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Automatic Optimal Design of a Visual-based Stiffness Sensor and real-time Colour-coded Stiffness Map for Minimally Invasive Procedures.

Research Project

Project/Area Number 20K14691
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 20020:Robotics and intelligent system-related
Research InstitutionThe University of Tokyo

Principal Investigator

Faragasso Angela  東京大学, 大学院工学系研究科(工学部), 特任助教 (80847070)

Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2021: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2020: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
KeywordsVisual-based sensing / Optimal design / MIS / Medical Robotics / Remote palpation / Stiffness sensing / Topological optimization / Optimal 3D design / Visual based sensing / Remote Palpation / Topological Optimization / Stiffness Sensing / Real-time Stiffness Map / Stiffness map / Stiffness Sensor / Laparoscopic Surgery / Optimal 3D Design
Outline of Research at the Start

The aim of this research is to create a real-time stiffness map for minimally invasive procedures by developing an optimal task-specific visual-based stiffness sensor, to be embedded at the tip of the endoscopic camera, and used to model the nonlinear behaviour characterizing anatomical surfaces.

Outline of Final Research Achievements

This research developed a sensor to enhance the safety and accuracy of minimally invasive surgeries. The sensor was integrated with a lightweight robot, allowing for remote operation and real-time feedback on tissue stiffness. Control and visualization were enhanced using the Meta Quest 3.

Key achievements include the development of a navigation algorithm for precise remote control of the robot. The information collected can be used to create a real-time color-coded stiffness map, improving the precision and safety of surgeries.

Academic Significance and Societal Importance of the Research Achievements

This technology enhances surgical procedures by providing real-time stiffness information during minimally invasive surgeries, improving the quality of outcomes. By increasing surgical precision and safety, it contributes to better patient recovery and overall healthcare quality.

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (27 results)

All 2023 2022 2021 2020

All Journal Article (11 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 1 results,  Open Access: 4 results) Presentation (16 results) (of which Int'l Joint Research: 12 results,  Invited: 6 results)

  • [Journal Article] The IEEE Robotics and Automation Society Automation Technical Committee Cluster Holds Its Inaugural Forum at the 2023 International Conference on Robotics and Automation on Pioneering Visions for a Sustainable Society [TC Spotlight]2023

    • Author(s)
      Faragasso Angela
    • Journal Title

      IEEE Robotics & Automation Magazine

      Volume: 30 Issue: 4 Pages: 113-116

    • DOI

      10.1109/mra.2023.3322919

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Reproducibility challenges in robotic surgery2023

    • Author(s)
      Faragasso Angela、Bonsignorio Fabio
    • Journal Title

      Frontiers in Robotics and AI

      Volume: 10 Pages: 1-10

    • DOI

      10.3389/frobt.2023.1127972

    • Related Report
      2023 Annual Research Report 2022 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Toward Multicamera Systems for Minimally Invasive Surgery2023

    • Author(s)
      Faragasso Angela、Mitchel Scean、Cosentino Sarah、Asama Hajime
    • Journal Title

      IEEE Sensors Letters

      Volume: 7 Issue: 3 Pages: 1-4

    • DOI

      10.1109/lsens.2023.3240745

    • Related Report
      2023 Annual Research Report 2022 Research-status Report
  • [Journal Article] All Aware Robot Navigation in Human Environments Using Deep Reinforcement Learning2023

    • Author(s)
      Lu Xiaojun、Faragasso Angela、Yamashita Atsushi、Asama Hajime
    • Journal Title

      IEEE/RSJ International Conference on Intelligent Robots and Systems

      Volume: IROS) Pages: 5989-5996

    • DOI

      10.1109/iros55552.2023.10341477

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Women in STEM: Snapshots from a Few Asian Countries2022

    • Author(s)
      Chowdhury Fahmida N、Bhattacharya Basabdatta Sen、Cho Hye-Kung、Faragasso Angela、Gebeshuber Ille C.、Ciuperca Ella Magdalena、Marinova Galia、Doyle-Kent Mary
    • Journal Title

      IFAC-PapersOnLine

      Volume: 55 Issue: 39 Pages: 204-209

    • DOI

      10.1016/j.ifacol.2022.12.060

    • Related Report
      2022 Research-status Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Robot navigation in crowds via deep reinforcement learning with modeling of obstacle uni-action2022

    • Author(s)
      Lu Xiaojun、Woo Hanwool、Faragasso Angela、Yamashita Atsushi、Asama Hajime
    • Journal Title

      Advanced Robotics

      Volume: 37 Issue: 4 Pages: 257-269

    • DOI

      10.1080/01691864.2022.2142068

    • Related Report
      2022 Research-status Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Socially aware robot navigation in crowds via deep reinforcement learning with resilient reward functions2022

    • Author(s)
      Lu Xiaojun、Woo Hanwool、Faragasso Angela、Yamashita Atsushi、Asama Hajime
    • Journal Title

      Advanced Robotics

      Volume: 36 Issue: 8 Pages: 388-403

    • DOI

      10.1080/01691864.2022.2043184

    • Related Report
      2021 Research-status Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Automatic Design of Compliant Surgical Forceps With Adaptive Grasping Functions2020

    • Author(s)
      Y. Sun, Y. Liu, L. Xu, Y. Zou, A. Faragasso and T. C. Lueth
    • Journal Title

      IEEE Robotics and Automation Letters

      Volume: 5 Issue: 2 Pages: 1094-1101

    • DOI

      10.1109/lra.2020.2967715

    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Journal Article] On the Extinction?Free Stabilization of Predator-Prey Dynamics2020

    • Author(s)
      Massaroli Stefano、Califano Federico、Faragasso Angela、Yamashita Atsushi、Asama Hajime
    • Journal Title

      IEEE Control Systems Letters

      Volume: 4 Issue: 4 Pages: 964-969

    • DOI

      10.1109/lcsys.2020.2997741

    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Journal Article] Camera Orientation Estimation in Leaking Indoor Environment via Vanishing Point of Water Drops,2020

    • Author(s)
      H. Xu, R. Komatsu, H. Woo, A. Faragasso, A. Yamashita and H. Asama
    • Journal Title

      2020 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR),

      Volume: -

    • Related Report
      2020 Research-status Report
  • [Journal Article] Identification of a Class of Hybrid Dynamical Systems2020

    • Author(s)
      Massaroli Stefano、Califano Federico、Faragasso Angela、Risiglione Mattia、Yamashita Atsushi、Asama Hajime
    • Journal Title

      IFAC-PapersOnLine

      Volume: 53 Issue: 2 Pages: 875-882

    • DOI

      10.1016/j.ifacol.2020.12.846

    • Related Report
      2020 Research-status Report
  • [Presentation] Lessons Learned from International Collaboration2023

    • Author(s)
      Angela Faragasso
    • Organizer
      TUM-UTokyo Excellence, Diversity, and Mobility Workshop 2024
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Medical and Nuclear Decommissioning robotics research2023

    • Author(s)
      Angela Faragasso
    • Organizer
      Seminar at the Istituto di Istruzione Superiore Giorgi Woolf
    • Related Report
      2023 Annual Research Report
    • Invited
  • [Presentation] Engineering the Future: The Art of Design in Medical and Nuclear Decommissioning Robotics2023

    • Author(s)
      Angela Faragasso
    • Organizer
      Talk at the Creative Computing Institute, University of the Arts London
    • Related Report
      2023 Annual Research Report
    • Invited
  • [Presentation] Towards Multi-camera system for MIS2022

    • Author(s)
      Angela Faragasso
    • Organizer
      Technical University of Munich & University of Tokyo TUM-UTokyo Excellence, Diversity, and Mobility Workshop 2023
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Novel Mechanical Manipulator for Efficient Fuel Debris Retrieval2022

    • Author(s)
      Angela Faragasso
    • Organizer
      Technical University of Munich & University of Tokyo TUM-UTokyo Excellence, Diversity, and Mobility Workshop 2022
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Robotics Research and Education: Present and2022

    • Author(s)
      Angela Faragasso
    • Organizer
      Seminar at the University of New South Wales
    • Related Report
      2022 Research-status Report
    • Invited
  • [Presentation] Smart design of effective robot mechanisms and devices2022

    • Author(s)
      Angela Faragasso
    • Organizer
      International Workshop on Embodied Intelligence
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Reproducibility and Benchmarking in Robotics for Healthcare and Nuclear Decommissioning2022

    • Author(s)
      Angela Faragasso
    • Organizer
      Joint Workshop on AI Driving Olympics and Steps Towards Widespread Reproducibility of Research and Objective Performance Evaluation of Intelligent Robotic Systems
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Novel Mechanical Manipulator for Efficient Fuel Debris Retrieval2021

    • Author(s)
      Angela Faragasso
    • Organizer
      TUM-UTokyo On-line Workshop 2022 "Excellence, Diversity, and Mobility "
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Reproducibility and Benchmarking in the field: from Healthcare to Nuclear Decommissioning2021

    • Author(s)
      Angela Faragasso
    • Organizer
      International Conference on Intelligent Robots and Systems
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Reproducibility and Benchmarking in Robotics and Healthcare2021

    • Author(s)
      Angela Faragasso
    • Organizer
      The International Conference on Robotics and Automation
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Reproducibility and Benchmarking in Medical Robotics: How to manufacture effective devices2021

    • Author(s)
      Angela Faragasso
    • Organizer
      TUM-UTokyo Online Workshop
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Robotics Research and Education: Present and Future2021

    • Author(s)
      Angela Faragasso
    • Organizer
      The University of New South Wales (UNSW)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Smart design of effective robot mechanisms and devices2021

    • Author(s)
      Angela Faragasso
    • Organizer
      25th of may 2021 Workshop on Embodied Intelligence
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Reproducibility and benchmarking in Robotics and Healthcare2021

    • Author(s)
      Angela Faragasso
    • Organizer
      Worcester Polytechnic Institute (WPI)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Replicability and Reproducibility in Medical Robotics: How accurately can we train our doctors?2020

    • Author(s)
      Angela Faragasso
    • Organizer
      IEEE/RSJ IROS 2020 Workshop on "Robot-assisted Medical Examination Training
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research

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Published: 2020-04-28   Modified: 2025-01-30  

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