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2022 年度 実績報告書

ウェアラブルEITと機械学習の融合技術による胃の高速・高精度イメージング

研究課題

研究課題/領域番号 21F21356
配分区分補助金
研究機関千葉大学

研究代表者

武居 昌宏  千葉大学, 大学院工学研究院, 教授 (90277385)

研究分担者 DARMA Panji Nursetia  千葉大学, 工学(系)研究科(研究院), 外国人特別研究員
研究期間 (年度) 2021-11-18 – 2024-03-31
キーワードgEIT / gEIT Suit / pH-CM / Functional Dyspepsia
研究実績の概要

This year research achievement are :
(a) Development of pH conversion model Debye-Huckel-Onsager formula has been developed using electrical and mechanical equivalent phantom (b) Gastric Electrical Impedance Tomography Suit (gEIT) suit has been manufactured to measure gastric content volume in healthy Subjects combined with mini-EIT hardware (c) Clinical trial in Chiba University hospital has been performed in 8 healthy subjects.
Published papers: During this year, 3 international Journal has been published PH Conversion Model based on gastric Electrical Impedance Tomography(Sensors Actuators B Chemical Journal), Clinical trial of gEIT(Nature Scientific Report) and Object Oriented Sensitivity Matrix Model (Journal of Electrical Bio Impedance Journal).
Under review papers: During this year 5 papers are still under review, which are:(a) Phase Angle EIT (b) Clustering-Updated Sensitivity matrix for Cell Imaging (c) Multi-node Electrical Impedance Tomography (d) Coupling of Electromagnetic Simulation and Electrical Impedance Tomography (ES-EIT) (e) Hybrid of Electrical Muscle Stimulation and Voluntary Resistance Training by Electrical Impedance Tomography.
Graduated Students under this Project: R.Wicaksono (PhD Student), K. Sakai (Master Student) and Fujimori (Bachelor Student)

現在までの達成度 (区分)
現在までの達成度 (区分)

2: おおむね順調に進展している

理由

This year will be planned to implement the stage (3) Integration of gEIT and clinical trial in Chiba
University Hospital. The research plan are:
(a) Fabrication of gEIT suit for human clinical trial in Chiba University Hospital.(b) Accuracy evaluation of gastric content volume visualization between gEIT and Abdomen Ultrasound.(c) Accuracy evaluation of gastic emptying process between gEIT and 13 C Breath Test.
We already finished the plan (a) Fabrication of gEIT suit for human clinical trial in Chiba University Hospital and (b) Accuracy evaluation of gastric content volume visualization between gEIT and Abdomen Ultrasound. the results is published in [1] K. Sakai, P. N. Darma, P. A. Sejati, R. Wicaksono, H. Hayashi, and M. Takei, “Gastric functional monitoring by gastric electrical impedance tomography (gEIT) suit with dual-step fuzzy clustering,” Sci Rep, vol. 13, no. 1, p. 514, 2023. Corresponding Author.
part of the result will be presented in 23rd international conference of Bio Electrical Impedance Tomography (BIO EIT 2023) in Aachen Germany

今後の研究の推進方策

Now, we are focussing on (c) Accuracy evaluation of gastic emptying process between gEIT and 13 C Breath Test in collaboration with Chiba University Hospital. Furthermore we will prepare the presentation for 23rd international conference of Bio Electrical Impedance Tomography (BIO EIT 2023) in Aachen Germany from 12th-14th June 2023 and The 4th International Conference and Exhibition on Powder Technology Indonesia in Bali Indonesia from 21-22 August 2023. We will also visit t2i Lab at University of Bergen Norway to talk about research collaboration to combine gastric EIT and Virtual/Augmented Reality. We hope, from the conferences we will obtain meaningful feedback from the experts over the world.We are also preparing JST A-Step proposal in collaboration with Prof. Matsumura and Prof. Hayashi from Chiba University Hospital in order to commercialized the gastric Electrical Impedance Tomography. Furthermore, we are also making a JSPS international proposal in order to propose gastric EIT to solve social problem in indonesia. related with this JSPS international proposal we are trying to collaborate with medical department of gadjah mada university (UGM) Indonesia, we are planning to visit indonesia in August 2023.

  • 研究成果

    (4件)

すべて 2023 2022 その他

すべて 雑誌論文 (3件) (うち国際共著 3件、 査読あり 3件、 オープンアクセス 2件) 備考 (1件)

  • [雑誌論文] Gastric functional monitoring by gastric electrical impedance tomography (gEIT) suit with dual-step fuzzy clustering2023

    • 著者名/発表者名
      Sakai K.、Darma P. N.、Sejati P. A.、Wicaksono R.、Hayashi H.、Takei M.
    • 雑誌名

      Scientific Reports

      巻: 13 ページ: 514 (2023)

    • DOI

      10.1038/s41598-022-27060-7

    • 査読あり / オープンアクセス / 国際共著
  • [雑誌論文] Imaging of gastric acidity scale by integration of pH-conversion model (pH-CM) into 3D-gastro electrical impedance tomography (3D-g-EIT)2022

    • 著者名/発表者名
      Wicaksono Ridwan、Darma Panji N.、Sakai Kotaro、Kawashima Daisuke、Takei Masahiro
    • 雑誌名

      Sensors and Actuators B: Chemical

      巻: 366 ページ: 131923~131923

    • DOI

      10.1016/j.snb.2022.131923

    • 査読あり / 国際共著
  • [雑誌論文] A high accuracy voltage approximation model based on object-oriented sensitivity matrix estimation (OO-SME model) in electrical impedance tomography2022

    • 著者名/発表者名
      Gao Zengfeng、Darma Panji Nursetia、Kawashima Daisuke、Takei Masahiro
    • 雑誌名

      Journal of Electrical Bioimpedance

      巻: 13 ページ: 106~115

    • DOI

      10.2478/joeb-2022-0015

    • 査読あり / オープンアクセス / 国際共著
  • [備考] 千葉大学武居研究室

    • URL

      https://tomocloud.xsrv.jp/takei-lab/

URL: 

公開日: 2023-12-25  

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