{"_id":"Tywif5EZ7DhWbeGxv","bibbaseid":"li-jin-liu-rawat-cai-yu-finetuningbidirectionalencoderrepresentationsfromtransformersbertbasedmodelsonlargescaleelectronichealthrecordnotesanempiricalstudy-2019","author_short":["Li, F.","Jin, Y.","Liu, W.","Rawat, B. P. S.","Cai, P.","Yu, H."],"bibdata":{"bibtype":"article","type":"article","title":"Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study","volume":"7","issn":"2291-9694","shorttitle":"Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes","url":"http://medinform.jmir.org/2019/3/e14830/","doi":"10.2196/14830","language":"en","number":"3","urldate":"2019-10-07","journal":"JMIR Medical Informatics","author":[{"propositions":[],"lastnames":["Li"],"firstnames":["Fei"],"suffixes":[]},{"propositions":[],"lastnames":["Jin"],"firstnames":["Yonghao"],"suffixes":[]},{"propositions":[],"lastnames":["Liu"],"firstnames":["Weisong"],"suffixes":[]},{"propositions":[],"lastnames":["Rawat"],"firstnames":["Bhanu","Pratap","Singh"],"suffixes":[]},{"propositions":[],"lastnames":["Cai"],"firstnames":["Pengshan"],"suffixes":[]},{"propositions":[],"lastnames":["Yu"],"firstnames":["Hong"],"suffixes":[]}],"month":"September","year":"2019","pmid":"31516126 PMCID: PMC6746103","pages":"e14830","bibtex":"@article{li_fine-tuning_2019,\n\ttitle = {Fine-{Tuning} {Bidirectional} {Encoder} {Representations} {From} {Transformers} ({BERT})–{Based} {Models} on {Large}-{Scale} {Electronic} {Health} {Record} {Notes}: {An} {Empirical} {Study}},\n\tvolume = {7},\n\tissn = {2291-9694},\n\tshorttitle = {Fine-{Tuning} {Bidirectional} {Encoder} {Representations} {From} {Transformers} ({BERT})–{Based} {Models} on {Large}-{Scale} {Electronic} {Health} {Record} {Notes}},\n\turl = {http://medinform.jmir.org/2019/3/e14830/},\n\tdoi = {10.2196/14830},\n\tlanguage = {en},\n\tnumber = {3},\n\turldate = {2019-10-07},\n\tjournal = {JMIR Medical Informatics},\n\tauthor = {Li, Fei and Jin, Yonghao and Liu, Weisong and Rawat, Bhanu Pratap Singh and Cai, Pengshan and Yu, Hong},\n\tmonth = sep,\n\tyear = {2019},\n\tpmid = {31516126 PMCID: PMC6746103},\n\tpages = {e14830},\n}\n\n","author_short":["Li, F.","Jin, Y.","Liu, W.","Rawat, B. P. S.","Cai, P.","Yu, H."],"key":"li_fine-tuning_2019","id":"li_fine-tuning_2019","bibbaseid":"li-jin-liu-rawat-cai-yu-finetuningbidirectionalencoderrepresentationsfromtransformersbertbasedmodelsonlargescaleelectronichealthrecordnotesanempiricalstudy-2019","role":"author","urls":{"Paper":"http://medinform.jmir.org/2019/3/e14830/"},"metadata":{"authorlinks":{}},"html":""},"bibtype":"article","biburl":"http://fenway.cs.uml.edu/papers/pubs-all.bib","dataSources":["TqaA9miSB65nRfS5H"],"keywords":[],"search_terms":["fine","tuning","bidirectional","encoder","representations","transformers","bert","based","models","large","scale","electronic","health","record","notes","empirical","study","li","jin","liu","rawat","cai","yu"],"title":"Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study","year":2019}