Practical Guide to Machine Learning and Artificial Intelligence in Surgical Education Research

被引:3
作者
Hashimoto, Daniel A. [1 ,2 ,5 ]
Varas, Julian [3 ]
Schwartz, Todd A. [4 ]
机构
[1] Univ Penn, Perelman Sch Med, Dept Surg, Philadelphia, PA USA
[2] Univ Penn, Sch Engn & Appl Sci, Dept Comp & Informat Sci, Philadelphia, PA USA
[3] Pontificia Univ Catolica, Ctr Cirugia Expt & Simulac, Santiago, Chile
[4] Univ North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Biostat, Chapel Hill, NC USA
[5] Univ Penn, 3400 Spruce St, 4 Silverstein, Philadelphia, PA 19104 USA
关键词
D O I
10.1001/jamasurg.2023.6687
中图分类号
R61 [外科手术学];
学科分类号
摘要
This Guide to Statistics and Methods gives an overview of artificial intelligence techniques and tools in surgical education research.
引用
收藏
页码:455 / 456
页数:2
相关论文
共 7 条
  • [1] Hashimoto DA, 2021, Artificial intelligence in surgery: understanding the role of AI in surgical practice
  • [2] How to Read Articles That Use Machine Learning Users' Guides to the Medical Literature
    Liu, Yun
    Chen, Po-Hsuan Cameron
    Krause, Jonathan
    Peng, Lily
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2019, 322 (18): : 1806 - 1816
  • [3] Maier-Hein L., PREPRINT
  • [4] Surgical data science-from concepts toward clinical translation
    Maier-Hein, Lena
    Eisenmann, Matthias
    Sarikaya, Duygu
    Maerz, Keno
    Collins, Toby
    Malpani, Anand
    Fallert, Johannes
    Feussner, Hubertus
    Giannarou, Stamatia
    Mascagni, Pietro
    Nakawala, Hirenkumar
    Park, Adrian
    Pugh, Carla
    Stoyanov, Danail
    Vedula, Swaroop S.
    Cleary, Kevin
    Fichtinger, Gabor
    Forestier, Germain
    Gibaud, Bernard
    Grantcharov, Teodor
    Hashizume, Makoto
    Heckmann-Noetzel, Doreen
    Kenngott, Hannes G.
    Kikinis, Ron
    Muendermann, Lars
    Navab, Nassir
    Onogur, Sinan
    Ross, Tobias
    Sznitman, Raphael
    Taylor, Russell H.
    Tizabi, Minu D.
    Wagner, Martin
    Hager, Gregory D.
    Neumuth, Thomas
    Padoy, Nicolas
    Collins, Justin
    Gockel, Ines
    Goedeke, Jan
    Hashimoto, Daniel A.
    Joyeux, Luc
    Lam, Kyle
    Leff, Daniel R.
    Madani, Amin
    Marcus, Hani J.
    Meireles, Ozanan
    Seitel, Alexander
    Teber, Dogu
    Ueckert, Frank
    Mueller-Stich, Beat P.
    Jannin, Pierre
    [J]. MEDICAL IMAGE ANALYSIS, 2022, 76
  • [5] Computer vision in surgery: from potential to clinical value
    Mascagni, Pietro
    Alapatt, Deepak
    Sestini, Luca
    Altieri, Maria S.
    Madani, Amin
    Watanabe, Yusuke
    Alseidi, Adnan
    Redan, Jay A.
    Alfieri, Sergio
    Costamagna, Guido
    Boskoski, Ivo
    Padoy, Nicolas
    Hashimoto, Daniel A.
    [J]. NPJ DIGITAL MEDICINE, 2022, 5 (01)
  • [6] Overcoming Systems Factors in Case Logging with Artificial Intelligence Tools
    Thanawala, Ruchi
    Jesneck, Jonathan
    Shelton, Julia
    Rhee, Rebecca
    Seymour, Neal E.
    [J]. JOURNAL OF SURGICAL EDUCATION, 2022, 79 (04) : 1024 - 1030
  • [7] Surgical data science and artificial intelligence for surgical education
    Ward, Thomas M.
    Mascagni, Pietro
    Madani, Amin
    Padoy, Nicolas
    Perretta, Silvana
    Hashimoto, Daniel A.
    [J]. JOURNAL OF SURGICAL ONCOLOGY, 2021, 124 (02) : 221 - 230