Video-based skill acquisition assessment in laparoscopic surgery using deep learning

被引：0
|
作者：
Erim Yanik
Jean Paul Ainam
Yaoyu Fu
Steven Schwaitzberg
Lora Cavuoto
Suvranu De
机构：
[1] Florida A&M University and The Florida State University,College of Engineering
[2] Rensselaer Polytechnic Institute,Center for Modeling, Simulation, and Imaging for Medicine (CeMSIM)
[3] University at Buffalo,Department of Industrial and Systems Engineering
[4] University at Buffalo,School of Medicine and Biomedical Sciences
来源：
Global Surgical Education - Journal of the Association for Surgical Education | / 3卷 / 1期
关键词：
Deep learning; Computer vision; Surgical skill assessment; Surgical skill acquisition; Suturing; Video-based assessment; Artificial intelligence;
D O I：
10.1007/s44186-023-00223-4
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Deep Learning for Video-Based Assessment in Surgery
    Yanik, Erim
    Schwaitzberg, Steven
    De, Suvranu
    [J]. JAMA SURGERY, 2024, 159 (08) : 957 - 958
  • [2] Multitask Learning for Video-based Surgical Skill Assessment
    Jian, Zhiteng
    Yue, Wenxi
    Wu, Qiuxia
    Li, Wei
    Wang, Zhiyong
    Lam, Vincent
    [J]. 2020 DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), 2020,
  • [3] Skill acquisition and assessment for laparoscopic surgery
    Rosser, JC
    Rosser, LE
    Savalgi, RS
    [J]. ARCHIVES OF SURGERY, 1997, 132 (02) : 200 - 204
  • [4] Video-Based Metric Learning Framework for Basketball Skill Assessment
    Mu, Guangyu
    Li, Tingting
    [J]. INTERNATIONAL JOURNAL OF E-COLLABORATION, 2023, 19 (05)
  • [5] Video-based formative and summative assessment of surgical tasks using deep learning
    Erim Yanik
    Uwe Kruger
    Xavier Intes
    Rahul Rahul
    Suvranu De
    [J]. Scientific Reports, 13
  • [6] Video-based formative and summative assessment of surgical tasks using deep learning
    Yanik, Erim
    Kruger, Uwe
    Intes, Xavier
    Rahul, Rahul
    De, Suvranu
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [7] Video-based assessment of intraoperative surgical skill
    Sanchit Hira
    Digvijay Singh
    Tae Soo Kim
    Shobhit Gupta
    Gregory Hager
    Shameema Sikder
    S. Swaroop Vedula
    [J]. International Journal of Computer Assisted Radiology and Surgery, 2022, 17 : 1801 - 1811
  • [8] Video-based assessment of intraoperative surgical skill
    Hira, Sanchit
    Singh, Digvijay
    Kim, Tae Soo
    Gupta, Shobhit
    Hager, Gregory
    Sikder, Shameema
    Vedula, S. Swaroop
    [J]. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2022, 17 (10) : 1801 - 1811
  • [9] A Video-Based Fire Detection Using Deep Learning Models
    Kim, Byoungjun
    Lee, Joonwhoan
    [J]. APPLIED SCIENCES-BASEL, 2019, 9 (14):
  • [10] Video-based Skill Assessment for Golf: Estimating Golf Handicap
    Ingwersen, Christian Keilstrup
    Xarles, Artur
    Clapes, Albert
    Madadi, Meysam
    Jensen, Janus Nortoft
    Hannemose, Morten Rieger
    Dahl, Anders Bjorholm
    Escalera, Sergio
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL WORKSHOP ON MULTIMEDIA CONTENT ANALYSIS IN SPORTS, MMSPORTS 2023, 2023, : 31 - 39
12345