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 (166):
Yuta Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe, Shunrato Yada, Shoko Wakamiya, Eiji Aramaki. Clinical Comparable Corpus Describing the Same Subjects with Different Expressions. Studies in health technology and informatics. 2022. 290. 253-257
Faith W Mutinda, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki. AUTOMETA: Automatic Meta-Analysis System Employing Natural Language Processing. Studies in health technology and informatics. 2022. 290. 612-616
Tomomi Watanabe, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori. Extracting Multiple Worries From Breast Cancer Patient Blogs Using Multilabel Classification With the Natural Language Processing Model Bidirectional Encoder Representations From Transformers: Infodemiology Study of Blogs. JMIR cancer. 2022. 8. 2. e37840
Eiji Aramaki, Shoko Wakamiya, Shuntaro Yada, Yuta Nakamura. Natural Language Processing: from Bedside to Everywhere. Yearbook of medical informatics. 2022
Satoshi Nishioka, Tomomi Watanabe, Masaki Asano, Tatsunori Yamamoto, Kazuyoshi Kawakami, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori. Identification of hand-foot syndrome from cancer patients' blog posts: BERT-based deep-learning approach to detect potential adverse drug reaction symptoms. PloS one. 2022. 17. 5. e0267901
Shoko Wakamiya, Toshiki Mera, Eiji Aramaki, Masaki Matsubara, Atsuyuki Morishima. Crowdsourced Hypothesis Generation and their Verification: A Case Study on Sleep Quality Improvement. 2022
Taichi Murayama, Shohei Hisada, Makoto Uehara, Shoko Wakamiya, Eiji Aramaki. Annotation-Scheme Reconstruction for "Fake News" and Japanese Fake News Dataset. 2022