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Bae S, Kwon J, Kim J, Jang G. Optimal Motion Control of a Capsule Endoscope in the Stomach Utilizing a Magnetic Navigation System with Dual Permanent Magnets. MICROMACHINES 2024; 15:1032. [PMID: 39203683 PMCID: PMC11356598 DOI: 10.3390/mi15081032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 08/09/2024] [Accepted: 08/12/2024] [Indexed: 09/03/2024]
Abstract
We propose a method to control the motion of a capsule endoscope (CE) in the stomach utilizing either a single external permanent magnet (EPM) or dual EPMs to extend the examination of the upper gastrointestinal tract. When utilizing the conventional magnetic navigational system (MNS) with a single EPM to generate tilting and rotational motions of the CE, undesired translational motion of the CE may prevent accurate examination. We analyzed the motion of the CE by calculating the magnetic torque and magnetic force applied to the CE using the point-dipole approximation model. Using the proposed model, we propose a method to determine the optimal position and orientation of the EPM to generate tilting and rotational motions without undesired translational motion of the CE. Furthermore, we optimized the weight of dual EPMs to develop a lightweight MNS. We prototyped the proposed MNS and experimentally verified that the developed MNS can generate tilting and rotational motions of the CE without any translational motion.
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Affiliation(s)
- Suhong Bae
- Department of Mechanical Convergence Engineering, Hanyang University, Seoul 04763, Republic of Korea; (S.B.); (J.K.); (J.K.)
| | - Junhyoung Kwon
- Department of Mechanical Convergence Engineering, Hanyang University, Seoul 04763, Republic of Korea; (S.B.); (J.K.); (J.K.)
| | - Jongyul Kim
- Department of Mechanical Convergence Engineering, Hanyang University, Seoul 04763, Republic of Korea; (S.B.); (J.K.); (J.K.)
| | - Gunhee Jang
- Department of Mechanical Engineering, Hanyang University, Seoul 04763, Republic of Korea
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Liu W, Choi SJ, George D, Li L, Zhong Z, Zhang R, Choi SY, Selaru FM, Gracias DH. Untethered shape-changing devices in the gastrointestinal tract. Expert Opin Drug Deliv 2023; 20:1801-1822. [PMID: 38044866 PMCID: PMC10872387 DOI: 10.1080/17425247.2023.2291450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 12/01/2023] [Indexed: 12/05/2023]
Abstract
INTRODUCTION Advances in microfabrication, automation, and computer engineering seek to revolutionize small-scale devices and machines. Emerging trends in medicine point to smart devices that emulate the motility, biosensing abilities, and intelligence of cells and pathogens that inhabit the human body. Two important characteristics of smart medical devices are the capability to be deployed in small conduits, which necessitates being untethered, and the capacity to perform mechanized functions, which requires autonomous shape-changing. AREAS COVERED We motivate the need for untethered shape-changing devices in the gastrointestinal tract for drug delivery, diagnosis, and targeted treatment. We survey existing structures and devices designed and utilized across length scales from the macro to the sub-millimeter. These devices range from triggerable pre-stressed thin film microgrippers and spring-loaded devices to shape-memory and differentially swelling structures. EXPERT OPINION Recent studies demonstrate that when fully enabled, tether-free and shape-changing devices, especially at sub-mm scales, could significantly advance the diagnosis and treatment of GI diseases ranging from cancer and inflammatory bowel disease (IBD) to irritable bowel syndrome (IBS) by improving treatment efficacy, reducing costs, and increasing medication compliance. We discuss the challenges and possibilities associated with ensuring safe, reliable, and autonomous operation of these smart devices.
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Affiliation(s)
- Wangqu Liu
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Soo Jin Choi
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Derosh George
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Ling Li
- Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Zijian Zhong
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Ruili Zhang
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Si Young Choi
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Florin M. Selaru
- Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - David H. Gracias
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
- Department of Chemistry, Johns Hopkins University, Baltimore, MD 21218, USA
- Department of Materials Science and Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Laboratory for Computational Sensing and Robotics (LCSR), Johns Hopkins University, Baltimore, MD 21218, USA
- Sidney Kimmel Comprehensive Cancer Center (SKCCC), Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
- Center for MicroPhysiological Systems (MPS), Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
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B S, P A. Recent developments in wireless capsule endoscopy imaging: Compression and summarization techniques. Comput Biol Med 2022; 149:106087. [PMID: 36115301 DOI: 10.1016/j.compbiomed.2022.106087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 08/10/2022] [Accepted: 09/03/2022] [Indexed: 11/03/2022]
Abstract
Wireless capsule endoscopy (WCE) can be viewed as an innovative technology introduced in the medical domain to directly visualize the digestive system using a battery-powered electronic capsule. It is considered a desirable substitute for conventional digestive tract diagnostic methods for a comfortable and painless inspection. Despite many benefits, WCE results in poor video quality due to low frame resolution and diagnostic accuracy. Many research groups have presented diversified, low-complexity compression techniques to economize battery power consumed in the radio-frequency transmission of the captured video, which allows for capturing the images at high resolution. Many vision-based computational methods have been developed to improve the diagnostic yield. These methods include approaches for automatically detecting abnormalities and reducing the amount of time needed for video analysis. Though various research works have been put forth in the WCE imaging field, there is still a wide gap between the existing techniques and the current needs. Hence, this article systematically reviews recent WCE video compression and summarization techniques. The review's objectives are as follows: First, to provide the details of the requirement, challenges and design percepts for the low complexity WCE video compressor. Second, to discuss the most recent compression methods, emphasizing simple distributed video coding methods. Next, to review the most recent summarization techniques and the significance of using deep neural networks. Further, this review aims to provide a quantitative analysis of the state-of-the-art methods along with their advantages and drawbacks. At last, to discuss existing problems and possible future directions for building a robust WCE imaging framework.
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Affiliation(s)
- Sushma B
- Image Processing and Analysis Lab (iPAL), Department of Electronics and Communication Engineering, National Institute of Technology Karnataka-Surathkal, Mangalore 575025, Karnataka, India; Department of Electronics and Communication Engineering, CMR Institute of Technology, Bengaluru 560037, Karnataka, India.
| | - Aparna P
- Image Processing and Analysis Lab (iPAL), Department of Electronics and Communication Engineering, National Institute of Technology Karnataka-Surathkal, Mangalore 575025, Karnataka, India
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Barducci L, Scaglioni B, Martin J, Obstein KL, Valdastri P. Active Stabilization of Interventional Tasks Utilizing a Magnetically Manipulated Endoscope. Front Robot AI 2022; 9:854081. [PMID: 35494547 PMCID: PMC9047764 DOI: 10.3389/frobt.2022.854081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 03/17/2022] [Indexed: 01/16/2023] Open
Abstract
Magnetically actuated robots have become increasingly popular in medical endoscopy over the past decade. Despite the significant improvements in autonomy and control methods, progress within the field of medical magnetic endoscopes has mainly been in the domain of enhanced navigation. Interventional tasks such as biopsy, polyp removal, and clip placement are a major procedural component of endoscopy. Little advancement has been done in this area due to the problem of adequately controlling and stabilizing magnetically actuated endoscopes for interventional tasks. In the present paper we discuss a novel model-based Linear Parameter Varying (LPV) control approach to provide stability during interventional maneuvers. This method linearizes the non-linear dynamic interaction between the external actuation system and the endoscope in a set of equilibria, associated to different distances between the magnetic source and the endoscope, and computes different controllers for each equilibrium. This approach provides the global stability of the overall system and robustness against external disturbances. The performance of the LPV approach is compared to an intelligent teleoperation control method (based on a Proportional Integral Derivative (PID) controller), on the Magnetic Flexible Endoscope (MFE) platform. Four biopsies in different regions of the colon and at two different system equilibria are performed. Both controllers are asked to stabilize the endoscope in the presence of external disturbances (i.e. the introduction of the biopsy forceps through the working channel of the endoscope). The experiments, performed in a benchtop colon simulator, show a maximum reduction of the mean orientation error of the endoscope of 45.8% with the LPV control compared to the PID controller.
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Affiliation(s)
- Lavinia Barducci
- STORM Lab United Kingdom, Institute of Robotics, Autonomous Systems and Sensing, School of Electronic and Electrical Engineering, University of Leeds, Leeds, United Kingdom
| | - Bruno Scaglioni
- STORM Lab United Kingdom, Institute of Robotics, Autonomous Systems and Sensing, School of Electronic and Electrical Engineering, University of Leeds, Leeds, United Kingdom
| | - James Martin
- STORM Lab United Kingdom, Institute of Robotics, Autonomous Systems and Sensing, School of Electronic and Electrical Engineering, University of Leeds, Leeds, United Kingdom
| | - Keith L. Obstein
- STORM Lab United States, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Pietro Valdastri
- STORM Lab United Kingdom, Institute of Robotics, Autonomous Systems and Sensing, School of Electronic and Electrical Engineering, University of Leeds, Leeds, United Kingdom
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Ye D, Xue J, Yuan S, Zhang F, Song S, Wang J, Meng MQH. Design and Control of a Magnetically-Actuated Capsule Robot with Biopsy Function. IEEE Trans Biomed Eng 2022; 69:2905-2915. [PMID: 35259093 DOI: 10.1109/tbme.2022.3157451] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Wireless capsule endoscopy has been well used for gastrointestinal (GI) tract diagnosis. However, it can only obtain images and cannot take samples of GI tract tissues. In this study, we designed a magnetically-actuated biopsy capsule (MABC) robot for GI tract diagnosis. METHODS The proposed robot can achieve locomotion and biopsy functions under the control of external electromagnetic actuation (EMA) system. Two types of active locomotion can be achieved, plane motion refers to the robot rolling on the surface of the GI tract with a rotating uniform magnetic field. 3D motion refers to the robot moving in 3D space under the control of the EMA system. After reaching the target position, the biopsy needle can be sprung out for sampling and then retracted under a gradient magnetic field. RESULTS A pill-shaped robot prototype (15mm 32mm) has been fabricated and tested with phantom experiments. The average motion control error is 0.32mm in vertical direction, 3.3mm in horizontal direction, and the maximum sampling error is about 5.0mm. The average volume of the sampled tissue is about 0.35mm3. CONCLUSION We designed a MABC robot and proposed a control framework which enables planar and 3D spatial locomotion and biopsy sampling. SIGNIFICANCE The untethered MABC robot can be remotely controlled to achieve accurate sampling in multiple directions without internal power sources, paving the way towards precision sampling techniques for GI diseases in clinical procedures.
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Alsunaydih FN, Yuce MR. Next-generation ingestible devices: sensing, locomotion and navigation. Physiol Meas 2021; 42. [PMID: 33706294 DOI: 10.1088/1361-6579/abedc0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 03/11/2021] [Indexed: 12/15/2022]
Abstract
There is significant interest in exploring the human body's internal activities and measuring important parameters to understand, treat and diagnose the digestive system environment and related diseases. Wireless capsule endoscopy (WCE) is widely used for gastrointestinal (GI) tract exploration due to its effectiveness as it provides no pain and is totally tolerated by the patient. Current ingestible sensing technology provides a valuable diagnostic tool to establish a platform for monitoring the physiological and biological activities inside the human body. It is also used for visualizing the GI tract to observe abnormalities by recording the internal cavity while moving. However, the capsule endoscopy is still passive, and there is no successful locomotion method to control its mobility through the whole GI tract. Drug delivery, localization of abnormalities, cost reduction and time consumption are improvements that can be gained from having active ingestible WCEs. In this article, the current technological developments of ingestible devices including sensing, locomotion and navigation are discussed and compared. The main features required to implement next-generation active WCEs are explored. The methods are evaluated in terms of the most important features such as safety, velocity, complexity of design, control, and power consumption.
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Affiliation(s)
- Fahad N Alsunaydih
- Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, VIC, Australia.,Department of Electrical Engineering, Qassim University, Onizah, Qassim, Saudi Arabia
| | - Mehmet R Yuce
- Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, VIC, Australia
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Onaizah O, Koszowska Z, Winters C, Subramanian V, Jayne D, Arezzo A, Obstein KL, Valdastri P. Guidelines for Robotic Flexible Endoscopy at the Time of COVID-19. Front Robot AI 2021; 8:612852. [PMID: 33718439 PMCID: PMC7947201 DOI: 10.3389/frobt.2021.612852] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 01/20/2021] [Indexed: 12/22/2022] Open
Abstract
Flexible endoscopy involves the insertion of a long narrow flexible tube into the body for diagnostic and therapeutic procedures. In the gastrointestinal (GI) tract, flexible endoscopy plays a major role in cancer screening, surveillance, and treatment programs. As a result of gas insufflation during the procedure, both upper and lower GI endoscopy procedures have been classified as aerosol generating by the guidelines issued by the respective societies during the COVID-19 pandemic-although no quantifiable data on aerosol generation currently exists. Due to the risk of COVID-19 transmission to healthcare workers, most societies halted non-emergency and diagnostic procedures during the lockdown. The long-term implications of stoppage in cancer diagnoses and treatment is predicted to lead to a large increase in preventable deaths. Robotics may play a major role in this field by allowing healthcare operators to control the flexible endoscope from a safe distance and pave a path for protecting healthcare workers through minimizing the risk of virus transmission without reducing diagnostic and therapeutic capacities. This review focuses on the needs and challenges associated with the design of robotic flexible endoscopes for use during a pandemic. The authors propose that a few minor changes to existing platforms or considerations for platforms in development could lead to significant benefits for use during infection control scenarios.
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Affiliation(s)
- Onaizah Onaizah
- School of Electronic and Electrical Engineering, University of Leeds, Leeds, United Kingdom
| | - Zaneta Koszowska
- School of Electronic and Electrical Engineering, University of Leeds, Leeds, United Kingdom
| | - Conchubhair Winters
- Leeds Institute of Medical Research, University of Leeds, Leeds, United Kingdom
| | | | - David Jayne
- Leeds Institute of Medical Research, University of Leeds, Leeds, United Kingdom
| | - Alberto Arezzo
- Department of Surgical Sciences, University of Torino, Torino, Italy
| | - Keith L. Obstein
- Department of Gastroenterology, Hepatology, Nutrition, Vanderbilt University Medical Center, Nashville, TN, United States
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, United States
| | - Pietro Valdastri
- School of Electronic and Electrical Engineering, University of Leeds, Leeds, United Kingdom
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8
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The potential of deep learning for gastrointestinal endoscopy—a disruptive new technology. Artif Intell Med 2021. [DOI: 10.1016/b978-0-12-821259-2.00012-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Martin JW, Scaglioni B, Norton JC, Subramanian V, Arezzo A, Obstein KL, Valdastri P. Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation. NAT MACH INTELL 2020; 2:595-606. [PMID: 33089071 PMCID: PMC7571595 DOI: 10.1038/s42256-020-00231-9] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 09/01/2020] [Indexed: 12/24/2022]
Abstract
Early diagnosis of colorectal cancer significantly improves survival. However, over half of cases are diagnosed late due to demand exceeding the capacity for colonoscopy - the "gold standard" for screening. Colonoscopy is limited by the outdated design of conventional endoscopes, associated with high complexity of use, cost and pain. Magnetic endoscopes represent a promising alternative, overcoming drawbacks of pain and cost, but struggle to reach the translational stage as magnetic manipulation is complex and unintuitive. In this work, we use machine vision to develop intelligent and autonomous control of a magnetic endoscope, for the first time enabling non-expert users to effectively perform magnetic colonoscopy in-vivo. We combine the use of robotics, computer vision and advanced control to offer an intuitive and effective endoscopic system. Moreover, we define the characteristics required to achieve autonomy in robotic endoscopy. The paradigm described here can be adopted in a variety of applications where navigation in unstructured environments is required, such as catheters, pancreatic endoscopy, bronchoscopy, and gastroscopy. This work brings alternative endoscopic technologies closer to the translational stage, increasing availability of early-stage cancer treatments.
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Affiliation(s)
| | | | | | | | - Alberto Arezzo
- Department of Surgical Science, University of Torino, Corso Dogliotti, Turin, Italy
| | - Keith L. Obstein
- STORM Lab USA, Vanderbilt University, Nashville, USA
- Vanderbilt University Medical Centre, Nashville, TN, USA
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Han D, Yan G, Wang Z, Jiang P, Liu D, Zhao K, Ma J. The Modelling, Analysis, and Experimental Validation of a Novel Micro-Robot for Diagnosis of Intestinal Diseases. MICROMACHINES 2020; 11:E896. [PMID: 32992512 PMCID: PMC7601751 DOI: 10.3390/mi11100896] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 09/19/2020] [Accepted: 09/22/2020] [Indexed: 12/11/2022]
Abstract
Intestinal-related diseases all around the world are increasing nowadays, and gradually become stubborn diseases threatening human health, and even lives. Diagnosis methods have attracted more and more attention. This article concerns a non-invasive way, a novel micro-robot, to diagnose intestinal diseases. This proposed micro-robot is a swallowable device, 14 mm in diameter, like a capsule. In order to make it possible for the micro-robot to move forward, backward, or anchor itself at a suspicious lesion point in the intestine with different lumen diameter sections, two key mechanisms have been proposed. One is an expanding mechanism with two-layer folded legs for anchoring. The designed expanding mechanism could realize a large variable diameter ratio, upwards of 3.43. In addition, a pair of specific annular gears instead of a traditional pinion drive is devised not only saving limited space, but also reducing energy loss. The other mechanism is a telescoping mechanism, possessing a self-locking lead screw nut system, which is used to obtain axial motion of the micro-robot. Then, the kinematics and dynamics of the micro-robot are analyzed. After that, the following experiments, including force tests and locomotion tests, are constructed. A good match is found between the theoretical results and the experimental data. Finally, in vitro experiments are performed with a prototype to verify the safety and reliability of the proposed micro-robot in porcine intestine.
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Affiliation(s)
- Ding Han
- School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (G.Y.); (Z.W.); (P.J.); (D.L.); (K.Z.); (J.M.)
- Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Guozheng Yan
- School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (G.Y.); (Z.W.); (P.J.); (D.L.); (K.Z.); (J.M.)
- Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zhiwu Wang
- School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (G.Y.); (Z.W.); (P.J.); (D.L.); (K.Z.); (J.M.)
- Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Pingping Jiang
- School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (G.Y.); (Z.W.); (P.J.); (D.L.); (K.Z.); (J.M.)
- Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Dasheng Liu
- School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (G.Y.); (Z.W.); (P.J.); (D.L.); (K.Z.); (J.M.)
- Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Kai Zhao
- School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (G.Y.); (Z.W.); (P.J.); (D.L.); (K.Z.); (J.M.)
- Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Jin Ma
- School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (G.Y.); (Z.W.); (P.J.); (D.L.); (K.Z.); (J.M.)
- Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200240, China
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Formosa GA, Prendergast JM, Edmundowicz SA, Rentschler ME. Novel Optimization-Based Design and Surgical Evaluation of a Treaded Robotic Capsule Colonoscope. IEEE T ROBOT 2020. [DOI: 10.1109/tro.2019.2949466] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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12
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Scaglioni B, Previtera L, Martin J, Norton J, Obstein KL, Valdastri P. Explicit Model Predictive Control of a Magnetic Flexible Endoscope. IEEE Robot Autom Lett 2019; 4:716-723. [PMID: 30931392 PMCID: PMC6435294 DOI: 10.1109/lra.2019.2893418] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
In this paper, explicit model predictive control is applied in conjunction with nonlinear optimisation to a magnetically actuated flexible endoscope for the first time. The approach is aimed at computing the motion of the external permanent magnet, given the desired forces and torques. The strategy described here takes advantage of the nonlinear nature of the magnetic actuation and explicitly considers the workspace boundaries, as well as the actuation constraints. Initially, a simplified dynamic model of the tethered capsule, based on the Euler-Lagrange equations is developed. Subsequently, the explicit model predictive control is described and a novel approach for the external magnet positioning, based on a single step, nonlinear optimisation routine, is proposed. Finally, the strategy is implemented on the experimental platform, where bench-top trials are performed on a realistic colon phantom, showing the effectiveness of the technique. The work presented here constitutes an initial exploration for model-based control techniques applied to magnetically manipulated payloads, the techniques described here may be applied to a wide range of devices, including flexible endoscopes and wireless capsules. To our knowledge, this is the first example of advanced closed loop control of magnetic capsules.
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Affiliation(s)
- Bruno Scaglioni
- Storm Lab UK, School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK,{b.scaglioni,j.norton,p.valdastri}[at]leeds.ac.uk
| | | | - James Martin
- Storm Lab UK, School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK,{b.scaglioni,j.norton,p.valdastri}[at]leeds.ac.uk
| | - Joseph Norton
- Storm Lab UK, School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK,{b.scaglioni,j.norton,p.valdastri}[at]leeds.ac.uk
| | - Keith L Obstein
- Division of Gastroenterology, Vanderbilt University, Nashville TN, USA, keith.obstein[at]vumc.org
| | - Pietro Valdastri
- Storm Lab UK, School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK,{b.scaglioni,j.norton,p.valdastri}[at]leeds.ac.uk
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Aasen TD, Wilhoite D, Rahman A, Devani K, Young M, Swenson J. No significant difference in clinically relevant findings between Pillcam ® SB3 and Pillcam ® SB2 capsules in a United States veteran population. World J Gastrointest Endosc 2019; 11:124-132. [PMID: 30788031 PMCID: PMC6379749 DOI: 10.4253/wjge.v11.i2.124] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 01/20/2019] [Accepted: 01/26/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Capsule endoscopy (CE) allows for a non-invasive small bowel evaluation for a wide range of gastrointestinal (GI) symptoms and diseases. Capsule technology has been rapidly advancing over recent years, often improving image frequency and quality. The Pillcam® SB3 (SB3) capsule is one such technology that offers an adaptive frame rate advantage over the previous versions of the capsule the Pillcam® SB2 (SB2). Some have proposed that this improvement in capsule technology may lead to increased diagnostic yields; however, real world clinical data is currently lacking.
AIM To evaluate the clinically relevant findings of SB3 and SB2 capsules in a population of United States veterans.
METHODS A retrospective analysis of 260 consecutive CE studies was performed including 130 SB3 and 130 SB2 capsule studies. Recorded variables included: age, gender, type of capsule, body mass index, exam completion, inpatient status, opioid use, diabetes, quality of preparation, gastric transit time, small bowel transit time, indication, finding, and if the exam resulted in a change in clinical management. The primary outcome measured was the detection of clinically relevant findings between SB3 and SB2 capsules.
RESULTS Mean age of the study population was 67.1 ± 10.4 years and 94.2% of patients were male. Of these 28.1% were on opioid users. The most common indications for capsule procedure were occult GI bleeding (74.6%) and overt GI bleeding (14.6%). Rates of incomplete exam were similar between SB3 and SB2 groups (16.9% vs 9.2%, P = 0.066). The overall rate of clinically relevant finding was 48.9% in our study. No significant difference was observed in SB3 vs SB2 capsules for clinically relevant findings (46.2% vs 51.5%, P = 0.385) or change in clinical management (40.8% vs 50.0%, P = 0.135).
CONCLUSION Our study found no significant difference in clinically relevant findings between SB3 and SB2 capsules.
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Affiliation(s)
- Tyler D Aasen
- Gastroenterology Section, East Tennessee State University Quillen College of Medicine, Johnson City, TN 37604, United States
| | - David Wilhoite
- Gastroenterology Section, East Tennessee State University Quillen College of Medicine, Johnson City, TN 37604, United States
| | - Aynur Rahman
- Gastroenterology Section, East Tennessee State University Quillen College of Medicine, Johnson City, TN 37604, United States
| | - Kalpit Devani
- Gastroenterology Section, East Tennessee State University Quillen College of Medicine, Johnson City, TN 37604, United States
| | - Mark Young
- Gastroenterology Section, East Tennessee State University Quillen College of Medicine, Johnson City, TN 37604, United States
| | - James Swenson
- Gastroenterology Section, Mountain Home Veterans Affairs Healthcare System, Mountain Home, TN 37684, United States
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Steiger C, Abramson A, Nadeau P, Chandrakasan AP, Langer R, Traverso G. Ingestible electronics for diagnostics and therapy. NATURE REVIEWS MATERIALS 2018; 4:83-98. [DOI: 10.1038/s41578-018-0070-3] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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Image Based High-Level Control System Design for Steering and Controlling of an Active Capsule Endoscope. J INTELL ROBOT SYST 2018. [DOI: 10.1007/s10846-018-0956-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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16
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Kim SH, Yang DH, Kim JS. Current Status of Interpretation of Small Bowel Capsule Endoscopy. Clin Endosc 2018; 51:329-333. [PMID: 30078306 PMCID: PMC6078920 DOI: 10.5946/ce.2018.095] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2018] [Accepted: 07/18/2018] [Indexed: 02/06/2023] Open
Abstract
Capsule endoscopy (CE) has revolutionized direct small bowel imaging and is widely used in clinical practice. Remote visualization of bowel images enables painless, well-tolerated endoscopic examinations. Small bowel CE has a high diagnostic yield and the ability to examine the entire small bowel. The diagnostic yield of CE relies on lesion detection and interpretation. In this review, issues related to lesion detection and interpretation of CE have been addressed, and the current status of automated reading software development has been reviewed. Clinical significance of an external real-time image viewer has also been described.
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Affiliation(s)
- Su Hwan Kim
- Department of Internal Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Dong-Hoon Yang
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jin Su Kim
- Division of Gastroenterology, Department of Internal Medicine, Seoul St. Mary's Hospital, The Catholic University of Korea College of Medicine, Seoul, Korea
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17
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Taddese AZ, Slawinski PR, Pirotta M, De Momi E, Obstein KL, Valdastri P. Enhanced Real-Time Pose Estimation for Closed-Loop Robotic Manipulation of Magnetically Actuated Capsule Endoscopes. Int J Rob Res 2018; 37:890-911. [PMID: 30150847 PMCID: PMC6108552 DOI: 10.1177/0278364918779132] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Pose estimation methods for robotically guided magnetic actuation of capsule endoscopes have recently enabled trajectory following and automation of repetitive endoscopic maneuvers. However, these methods face significant challenges in their path to clinical adoption including the presence of regions of magnetic field singularity, where the accuracy of the system degrades, and the need for accurate initialization of the capsule's pose. In particular, the singularity problem exists for any pose estimation method that utilizes a single source of magnetic field if the method does not rely on the motion of the magnet to obtain multiple measurements from different vantage points. We analyze the workspace of such pose estimation methods with the use of the point-dipole magnetic field model and show that singular regions exist in areas where the capsule is nominally located during magnetic actuation. Since the dipole model can approximate most magnetic field sources, the problem discussed herein pertains to a wider set of pose estimation techniques. We then propose a novel hybrid approach employing static and time-varying magnetic field sources and show that this system has no regions of singularity. The proposed system was experimentally validated for accuracy, workspace size, update rate and performance in regions of magnetic singularity. The system performed as well or better than prior pose estimation methods without requiring accurate initialization and was robust to magnetic singularity. Experimental demonstration of closed-loop control of a tethered magnetic device utilizing the developed pose estimation technique is provided to ascertain its suitability for robotically guided capsule endoscopy. Hence, advances in closed-loop control and intelligent automation of magnetically actuated capsule endoscopes can be further pursued toward clinical realization by employing this pose estimation system.
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Affiliation(s)
- Addisu Z. Taddese
- Science and Technology of Robotics in Medicine (STORM) Laboratory USA, Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Piotr R. Slawinski
- Science and Technology of Robotics in Medicine (STORM) Laboratory USA, Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Marco Pirotta
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Elena De Momi
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Keith L. Obstein
- Science and Technology of Robotics in Medicine (STORM) Laboratory USA, Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
- Division of Gastroenterology, Hepatology, and Nutrition, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Pietro Valdastri
- Science and Technology of Robotics in Medicine (STORM) Laboratory UK, School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK
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18
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Abstract
In this study, we propose a new magnetically actuated anchoring system for wireless capsule endoscopes (WCE) by employing the principle of a switchable magnetic spring. A force model is derived to predict the magnetic force needed to support the interaction between the anchors and the intestinal lumen. The theoretical and experimental analysis conducted shows that the magnetic spring is capable of providing the force needed to activate the anchoring mechanism, which consists of four foldable legs. A prototype capsule with a size comparable with the size of a commercial WCE was designed, fabricated, and tested. The in-vitro tests with a real small intestine show that the proposed anchoring mechanism is able to raise the friction force between the anchoring legs and inner wall of the intestine by more than two times after its activation using an external magnetic field. Experimental results presented demonstrate that the proposed anchoring system, which has a low foot-print not taking up too much space on the capsule, can provide a reliable anchoring capability with the capsule inside the intestinal lumen.
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19
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Near-lossless energy-efficient image compression algorithm for wireless capsule endoscopy. Biomed Signal Process Control 2017. [DOI: 10.1016/j.bspc.2017.04.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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20
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Fracczak L, Kobierska A, Koter K, Zak P, Czkwianiac E, Kolejwa M, Nowak A, Socha-Banasiak A, Slezak J. The diagnostic gastroenterology needs in relation to exisiting tools, research and design work on a new tool in endoscopy field. 2017 22ND INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR) 2017:705-710. [DOI: 10.1109/mmar.2017.8046914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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21
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Mapara SS, Patravale VB. Medical capsule robots: A renaissance for diagnostics, drug delivery and surgical treatment. J Control Release 2017; 261:337-351. [PMID: 28694029 DOI: 10.1016/j.jconrel.2017.07.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Revised: 07/04/2017] [Accepted: 07/05/2017] [Indexed: 12/11/2022]
Abstract
The advancements in electronics and the progress in nanotechnology have resulted in path breaking development that will transform the way diagnosis and treatment are carried out currently. This development is Medical Capsule Robots, which has emerged from the science fiction idea of robots travelling inside the body to diagnose and cure disorders. The first marketed capsule robot was a capsule endoscope developed to capture images of the gastrointestinal tract. Today, varieties of capsule endoscopes are available in the market. They are slightly larger than regular oral capsules, made up of a biocompatible case and have electronic circuitry and mechanisms to capture and transmit images. In addition, robots with diagnostic features such as in vivo body temperature detection and pH monitoring have also been launched in the market. However, a multi-functional unit that will diagnose and cure diseases inside the body has not yet been realized. A remote controlled capsule that will undertake drug delivery and surgical treatment has not been successfully launched in the market. High cost, inadequate power supply, lack of control over drug release, limited space for drug storage on the capsule, inadequate safety and no mechanisms for active locomotion and anchoring have prevented their entry in the market. The capsule robots can revolutionize the current way of diagnosis and treatment. This paper discusses in detail the applications of medical capsule robots in diagnostics, drug delivery and surgical treatment. In diagnostics, detailed analysis has been presented on wireless capsule endoscopes, issues associated with the marketed versions and their corresponding solutions in literature. Moreover, an assessment has been made of the existing state of remote controlled capsules for targeted drug delivery and surgical treatment and their future impact is predicted. Besides the need for multi-functional capsule robots and the areas for further research have also been highlighted.
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Affiliation(s)
- Sanyat S Mapara
- Department of Pharmaceutical Sciences and Technology, Institute of Chemical Technology, Nathalal Parekh Marg, Matunga East, Mumbai 400019, India
| | - Vandana B Patravale
- Department of Pharmaceutical Sciences and Technology, Institute of Chemical Technology, Nathalal Parekh Marg, Matunga East, Mumbai 400019, India.
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22
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Xie W, Lewis WM, Kaser J, Ross Welch C, Li P, Nelson CA, Kothari V, Terry BS. Design and Validation of a Biosensor Implantation Capsule Robot. J Biomech Eng 2017; 139:2625660. [DOI: 10.1115/1.4036607] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Indexed: 12/22/2022]
Abstract
We have proposed a long-term, noninvasive, nonrestrictive method of delivering and implanting a biosensor within the body via a swallowable implantation capsule robot (ICR). The design and preliminary validation of the ICR’s primary subsystem—the sensor deployment system—is discussed and evidence is provided for major design choices. The purpose of the sensor deployment system is to adhere a small biosensor to the mucosa of the intestine long-term, and the modality was inspired by tapeworms and other organisms that employ a strategy of mechanical adhesion to soft tissue via the combined use of hooks or needles and suckers. Testing was performed to refine the design of the suction and needle attachment as well as the sensor ejection features of the ICR. An experiment was conducted in which needle sharpness, needle length, and vacuum volume were varied, and no statistically significant difference was observed. Finally, preliminary testing, coupled with prior work within a live porcine model, provided evidence that this is a promising approach for implanting a biosensor within the small intestine.
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Affiliation(s)
- Wanchuan Xie
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, W342 Nebraska Hall, Lincoln, NE 68588-0526
| | - Weston M. Lewis
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, W342 Nebraska Hall, Lincoln, NE 68588-0526
| | - Jared Kaser
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, W342 Nebraska Hall, Lincoln, NE 68588-0526
| | - C. Ross Welch
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, W342 Nebraska Hall, Lincoln, NE 68588-0526
| | - Pengbo Li
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, W342 Nebraska Hall, Lincoln, NE 68588-0526
| | - Carl A. Nelson
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, W342 Nebraska Hall, Lincoln, NE 68588-0526
| | - Vishal Kothari
- Department of Surgery, University of Nebraska Medical Center, 4400 Emile Street, Omaha, NE 68198
| | - Benjamin S. Terry
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, W342 Nebraska Hall, Lincoln, NE 68588-0526 e-mail:
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23
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Murino A, Despott EJ. Small bowel endoluminal imaging (capsule and enteroscopy). Frontline Gastroenterol 2017; 8:148-151. [PMID: 28839900 PMCID: PMC5369435 DOI: 10.1136/flgastro-2016-100765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Accepted: 12/11/2016] [Indexed: 02/04/2023] Open
Abstract
Over the last 16 years, the disruptive technologies of small bowel capsule endoscopy and device-assisted enteroscopy have revolutionised endoluminal imaging and minimally invasive therapy of the small bowel. Further technological developments continue to expand their indications and use. This brief review highlights the state-of-the-art in this arena and aims to summarise the current and potential future role of these technologies in clinical practice.
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Affiliation(s)
- Alberto Murino
- Royal Free Unit for Endoscopy, The Royal Free Hospital and University College London (UCL) Institute for Liver and Digestive Health, London, UK
| | - Edward J Despott
- Royal Free Unit for Endoscopy, The Royal Free Hospital and University College London (UCL) Institute for Liver and Digestive Health, London, UK
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24
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Slawinski PR, Taddese AZ, Musto KB, Obstein KL, Valdastri P. Autonomous Retroflexion of a Magnetic Flexible Endoscope. IEEE Robot Autom Lett 2017; 2:1352-1359. [PMID: 28289703 DOI: 10.1109/lra.2017.2668459] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Retroflexion during colonoscopy is typically only practiced in the wider proximal and distal ends of the large intestine owing to the stiff nature of the colonoscope. This inability to examine the proximal side of the majority of colon folds contributes to today's suboptimal colorectal cancer detection rates. We have developed an algorithm for autonomous retroflexion of a flexible endoscope that is actuated magnetically from the tip. The magnetic wrench applied on the tip of the endoscope is optimized in real-time with data from pose detection to compute motions of the actuating magnet. This is the first example of a completely autonomous maneuver by a magnetic endoscope for exploration of the gastrointestinal tract. The proposed approach was validated in plastic tubes of various diameters with a success rate of 98.8% for separation distances up to 50 mm. Additionally, a set of trials was conducted in an excised porcine colon observing a success rate of 100% with a mean time of 19.7 s. In terms of clinical safety, the maximum stress that is applied on the colon wall with our methodology is an order of magnitude below what would damage tissue.
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Affiliation(s)
- Piotr R Slawinski
- The Science and Technology of Robotics in Medicine (STORM) Laboratory, Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Addisu Z Taddese
- The Science and Technology of Robotics in Medicine (STORM) Laboratory, Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Kyle B Musto
- The Science and Technology of Robotics in Medicine (STORM) Laboratory, Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Keith L Obstein
- The Division of Gastroenterology, Hepatology, and Nutrition, Vanderbilt University Medical Center, Nashville, TN, USA; The Science and Technology of Robotics in Medicine (STORM) Laboratory, Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Pietro Valdastri
- The Institute of Robotics, Autonomous Systems and Sensing, School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK; The Science and Technology of Robotics in Medicine (STORM) Laboratory, Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
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25
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Fontana R, Mulana F, Cavallotti C, Tortora G, Vigliar M, Vatteroni M, Menciassi A. An Innovative Wireless Endoscopic Capsule With Spherical Shape. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2017; 11:143-152. [PMID: 27362990 DOI: 10.1109/tbcas.2016.2560800] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
This paper aims to contribute to the advancement of the Wireless Capsule Endoscopy (WCE) field for ColoRectal Cancer (CRC) screening, by developing all electronic circuits to build an innovative wireless endoscopic capsule with a spherical shape, conceived to reduce the friction during its locomotion and thus improving patient's acceptability. The proposed capsule embeds an image sensor with optics and Light Emitting Diodes (LEDs), a control unit with a telemetry module, an actuation system, a battery with a smart recharging circuit able to recharge in 20 minutes, a smart power-on circuit and a localization module. Everything is devised to fit in a small spherical shape with a diameter of 26 mm and a weight of 12.70 g. The authors present a description of the sub-modules involved in the capsule development, together with the firmware and hardware integration. In order to reduce the bandwidth for matching the specifications of the target commercial telemetry, the firmware interfacing of a custom encoder was performed, which is able to compress the incoming images with a negligible loss of information and occupying a number of Look Up-Tables (LUTs) less than 1780. As a preliminary work, a versatile Field Programmable Gate Arrays (FPGA) based demo-board system has been developed in order to test and optimize the functionalities and the performance of the single sub-modules and wireless vision chain system. This work allows to demonstrate the feasibility of a complex biomedical system, with severe constraints by highlighting the necessity to enhance the frame rate in the future.
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26
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Popek KM, Schmid T, Abbott JJ. Six-Degree-of-Freedom Localization of an Untethered Magnetic Capsule Using a Single Rotating Magnetic Dipole. IEEE Robot Autom Lett 2017. [DOI: 10.1109/lra.2016.2608421] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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27
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Taddese AZ, Slawinski PR, Obstein KL, Valdastri P. Nonholonomic Closed-loop Velocity Control of a Soft-tethered Magnetic Capsule Endoscope. PROCEEDINGS OF THE ... IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS. IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS 2016; 2016:1139-1144. [PMID: 28316873 DOI: 10.1109/iros.2016.7759192] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
In this paper, we demonstrate velocity-level closed-loop control of a tethered magnetic capsule endoscope that is actuated via serial manipulator with a permanent magnet at its end-effector. Closed-loop control (2 degrees-of-freedom in position, and 2 in orientation) is made possible with the use of a real-time magnetic localization algorithm that utilizes the actuating magnetic field and thus does not require additional hardware. Velocity control is implemented to create smooth motion that is clinically necessary for colorectal cancer diagnostics. Our control algorithm generates a spline that passes through a set of input points that roughly defines the shape of the desired trajectory. The velocity controller acts in the tangential direction to the path, while a secondary position controller enforces a nonholonomic constraint on capsule motion. A soft nonholonomic constraint is naturally imposed by the lumen while we enforce a strict constraint for both more accurate estimation of tether disturbance and hypothesized intuitiveness for a clinician's teleoperation. An integrating disturbance force estimation control term is introduced to predict the disturbance of the tether. This paper presents the theoretical formulations and experimental validation of our methodology. Results show the system's ability to achieve a repeatable velocity step response with low steady-state error as well as ability of the tethered capsule to maneuver around a bend.
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Affiliation(s)
- Addisu Z Taddese
- Mechanical Engineering Department, Vanderbilt University, Nashville, TN, USA
| | - Piotr R Slawinski
- Mechanical Engineering Department, Vanderbilt University, Nashville, TN, USA
| | - Keith L Obstein
- Mechanical Engineering Department, Vanderbilt University, Nashville, TN, USA; Division of Gastroenterology, Hepatology, and Nutrition, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Pietro Valdastri
- School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK; Mechanical Engineering Department, Vanderbilt University, Nashville, TN, USA
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28
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Morgan DR, Malik PR, Romeo DP, Rex DK. Initial US evaluation of second-generation capsule colonoscopy for detecting colon polyps. BMJ Open Gastroenterol 2016; 3:e000089. [PMID: 27195129 PMCID: PMC4860721 DOI: 10.1136/bmjgast-2016-000089] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2016] [Revised: 03/16/2016] [Accepted: 04/07/2016] [Indexed: 12/16/2022] Open
Abstract
Objectives Capsule colonoscopy is an additional screening modality for colorectal cancer. Second-generation capsule colonoscopy (CC2) may have improved efficacy in the detection of colon adenomas as compared with prior devices. The purpose of this study was to evaluate the performance of CC2 in the detection of polyps in symptomatic and screening patients in the USA. Design Prospective, multicentre study. Setting and participants Two academic medical centres and two private practice facilities, evaluating patients with indications for colonoscopy. Methods Patients underwent capsule colonoscopy procedure using magnesium citrate as a boost, followed by colonoscopy on the same day. The main outcome measurement was accuracy of CC2 for the detection of colorectal polyps ≥6 and ≥10 mm as compared with conventional colonoscopy. Results 51 patients were enrolled, 50 of whom had CC2 and colonoscopy examinations and were included in the accuracy analysis. 30% and 14% of patients had polyps ≥6 and ≥10 mm, respectively. For lesions ≥10 mm identified on conventional colonoscopy, CC2 sensitivity was 100% (95% CI 56.1% to 100%) with a specificity of 93.0% (79.9% to 98.2%). For polyps ≥6 mm, the CC2 sensitivity was 93.3% (66.0% to 99.7%) and the specificity was 80.0% (62.5% to 90.9%). There was a 61% adequate cleansing rate with 64% of CC2 procedures being complete. Conclusions In the initial US experience with CC2 there was adequate sensitivity for detecting patients with polyps ≥6 mm in size. Magnesium citrate was inadequate as a boost agent. Trial registration number NCT01087528.
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Affiliation(s)
- Douglas R Morgan
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition , Vanderbilt Institute for Global Health, Vanderbilt University , Nashville, Tennessee , USA
| | - Pramod R Malik
- Gastroenterology Associates of Tidewater, P.C , Virginia Gastroenterology Institute , Suffolk, Virginia , USA
| | - David P Romeo
- Dayton Gastroenterology, Inc. , Beavercreek, Ohio , USA
| | - Douglas K Rex
- Department of Medicine, Division of Gastroenterology/Hepatology , Indiana University Hospital , Indianapolis, Indiana , USA
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29
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Ciuti G, Caliò R, Camboni D, Neri L, Bianchi F, Arezzo A, Koulaouzidis A, Schostek S, Stoyanov D, Oddo CM, Magnani B, Menciassi A, Morino M, Schurr MO, Dario P. Frontiers of robotic endoscopic capsules: a review. JOURNAL OF MICRO-BIO ROBOTICS 2016; 11:1-18. [PMID: 29082124 PMCID: PMC5646258 DOI: 10.1007/s12213-016-0087-x] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 03/24/2016] [Accepted: 04/07/2016] [Indexed: 12/15/2022]
Abstract
Digestive diseases are a major burden for society and healthcare systems, and with an aging population, the importance of their effective management will become critical. Healthcare systems worldwide already struggle to insure quality and affordability of healthcare delivery and this will be a significant challenge in the midterm future. Wireless capsule endoscopy (WCE), introduced in 2000 by Given Imaging Ltd., is an example of disruptive technology and represents an attractive alternative to traditional diagnostic techniques. WCE overcomes conventional endoscopy enabling inspection of the digestive system without discomfort or the need for sedation. Thus, it has the advantage of encouraging patients to undergo gastrointestinal (GI) tract examinations and of facilitating mass screening programmes. With the integration of further capabilities based on microrobotics, e.g. active locomotion and embedded therapeutic modules, WCE could become the key-technology for GI diagnosis and treatment. This review presents a research update on WCE and describes the state-of-the-art of current endoscopic devices with a focus on research-oriented robotic capsule endoscopes enabled by microsystem technologies. The article also presents a visionary perspective on WCE potential for screening, diagnostic and therapeutic endoscopic procedures.
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Affiliation(s)
- Gastone Ciuti
- The BioRobotics Institute of Scuola Superiore Sant'Anna, Pontedera, Pisa 56025 Italy
| | - R Caliò
- The BioRobotics Institute of Scuola Superiore Sant'Anna, Pontedera, Pisa 56025 Italy
| | - D Camboni
- The BioRobotics Institute of Scuola Superiore Sant'Anna, Pontedera, Pisa 56025 Italy
| | - L Neri
- The BioRobotics Institute of Scuola Superiore Sant'Anna, Pontedera, Pisa 56025 Italy.,Ekymed S.r.l., Livorno, Italy
| | - F Bianchi
- The BioRobotics Institute of Scuola Superiore Sant'Anna, Pontedera, Pisa 56025 Italy
| | - A Arezzo
- Department of Surgical Disciplines, University of Torino, Torino, Italy
| | - A Koulaouzidis
- Endoscopy Unit, The Royal Infirmary of Edinburgh, Edinburgh, Scotland, UK
| | | | - D Stoyanov
- Centre for Medical Image Computing and the Department of Computer Science, University College London, London, UK
| | - C M Oddo
- The BioRobotics Institute of Scuola Superiore Sant'Anna, Pontedera, Pisa 56025 Italy
| | | | - A Menciassi
- The BioRobotics Institute of Scuola Superiore Sant'Anna, Pontedera, Pisa 56025 Italy
| | - M Morino
- Department of Surgical Disciplines, University of Torino, Torino, Italy
| | - M O Schurr
- Ovesco Endoscopy AG, Tübingen, Germany.,Steinbeis University Berlin, Berlin, Germany
| | - P Dario
- The BioRobotics Institute of Scuola Superiore Sant'Anna, Pontedera, Pisa 56025 Italy
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30
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Ching HL, Hale MF, McAlindon ME. Current and future role of magnetically assisted gastric capsule endoscopy in the upper gastrointestinal tract. Therap Adv Gastroenterol 2016; 9:313-21. [PMID: 27134661 PMCID: PMC4830104 DOI: 10.1177/1756283x16633052] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Capsule endoscopy first captivated the medical world when it provided a means to visualize the small bowel, which was previously out of endoscopic reach. In the subsequent decade and a half we continue to learn of the true potential that capsule endoscopy has to offer. Of particular current interest is whether capsule endoscopy has any reliable investigative role in the upper gastrointestinal tract. Much research has already been dedicated to enhancing the diagnostic and indeed therapeutic properties of capsule endoscopy. Specific modifications to tackle the challenges of the gut have already been described in the current literature. In the upper gastrointestinal tract, the capacious anatomy of the stomach represents one of many challenges that capsule endoscopy must overcome. One solution to improving diagnostic yield is to utilize external magnetic steering of a magnetically receptive capsule endoscope. Notionally this would provide a navigation system to direct the capsule to different areas of the stomach and allow complete gastric mucosal examination. To date, several studies have presented promising data to support the feasibility of this endeavour. However the jury is still out as to whether this system will surpass conventional gastroscopy, which remains the gold standard diagnostic tool in the foregut. Nevertheless, a minimally invasive and patient-friendly alternative to gastroscopy remains irresistibly appealing, warranting further studies to test the potential of magnetically assisted capsule endoscopy. In this article the authors would like to share the current state of magnetically assisted capsule endoscopy and anticipate what is yet to come.
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Affiliation(s)
| | - Melissa Fay Hale
- Clinical Investigations Unit, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Glossop Road, Sheffield S10 2JF, UK
| | - Mark Edward McAlindon
- Clinical Investigations Unit, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Glossop Road, Sheffield S10 2JF, UK
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