荒牧 英治

KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records. 

CoRR abs/2101.00036 2021年

Surveillance of early stage COVID-19 clusters using search query logs and mobile device-based location information 

Scientific Reports 10(1) 18680 - 18680 2020年12月1日

Identification of Adverse Drug Event–Related Japanese Articles: Natural Language Processing Analysis 

JMIR Medical Informatics 8(11) e22661 2020年11月27日

Robust two-stage influenza prediction model considering regular and irregular trends 

PLoS ONE 15(5) e0233126 2020年5月

A survey of clarithromycin monotherapy and long-term administration of ethambutol for patients with MAC lung disease in Japan: A retrospective cohort study using the database of health insurance claims 

Pharmacoepidemiology and Drug Safety 29(4) 427 - 432 2020年4月  査読有り

Comparing medical term usage patterns of professionals and search engine and community question answering service users in Japan: Log analysis 

Journal of Medical Internet Research 22(4) e13369 2020年4月  査読有り

Universal Fake News Collection System using Debunking Tweets. 

CoRR abs/2007.14083 2020年

Modeling and Predicting Fake News Spreading on Twitter. 

CoRR abs/2007.14059 2020年

Fake News Detection using Temporal Features Extracted via Point Process. 

CoRR abs/2007.14013 2020年

Towards a Versatile Medical-Annotation Guideline Feasible Without Heavy Medical Knowledge: Starting From Critical Lung Diseases. 

LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings 4565 - 4572 2020年

Offensive Language Detection on Video Live Streaming Chat. 

1936 - 1940 2020年

Causal relationships among pollen counts, tweet numbers, and patient numbers for seasonal allergic rhinitis surveillance: Retrospective analysis 

Journal of Medical Internet Research 21(2) e10450 2019年2月  査読有り

小児頻用医薬品に関する医薬品添付文書における記載状況の調査 

医療情報学 38(6) 337 - 348 2019年2月  査読有り

Tweet classification toward twitter-based disease surveillance: New data, methods, and evaluations 

Journal of Medical Internet Research 21(2) e12783 2019年2月  査読有り

Clinical characteristics of heart failure from case reports presented at the regional meeting of the japanese society of internal medicine 

Internal Medicine 58(15) 2145 - 2150 2019年

Learning to Select, Track, and Generate for Data-to-Text. 

CoRR abs/1907.09699 2019年

City Link: Finding Similar Areas in Two Cities Using Twitter Data. 

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 11474 LNCS 13 - 27 2019年