Ensemble deep learning for the prediction of proficiency at a virtual simulator for robot-assisted surgery

被引:0
|
作者
Andrea Moglia
Luca Morelli
Roberto D’Ischia
Lorenzo Maria Fatucchi
Valentina Pucci
Raffaella Berchiolli
Mauro Ferrari
Alfred Cuschieri
机构
[1] University of Pisa,EndoCAS, Center for Computer Assisted Surgery
[2] Cisanello Teaching Hospital of Pisa,General Surgery Unit
[3] University Hospital of Pisa,Multidisciplinary Center of Robotic Surgery
[4] Cisanello Teaching Hospital of Pisa,Vascular Surgery Unit
[5] Scuola Superiore Sant’Anna of Pisa,Institute for Medical Science and Technology
[6] University of Dundee,undefined
来源
Surgical Endoscopy | 2022年 / 36卷
关键词
Artificial intelligence robotic surgery; Machine learning robotic surgery; Deep-learning robotic surgery; Artificial intelligence surgical simulation; Machine learning surgical simulation; Deep-learning surgical simulation;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:6473 / 6479
页数:6
相关论文
共 50 条
  • [1] Ensemble deep learning for the prediction of proficiency at a virtual simulator for robot-assisted surgery
    Moglia, Andrea
    Morelli, Luca
    D'Ischia, Roberto
    Fatucchi, Lorenzo Maria
    Pucci, Valentina
    Berchiolli, Raffaella
    Ferrari, Mauro
    Cuschieri, Alfred
    [J]. SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2022, 36 (09): : 6473 - 6479
  • [2] Enhancing Fundamental Robot-Assisted Surgical Proficiency by Using a Portable Virtual Simulator
    Chien, Jung Hung
    Suh, Irene H.
    Park, Shi-Hyun
    Mukherjee, Mukul
    Oleynikov, Dmitry
    Siu, Ka-Chun
    [J]. SURGICAL INNOVATION, 2013, 20 (02) : 198 - 203
  • [3] Surgeon proficiency in robot-assisted spine surgery
    McDonnell, J. M.
    Ahern, D. P.
    Doinn, T. O.
    Gibbons, D.
    Rodrigues, K. N.
    Birch, N.
    Butler, J. S.
    [J]. BONE & JOINT JOURNAL, 2020, 102B (05): : 568 - 572
  • [4] Haptic-Enhanced Virtual Reality Simulator for Robot-Assisted Femur Fracture Surgery*
    Alruwaili, Fayez H.
    Halim-Banoub, David W.
    Rodgers, Jessica
    Dalkilic, Adam
    Haydel, Christopher
    Parvizi, Javad
    Iordachita, Iulian I.
    Abedin-Nasab, Mohammad H.
    [J]. 2024 21ST INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS, UR 2024, 2024, : 39 - 44
  • [5] Virtual Reality Simulators for Robot-assisted Surgery
    Breda, Alberto
    Territo, Angelo
    [J]. EUROPEAN UROLOGY, 2016, 69 (06) : 1081 - 1082
  • [6] Automatic instrument segmentation in robot-assisted surgery using deep learning
    Shvets, Alexey A.
    Rakhlin, Alexander
    Kalinin, Alexandr A.
    Iglovikov, Vladimir I.
    [J]. 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), 2018, : 624 - 628
  • [7] Development and Validation of a Virtual Reality Simulator for Robot-Assisted Minimally Invasive Liver Surgery Training
    Lefor, Alan Kawarai
    Perez, Saul Alexis Heredia
    Shimizu, Atsushi
    Lin, Hung-Ching
    Witowski, Jan
    Mitsuishi, Mamoru
    [J]. JOURNAL OF CLINICAL MEDICINE, 2022, 11 (14)
  • [8] Future Frame Prediction for Robot-Assisted Surgery
    Gao, Xiaojie
    Jin, Yueming
    Zhao, Zixu
    Dou, Qi
    Heng, Pheng-Ann
    [J]. INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2021, 2021, 12729 : 533 - 544
  • [9] Validation of ergonomic instructions in robot-assisted surgery simulator training
    C. D. P. Van’t Hullenaar
    A. C. Mertens
    J. P. Ruurda
    I. A. M. J. Broeders
    [J]. Surgical Endoscopy, 2018, 32 : 2533 - 2540
  • [10] Validation of ergonomic instructions in robot-assisted surgery simulator training
    Van't Hullenaar, C. D. P.
    Mertens, A. C.
    Ruurda, J. P.
    Broeders, I. A. M. J.
    [J]. SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2018, 32 (05): : 2533 - 2540