact of three discharge coding methods on the accuracy of diagnostic coding and hospital reimbursement for inpatient medical care. Int. J. Med. Inf. 115, 35\u201342 (2018)","journal-title":"Int. J. Med. Inf."},{"key":"30_CR22","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1016\/j.ijmedinf.2018.09.021","volume":"120","author":"F Catling","year":"2018","unstructured":"Catling, F., Spithourakis, G.P., Riedel, S.: Towards automated clinical coding. Int. J. Med. Inf. 120, 50\u201361 (2018)","journal-title":"Int. J. Med. Inf."},{"issue":"1","key":"30_CR23","first-page":"22","volume":"38","author":"IH-Y Soo","year":"2009","unstructured":"Soo, I.H.-Y., Lam, M.K., Rust, J., Madden, R.: Do we have enough information? how ICD-10-am activity codes measure UP. Health Inf. Manage. J. 38(1), 22\u201334 (2009)","journal-title":"Health Inf. Manage. J."},{"key":"30_CR24","unstructured":"American Health Information Management Association: Destination 10: healthcare organization preparation for ICD-10-CM and ICD-10-PCS. J AHIMA, vol. 75, pp.56A\u2013D (2004)"},{"issue":"2","key":"30_CR25","first-page":"54","volume":"6","author":"MS Islam","year":"2018","unstructured":"Islam, M.S., Hasan, M.M., Wang, X., Germack, H.D., Noor-E-Alam, M.: A systematic review on healthcare analytics: application and theoretical perspective of data mining. Healthc. (Basel Switz.) 6(2), 54 (2018)","journal-title":"Healthc. (Basel Switz.)"},{"issue":"12","key":"30_CR26","doi-asserted-by":"publisher","first-page":"978","DOI":"10.3390\/genes10120978","volume":"10","author":"S Brasil","year":"2019","unstructured":"Brasil, S., Pascoal, C., Francisco, R., Dos Reis Ferreira, V., Videira, P.A., Valad\u00e3o, A.G.: Artificial Intelligence (AI) in rare diseases: is the future brighter? Genes (Basel) 10(12), 978 (2019)","journal-title":"Genes (Basel)"},{"issue":"1","key":"30_CR27","first-page":"5","volume":"49","author":"S Campbell","year":"2020","unstructured":"Campbell, S., Giadresco, K.: Computer-assisted clinical coding: a narrative review of the literature on its benefits, limitations, implementation and impact on clinical coding professionals. Health Inf. Manage. 49(1), 5\u201318 (2020)","journal-title":"Health Inf. Manage."},{"issue":"3","key":"30_CR28","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1007\/s10916-020-1532-x","volume":"44","author":"V Alonso","year":"2020","unstructured":"Alonso, V., Santos, J.V., Pinto, M., Ferreira, J., Lema, I., Lopes, F., Freitas, A.: Problems and barriers during the process of clinical coding: a focus group study of coders\u2019 perceptions. J. Med. Syst. 44(3), 62 (2020)","journal-title":"J. Med. Syst."},{"issue":"1","key":"30_CR29","first-page":"55\u201358","volume":"17","author":"VA Rinkle","year":"2015","unstructured":"Rinkle, V.A.: Computer assisted coding - a strong ally, not a miracle aid. J. Health Care Compliance 17(1), 55\u201358\u201367\u201368 (2015)","journal-title":"J. Health Care Compliance"}],"container-title":["Advances in Intelligent Systems and Computing","Distributed Computing and Artificial Intelligence, 17th International Conference"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-53036-5_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,6]],"date-time":"2020-08-06T12:28:30Z","timestamp":1596716910000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-53036-5_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,7]]},"ISBN":["9783030530358","9783030530365"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-53036-5_30","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,7]]},"assertion":[{"value":"7 August 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DCAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Distributed Computing and Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"L\u00b4Aquila","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 June 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 June 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dcai2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.dcai-conference.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}