Machine learning methods for automated technical skills assessment with instructional feedback in ultrasound-guided interventions

被引:0
|
作者
Matthew S. Holden
Sean Xia
Hillary Lia
Zsuzsanna Keri
Colin Bell
Lindsey Patterson
Tamas Ungi
Gabor Fichtinger
机构
[1] Queen’s University,Laboratory for Percutaneous Surgery, School of Computing
[2] Queen’s University,Department of Emergency Medicine, School of Medicine
[3] Queen’s University,Department of Anesthesiology and Perioperative Medicine, School of Medicine
关键词
Ultrasound-guided needle insertion; Simulation-based training; Medical education; Objective skill assessment;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1993 / 2003
页数:10
相关论文
共 44 条
  • [21] Teaching Ultrasonographic Basic Examination Skills (TUBES): Assessment of an Ultrasound Skill Simulator in Teaching Ultrasound-Guided Paracentesis, a Prospective Observational Study
    McGaffey, Marissa
    zur Linden, Alex
    Sears, William
    Monteith, Gabrielle
    Khosa, Deep
    Blois, Shauna
    JOURNAL OF VETERINARY MEDICAL EDUCATION, 2024,
  • [22] Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods
    Burlina, Philippe
    Billings, Seth
    Joshi, Neil
    Albayda, Jemima
    PLOS ONE, 2017, 12 (08):
  • [23] The effect of metrics-based feedback on acquisition of sonographic skills relevant to performance of ultrasound-guided axillary brachial plexus block
    Ahmed, O. M. A.
    Niessen, T.
    O'Donnell, B. D.
    Gallagher, A. G.
    Breslin, D. S.
    DunnGalvin, A.
    Shorten, G. D.
    ANAESTHESIA, 2017, 72 (09) : 1117 - 1124
  • [24] TECHNICAL EFFICACY OF ULTRASOUND-GUIDED TIBIAL ARTERY END VASCULAR INTERVENTIONS FOR CHRONIC TOTAL OCCLUSION LESIONS IN CRITICAL LIMB ISCHEMIA
    Makino, Kenji
    Ito, Yoshiaki
    Hirano, Keisuke
    Yamawaki, Masahiro
    Araki, Motoharu
    Kobayashi, Norihiro
    Takimura, Hideyuki
    Sakamoto, Yasunari
    Mori, Shinsuke
    Tsutsumi, Masakazu
    Takama, Takuro
    Takafuji, Hiroya
    Honda, Yohsuke
    Tokuda, Takahiro
    Yokohama, Saiseikai
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2016, 67 (13) : 2252 - 2252
  • [25] Use of a simulation-based mastery learning curriculum to improve ultrasound-guided vascular access skills of pediatric anesthesiologists
    Ballard, Heather A.
    Tsao, Michelle
    Robles, Alison
    Phillips, Mitch
    Hajduk, John
    Feinglass, Joseph
    Barsuk, Jeffrey H.
    PEDIATRIC ANESTHESIA, 2020, 30 (11) : 1204 - 1210
  • [26] Simulation-Based Mastery Learning Improves Ultrasound-Guided Peripheral Intravenous Catheter Insertion Skills of Practicing Nurses
    Amick, Ashley Elizabeth
    Feinsmith, Sarah E.
    Davis, Evan M.
    Sell, Jordan
    Macdonald, Valerie
    Trinquero, Paul
    Moore, Arthur G.
    Gappmeier, Victor
    Colton, Katharine
    Cunningham, Andrew
    Ford, William
    Feinglass, Joseph
    Barsuk, Jeffrey H.
    SIMULATION IN HEALTHCARE-JOURNAL OF THE SOCIETY FOR SIMULATION IN HEALTHCARE, 2022, 17 (01): : 7 - 14
  • [27] Endobronchial Ultrasound Skills and Tasks Assessment Tool Assessing the Validity Evidence for a Test of Endobronchial Ultrasound-guided Transbronchial Needle Aspiration Operator Skill
    Davoudi, Mohsen
    Colt, Henri G.
    Osann, Kathryn E.
    Lamb, Carla R.
    Mullon, John I.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2012, 186 (08) : 773 - 779
  • [28] Predicting long-term outcomes of ultrasound-guided percutaneous irrigation of calcific tendinopathy with the use of machine learning
    Vassalou, Evangelia E.
    Klontzas, Michail E.
    Marias, Kostas
    Karantanas, Apostolos H.
    SKELETAL RADIOLOGY, 2022, 51 (02) : 417 - 422
  • [29] Predicting long-term outcomes of ultrasound-guided percutaneous irrigation of calcific tendinopathy with the use of machine learning
    Evangelia E. Vassalou
    Michail E. Klontzas
    Kostas Marias
    Apostolos H. Karantanas
    Skeletal Radiology, 2022, 51 : 417 - 422
  • [30] Ultrasound-guided insertion of the Elipse(R)gastric balloon: technical details, learning curve, and perioperative outcome in 36 cases
    Salmi, Andrea
    Greco, Francesco
    Belleri, Elena
    JOURNAL OF ULTRASOUND, 2020, 23 (04) : 593 - 597