2014 - 2017 Research on information technology to support reducing stress of family caregivers of depressed patients
2014 - 2017 Team approach in Transplant Medicine
2013 - 2016 Safety Text De-identification
2014 - 2016 うつ病患者の家族看護者のストレス軽減を支援する情報技術に関する研究
2016 - ソーシャルメディアデータ解析に関する研究・開発
2016 - SNSからの食品情報取得に関する研究
2013 - 2015 テキストの安全な匿名化に関する研究
2010 - 2015 自然言語処理による診断支援技術の開発
2011 - 2014 Orthographic Disambiguation Incorporating Transliteration, Typo and Other Similar Phenomena
2011 - 2014 Advanced Utilization of Medical Record Data with Relational Probabilistic Models
2012 - 2014 厚生労働科学研究費補助金(難治性疾患等克服研究事業)
2012 - 2013 自然言語処理とオントロジーに基づく自由テキスト入力支援の医療文書への応用
2011 - 2013 肝臓移植適応の評価・登録を至適タイミングで行うための予測モデルの作成
2010 - 2012 Automatic Structuring for Dummy Health Records
2009 - 2011 Wikipedia Mining for Constructing a Huge Scale Web Ontology
2008 - 2011 非文法的かつ断片化したテキストからの情報抽出に関する研究
2009 - 2010 コミュニティ型コンテンツのコンテンツホール検索に関する研究
2008 - 2010 Information Extraction from ungrammatical and fragmented texts
2007 - 2009 Web2.0時代のコミュニティ型コンテンツホール検索に関する研究
2007 - 2008 Content Hole Search of Community-type Content in the Web 2.0 era
2006 - 2008 臨床医療コーパスの構築に関する研究
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Papers (88):
Satoshi Nishioka, Satoshi Watabe, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, et al. Adverse Event Signal Detection Using Patients’ Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models. Journal of Medical Internet Research. 2024
Masaru Kamba, Wan Jou She, Kiki Ferawati, Shoko Wakamiya, Eiji Aramaki. Exploring the Impact of the COVID-19 Pandemic on Twitter in Japan: Qualitative Analysis of Disrupted Plans and Consequences. JMIR Infodemiology. 2024. 4. e49699
Lean Franzl Lim Yao, Kongmeng Liew, Shoko Wakamiya, Eiji Aramaki. Extracting Spatio-Temporal Trends in Medical Research Prioritization Through Natural Language Processing of Case Report Abstracts. Studies in Health Technology and Informatics. 2024
Satoshi Nishioka, Satoshi Watabe, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, et al. Adverse Event Signal Detection Using Patients’ Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models (Preprint). 2023
Noriyo Yamashiki, Kyoko Kawabata, Miki Murata, Shunichiro Ikeda, Takako Fujimaki, Kanehiko Suwa, Toshihito Seki, Eiji Aramaki, Makoto Naganuma. Narrowing the Patient-Physician Gap Based on Self-Reporting and Monthly Hepatologist Feedback for Patients With Alcohol-Related Liver Disease: Interventional Pilot Study Using a Journaling Smartphone App. JMIR Formative Research. 2023. 7. e44762
Extracting Spatio-Temporal Trends in Medical Research Prioritization Through Natural Language Processing of Case Report Abstracts
(Studies in Health Technology and Informatics 2024)
Detection of Adverse Event Signals with Severity Grade Classification from Cancer Patient Narrative
(Studies in Health Technology and Informatics 2024)
Using the natural language processing system MedNER-J to analyze pharmaceutical care records: Natural language processing analysis (Preprint)
(2023)
NAISTSOCRR at the NTCIR-17 MedNLP-SC Radiology Report Subtask
(Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies 2023)
Visualyre: multimodal album art generation for independent musicians.
(Personal and Ubiquitous Computing 2023)