• Title/Summary/Keyword: Robot-assisted Learning

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A Single-Center Experience of Robotic-Assisted Spine Surgery in Korea : Analysis of Screw Accuracy, Potential Risk Factor of Screw Malposition and Learning Curve

  • Bu Kwang Oh;Dong Wuk Son;Jun Seok Lee;Su Hun Lee;Young Ha Kim;Soon Ki Sung;Sang Weon Lee;Geun Sung Song;Seong Yi
    • Journal of Korean Neurosurgical Society
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    • v.67 no.1
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    • pp.60-72
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    • 2024
  • Objective : Recently, robotic-assisted spine surgery (RASS) has been considered a minimally invasive and relatively accurate method. In total, 495 robotic-assisted pedicle screw fixation (RAPSF) procedures were attempted on 100 patients during a 14-month period. The current study aimed to analyze the accuracy, potential risk factors, and learning curve of RAPSF. Methods : This retrospective study evaluated the position of RAPSF using the Gertzbein and Robbins scale (GRS). The accuracy was analyzed using the ratio of the clinically acceptable group (GRS grades A and B), the dissatisfying group (GRS grades C, D, and E), and the Surgical Evaluation Assistant program. The RAPSF was divided into the no-breached group (GRS grade A) and breached group (GRS grades B, C, D, and E), and the potential risk factors of RAPSF were evaluated. The learning curve was analyzed by changes in robot-used time per screw and the occurrence tendency of breached and failed screws according to case accumulation. Results : The clinically acceptable group in RAPSF was 98.12%. In the analysis using the Surgical Evaluation Assistant program, the tip offset was 2.37±1.89 mm, the tail offset was 3.09±1.90 mm, and the angular offset was 3.72°±2.72°. In the analysis of potential risk factors, the difference in screw fixation level (p=0.009) and segmental distance between the tracker and the instrumented level (p=0.001) between the no-breached and breached group were statistically significant, but not for the other factors. The mean difference between the no-breach and breach groups was statistically significant in terms of pedicle width (p<0.001) and tail offset (p=0.042). In the learning curve analysis, the occurrence of breached and failed screws and the robot-used time per screw screws showed a significant decreasing trend. Conclusion : In the current study, RAPSF was highly accurate and the specific potential risk factors were not identified. However, pedicle width was presumed to be related to breached screw. Meanwhile, the robot-used time per screw and the incidence of breached and failed screws decreased with the learning curve.

Robot-Assisted Learning using Educational Service Robots (교육 서비스 로봇을 활용한 로봇보조학습)

  • Han, Jeong-Hye;Jo, Mi-Heon
    • 한국정보교육학회:학술대회논문집
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    • 2010.01a
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    • pp.343-346
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    • 2010
  • 최근 지능형 교육서비스로봇을 이용한 교육적 효과가 입증되면서, 유치원에 상용화가 시작되었으며, 2010년에는 초등학교 방과후 학교 영어수업을 위한 기술 개발과 필드 적용 연구가 진행되어 로봇보조학습, 즉 서비스로봇에 의한 r-Learning 패러다임의 본격적인 도래를 예고하고 있다. 이에 본 연구에서는 교육용 로봇의 개념과 종류를 정의하고, 관련 연구 동향을 살펴보았다.

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A Comprehensive Review on r-Learning: Authentic r-Learning Beyond the Fad of New Educational Technology

  • Jung, Sung Eun;Han, Jeonghye
    • International journal of advanced smart convergence
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    • v.9 no.2
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    • pp.28-37
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    • 2020
  • We conducted a comprehensive review on the previous research on r-Learning. By reviewing 843 previous studies about r-Learning published from 2004 to 2015, this study investigated 1) the trend of research on r-Learning over time, 2) the characteristics of targeted students in r-Learning, 3) the educational activities implemented for r-Learning, and 4) the types of educational robots used for r-Learning. The study found that the research on r-Learning has rapidly and steadily increased and the types of educational activities and educational robots has been diversified. Relying on the findings of this review, this study suggests 1) ensuring growth in both the quality and the quantity of research on r-Learning, 2) broadening the target student population of r-Learning beyond the age-limited boundaries, 3) enhancing educational activities of r-Learning, and 4) recognizing the necessity for systematic and clear concepts of types of educational robots.

Educational Usage of a Teaching Assistant Robot (교사 보조 로봇의 교육적 활용)

  • Han, Jeong-Hye;Kim, Dong-Ho
    • Journal of The Korean Association of Information Education
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    • v.10 no.1
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    • pp.155-161
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    • 2006
  • Robots evolve from tools to information media since they generates information by interacting with human. As studies on robot-aided education are still in a starting phase, attempts need to be made to use robots for educational purposes and to investigate the effects of the use. It was showed that robot-aided learning was friendlier than other media assisted learning, and especially effective for motivating children. We developed the prototype robot Jenny that can help teachers as a educational media in class(i.e. as a T.A. robot, it can present robot contents on its chest to screen and explain about it when teacher asks). is a schoolmate for 5th or 6th grade children or an elder schoolmate for the rest. We performed the field trial at an elementary school. We carried out 9 classes for three subjects(english, korean, music) with -students in $4th{\sim}5th$ grade. They thought Jenny who was 13 years old as an elder schoolmate in 6th grade. Also, a significant difference was found in the interest and concentration of experimental groups from controlled groups.

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A Robotic System with Behavioral Intervention facilitating Eye Contact and Facial Emotion Recognition of Children with Autism Spectrum Disorders (자폐 범주성 장애 아동의 눈맞춤과 얼굴표정읽기 기능향상을 위한 행동 중재용 로봇시스템)

  • Yun, Sang-Seok;Kim, Hyuksoo;Choi, JongSuk;Park, Sung-Kee
    • The Journal of Korea Robotics Society
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    • v.10 no.2
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    • pp.61-69
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    • 2015
  • In this paper, we propose and examine the feasibility of the robot-assisted behavioral intervention system so as to strengthen positive response of the children with autism spectrum disorder (ASD) for learning social skills. Based on well-known behavioral treatment protocols, the robot offers therapeutic training elements of eye contact and emotion reading respectively in child-robot interaction, and it subsequently accomplishes pre-allocated meaningful acts by estimating the level of children's reactivity from reliable recognition modules, as a coping strategy. Furthermore, for the purpose of labor saving and attracting children's interest, we implemented the robotic stimulation configuration with semi-autonomous actions capable of inducing intimacy and tension to children in instructional trials. From these configurations, by evaluating the ability of recognizing human activity as well as by showing improved reactivity for social training, we verified that the proposed system has some positive effects on social development, targeted for preschoolers who have a high functioning level.

Construct OCR on mobile mechanic system for android wireless dynamics and structure stabilization

  • Shih, Bih-Yaw;Chen, Chen-Yuan;Su, Wei-Lun
    • Structural Engineering and Mechanics
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    • v.42 no.5
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    • pp.747-760
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    • 2012
  • In today's online social structure, people with electronic devices or network have been closely related to whether any of the activities, work, school, etc., is related to electronic devices, intelligent robot, and network control. The best mobility and the first rich media of these products as smart phones, smart phones rise rapidly in recent years, high speed processing performance and high free way to install software, deeply loved by many business people. However, not only for smart phone business aspects of the use, but also can engage in education of the teachers or the students are learning a great help. This study construct OCR-assisted learning software written by the JAVA made, and the installation is provided by the Android mobile phone users.

Current Status of Robotic-assisted Surgery in Gastric Cancer

  • Eli Kakiashvili
    • Journal of Digestive Cancer Research
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    • v.4 no.2
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    • pp.99-106
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    • 2016
  • Minimally invasive surgery for gastric cancer has increased in popularity during the last two decades mainly in the Asia for patients with early-stage cancer. Nevertheless, the development of laparoscopic surgery for gastric cancers in the Western world has been slow because of the advanced stage at diagnosis for which LG is not yet considered an acceptable alternative to standard open surgery. RAG has been reported as a safe alternative to conventional surgery for treating of early gastric carcinoma. We assess the current status of robotic surgery in the treatment of gastric cancer focusing on the technical details, postoperative outcome, oncological considerations and future perspectives. In gastrectomy the biggest advantage of the robotic approach is the ease and reproducibility of lymphadenectomy. Reports also show that even the intra corporeal digestive restoration is facilitated by use of the robotic approach, particularly following TG. Additionally, the accuracy of robotic dissection is confirmed by decreased blood loss in comparison to conventional laparoscopy. The learning curve and technical reproducibility also appear to be shorter with robotic surgery and, consequently, robotics can help to standardize and diffuse minimally invasive surgery in the treatment of gastric cancer. While published reports have shown no significant differences in surgical morbidity, mortality, or oncological adequacy between robot-assisted and conventional gastrectomy. There are some advantages in terms of postoperative recovery of patients after robotic surgery. More studies are needed to assess the true indications and oncological effectiveness of robotic use in the treatment of gastric carcinoma.

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Development of Smart Mobility System for Persons with Disabilities (장애인을 위한 스마트 모빌리티 시스템 개발)

  • Yu, Yeong Jun;Park, Se Eun;An, Tae Jun;Yang, Ji Ho;Lee, Myeong-Gyu;Lee, Chul-Hee
    • Journal of Drive and Control
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    • v.19 no.4
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    • pp.97-103
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    • 2022
  • Low fertility rates and increased life expectancy further exacerbate the process of an aging society. This is also reflected in the gradual increase in the proportion of vulnerable groups in the social population. The demand for improved mobility among vulnerable groups such as the elderly or the disabled has greatly driven the growth of the electric-assisted mobility device market. However, such mobile devices generally require a certain operating capability, which limits the range of vulnerable groups who can use the device and increases the cost of learning. Therefore, autonomous driving technology needs to be introduced to make mobility easier for a wider range of vulnerable groups to meet their needs of work and leisure in different environments. This study uses mini PC Odyssey, Velodyne Lidar VLP-16, electronic device and Linux-based ROS program to realize the functions of working environment recognition, simultaneous localization, map generation and navigation of electric powered mobile devices for vulnerable groups. This autonomous driving mobility device is expected to be of great help to the vulnerable who lack the immediate response in dangerous situations.

Successful Robotic Gastrectomy Does Not Require Extensive Laparoscopic Experience

  • An, Ji Yeong;Kim, Su Mi;Ahn, Soohyun;Choi, Min-Gew;Lee, Jun-Ho;Sohn, Tae Sung;Bae, Jae-Moon;Kim, Sung
    • Journal of Gastric Cancer
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    • v.18 no.1
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    • pp.90-98
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    • 2018
  • Purpose: We evaluated the learning curve and short-term surgical outcomes of robot-assisted distal gastrectomy (RADG) performed by a single surgeon experienced in open, but not laparoscopic, gastrectomy. We aimed to verify the feasibility of performing RADG without extensive laparoscopic experience. Materials and Methods: Between July 2012 and December 2016, 60 RADG procedures were performed by a single surgeon using the da $Vinci^{(R)}$ Surgical System (Intuitive Surgical). Patient characteristics, the length of the learning curve, surgical parameters, and short-term postoperative outcomes were analyzed and compared before and after the learning curve had been overcome. Results: The duration of surgery rapidly decreased from the first to the fourth case; after 25 procedures, the duration of surgery was stabilized, suggesting that the learning curve had been overcome. Cases were divided into 2 groups: 25 cases before the learning curve had been overcome (early cases) and 35 later cases. The mean duration of surgery was 420.8 minutes for the initial cases and 281.7 minutes for the later cases (P<0.001). The console time was significantly shorter during the later cases (168.6 minutes) than during the early cases (247.1 minutes) (P<0.001). Although the volume of blood loss during surgery declined over time, there was no significant difference between the early and later cases. No other postoperative outcomes differed between the 2 groups. Pathology reports revealed the presence of mucosal invasion in 58 patients and submucosal invasion in 2 patients. Conclusions: RADG can be performed safely with acceptable surgical outcomes by experts in open gastrectomy.