Study on Exploiting Clinical Information Using Web Services

• Project/Area Number: 24700248
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Multi-year Fund
• Research Field: Library and information science/Humanistic social informatics
• Research Institution: Kyoto University
• Principal Investigator: OKAMOTO Kazuya 京都大学, 医学(系)研究科(研究院), 講師 (60565018)
• Project Period (FY): 2012-04-01 – 2015-03-31
• Project Status: Completed (Fiscal Year 2014)
• Budget Amount: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000); Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
• Keywords: 診療情報 / 二次利用 / Webサービス / 仮説発見支援 / ランキング / 自動コーディング / DPCコード / 検索システム / 機械学習 / クラス分類

Outline of Final Research Achievements

In this study, in order to exploit clinical information efficiently, we organized clinical information and constructed web services to provide the organized clinical information to many systems. Moreover, we developed several systems utilizing the constructed web services providing clinical information and evaluate the web services.
We actually developed dayliy assessment tool of rheumatoid arthritis disease activity using a smartphone application, a hypothesis-finding support system using medical records for clinical knowledge acquisition, medical document ranking system useful to study using external information of the documents, supporting system for Diagnosis Procedure Combination code selection using clinical information, etc.

Research Products

• [Journal Article] Development of a system for the assessment of a dual-task performance based on a motion-capture device (2014)
  • Author(s): Kazuya Okamoto, Hiroki Kayama, Minoru Yamada, Naoto Kume, Tomohiro Kuroda, Tomoki Aoyama
  • Journal Title: International Journal on Disability and Human Development Volume: 13(3) Issue: 3 Pages: 333-336
  • DOI: 10.1515/ijdhd-2014-0324
  • NAID: 120005619764
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Effect of a Kinect-based exercise game on improving executive cognitive performance in community-dwelling elderly: Case Control Study. (2014)
  • Author(s): Kayama H, Okamoto K, Nishiguchi S, Yamada M, Kuroda T, Aoyama T.
  • Journal Title: Journal of Medical Internet Research Volume: 16 Issue: 2 Pages: e61-e61
  • DOI: 10.2196/jmir.3108
  • NAID: 120005466630
  • Peer Reviewed / Open Access
• [Journal Article] 遠隔聴診の進行への聴診器操作教示システムの影響 (2014)
  • Author(s): 堀謙太、内田祐介、南麻弥、内藤知佐子、黒田知宏、高橋秀也、安藤昌彦、川村孝、粂直人、岡本和也、竹村匡正、吉原博幸
  • Journal Title: VR医学 Volume: 12(1) Pages: 15-26
  • NAID: 130005111274
  • Peer Reviewed
• [Journal Article] Examinations for the extensibility of gait outline monitoring applications that use information gathering system for sensors in mobile terminal (2014)
  • Author(s): 武藤伸洋、中村幸博、伊藤達明、石原達也、篠原章夫、西口周、山田実、青山朋樹、岡本和也、吉富啓之、布留守敏、伊藤宣
  • Journal Title: Transactions of the JSME (in Japanese) Volume: 80 Issue: 819 Pages: DR0324-DR0324
  • DOI: 10.1299/transjsme.2014dr0324
  • NAID: 130004716697
  • ISSN: 2187-9761
  • Peer Reviewed / Open Access
• [Journal Article] 外部情報を用いた学習のための診療文書のランキング (2013)
  • Author(s): 鶴岡誠子、岡本和也、竹村匡正、粂直人、黒田知宏、吉原博幸
  • Journal Title: 医療情報学 Volume: 33(3) Pages: 151-159
  • NAID: 130004709152
  • Peer Reviewed
• [Journal Article] 統計情報提供サービスが可能なElectronic Health Recordアプリケーション構築支援 (2013)
  • Author(s): 徳永達也、粂直人、岡本和也、竹村匡正、黒田知宏、吉原博幸
  • Journal Title: Mumps Journal of MTA-Japan Volume: 27 Pages: 37-48
  • Peer Reviewed
• [Journal Article] Augmented Reality-based Block Piling Game with Superimposed Collapse Prediction (2013)
  • Author(s): Kazuya Okamoto, Naoto Kume, Tatsuya Tokunaga, Yoko Tanaka, Noriaki Terasawa, Takashi Tsukasa, Tadasama Takemura, Hiroyuki Yoshihara
  • Journal Title: Virtual Reality Volume: 17(4) Issue: 4 Pages: 279-292
  • DOI: 10.1007/s10055-012-0219-0
  • NAID: 120005537581
  • Peer Reviewed
• [Journal Article] Efficacy of an exercise game based on Kinect in improving physical performances of fall risk factors in community-dwelling older adults (2013)
  • Author(s): Hiroki Kayama, Kazuya Okamoto, Shu Nishiguchi, Taiki Yukutake, Takanori Tanigawa, Koutatsu Nagai, Minoru Yamada, Tomoki Aoyama
  • Journal Title: Games for Health Journal Volume: 2(4) Issue: 4 Pages: 247-252
  • DOI: 10.1089/g4h.2013.0006
  • Peer Reviewed
• [Journal Article] Objective assessment of abnormal gait in patients with rheumatoid arthritis using a smartphone (2012)
  • Author(s): Yamada M, et al.
  • Journal Title: Rheumatology International Volume: (in press) Issue: 12 Pages: 3869-3874
  • DOI: 10.1007/s00296-011-2283-2
  • Peer Reviewed
• [Journal Article] Concept software based on Kinect for assessing dual-task ability of elderly people (2012)
  • Author(s): Hiroki Kayama, Kazuya Okamoto, Shu Nishiguchi, Koutatsu Nagai, Minoru Yamada, Tomoki Aoyama
  • Journal Title: Games for Health Journal Volume: 1(5) Issue: 5 Pages: 348-352
  • DOI: 10.1089/g4h.2012.0019
  • NAID: 120004873771
  • Peer Reviewed
• [Journal Article] タブレット端末によるEHR閲覧環境の構築 (2012)
  • Author(s): 粂直人、平山洋輔、徳永達也、大星直樹、岡本和也、竹村匡正、荒木賢二、吉原博幸
  • Journal Title: 日本遠隔医療学会雑誌 Volume: 8(2) Pages: 246-248
  • Peer Reviewed
• [Journal Article] スマートフォンを用いた関節リウマチ患者のライフログ共有システムの開発 (2012)
  • Author(s): 西口周、伊藤宣、浦哲也、篠原章夫、伊藤達明、岡本和也、布留守敏、吉富啓之、山田実、青山朋樹
  • Journal Title: 日本遠隔医療学会雑誌 Volume: 8(2) Pages: 102-105
  • Peer Reviewed
• [Journal Article] 臨床知識獲得のための診療情報を用いた仮説発見支援システムの構築 (2012)
  • Author(s): 岡本和也、田中寛子、竹村匡正、粂直人、黒田知宏、吉原博幸
  • Journal Title: 医療情報学 Volume: 32(3) Pages: 123-130
  • NAID: 130005058895
  • Peer Reviewed
• [Presentation] 情報連携を可能にしたテンプレート機能の導入と評価 (2014)
  • Author(s): 岡本和也、竹村匡正、黒田知宏、谷口陽平、吉原博幸
  • Organizer: 第34回医療情報学連合大会
  • Place of Presentation: 千葉市
  • Year and Date: 2014-11-08
• [Presentation] 機械学習による医療行為決定支援システム実現のための状態定義の要件について (2014)
  • Author(s): 中井隆史、竹村匡正、藤田健一郎、岡本和也、黒田知宏
  • Organizer: 第34回医療情報学連合大会
  • Place of Presentation: 千葉市
  • Year and Date: 2014-11-06
• [Presentation] Daily assessment of rheumatoid arthritis disease activity using a smartphone application: Development and 3-month feasibility study (2014)
  • Author(s): Shu Nishiguchi, Hiromu Ito, Minoru Yamada, Hiroyuki Yoshitomi, Moritoshi Furu, Tatsuaki Ito, Akio Shinohara, Tetsuya Ura, Kazuya Okamoto, Tomoki Aoyama, Tadao Tsuboyama
  • Organizer: Proceedings of 8th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2014)
  • Place of Presentation: Oldenburg/Germany
  • Year and Date: 2014-05-20
• [Presentation] The Electronic Health Record as a Clinical Study Information Hub
  • Author(s): Naoto Kume, Kazuya Okamoto, Tomohiro Kuroda, Hiroyuki Yoshihara
  • Organizer: The 6th International Joint Conference on Natural Language Processing (IJCNLP2013)
  • Place of Presentation: Nagoya/Japan
• [Presentation] Qualitative Evaluation of the Supporting System for Diagnosis Procedure Combination Code Selection
  • Author(s): Kazuya Okamoto, Toshio Uchiyama, Tadamasa Takemura, Naoto Kume, Takayuki Adachi, Tomohiro Kuroda, Tadasu Uchiyama, Hiroyuki Yoshihara
  • Organizer: Medinfo 2013
  • Place of Presentation: Copenhagen/Denmark
• [Presentation] Development of a Hypothesis-generating Support System Using Medical Records for Clinical Knowledge Acquisition
  • Author(s): Kazuya Okamoto, Tadamasa Takemura, Naoto Kume, Tomohiro Kuroda, Hiroyuki Yoshihara
  • Organizer: IEEE EMBC 2013
  • Place of Presentation: Osaka/Japan
• [Presentation] Effect of a Kinect-based exercise game on improving executive cognitive performance in community-dwelling elderly
  • Author(s): Hiroki Kayama, Kazuya Okamoto, Shu Nishiguchi, Minoru Yamada, Tomohiro Kuroda, Tomoki Aoyama
  • Organizer: PervasiveHealth 2013
  • Place of Presentation: Venice/Italy
• [Presentation] スマートフォンを利用した月経随伴症状の取得を目的としたアプリケーションの開発
  • Author(s): 岡本和也、江川美保、西村史朋、粂直人、森野佐芳梨、青山朋樹、小西郁生
  • Organizer: 第33回医療情報学連合大会
  • Place of Presentation: 神戸
• [Presentation] 外部情報を用いた学習のための診療文書のランキング
  • Author(s): 鶴岡誠子、岡本和也、竹村匡正、粂直人、黒田知宏、吉原博幸
  • Organizer: 第17回日本医療情報学会春季学術大会
  • Place of Presentation: 富山
• [Presentation] The Mobile Environment of EHR Browsing Verified on Tablet Terminal
  • Author(s): Naoto Kume, Yosuke Hirayama, Naoki Ohboshi, Kazuya Okamoto, Tadamasa Takemura, Kenji Araki, Hiroyuki Yoshihara
  • Organizer: Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS 2012)
  • Place of Presentation: Kobe/Japan
• [Presentation] Development of an environment for information reuse on a hospital information system
  • Author(s): Tadamasa Takemura, Kazuya Okamoto, Naoto Kume, Tomohiro Kuroda, Hiroyuki Yoshihara
  • Organizer: Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS 2012)
  • Place of Presentation: Kobe/Japan
• [Presentation] A Hypothesis-generating Support System Using Medical Records for Clinical Knowledge Acquisition
  • Author(s): Kazuya Okamoto, Hiroko Tanaka, Tadamasa Takemura, Naoto Kume, Tomohiro Kuroda, Hiroyuki Yoshihara
  • Organizer: Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS 2012)
  • Place of Presentation: Kobe/Japan
• [Presentation] Concept software based on Kinect for assessing dual-task ability of elderly people
  • Author(s): Hiroki Kayama, Kazuya Okamoto, Shu Nishiguchi, Koutatsu Nagai, Minoru Yamada, Tomoki Aoyama
  • Organizer: Proceedings of 1st Joint Conference for the partnership between JPTA and KPTA
  • Place of Presentation: Nagasaki/Japan
• [Presentation] Automatic Selection of Diagnosis Procedure Combination Codes Based on Partial Treatment Data Relative to the Number of Hospitalization Days
  • Author(s): Kazuya Okamoto, Toshio Uchiyama, Tadamasa Takemura, Takayuki Adachi, Naoto Kume, Tomohiro Kuroda, Tadasu Uchiyama, Hiroyuki Yoshihara
  • Organizer: The 7th Asia Pacific Association for Medical Informatics Conference (APAMI 2012)
  • Place of Presentation: Beijing/China
• [Presentation] Development of a system for the assessment of a dual-task performance based on a motion-capture device
  • Author(s): Kazuya Okamoto, Hiroki Kayama, Minoru Yamada, Naoto Kume, Tomohiro Kuroda, Tomoki Aoyama
  • Organizer: Proceedings of International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2012)
  • Place of Presentation: Laval/France