Artificial Intelligence in Medical Education: Best Practices Using Machine Learning to Assess Surgical Expertise in Virtual Reality Simulation

Autor: Winkler-Schwartz, Alexander ^*, Bissonnette, Vincent ^*, Mirchi, Nykan ^*, Ponnudurai, Nirros ^*, Yilmaz, Recai ^*, Ledwos, Nicole ^*, Siyar, Samaneh ^*, Azarnoush, Hamed ^*, Karlik, Bekir ^*, Del Maestro, Rolando F. ^*

Publikováno v: In Journal of Surgical Education November-December 2019 76(6):1681-1690

Blended learning using augmented reality glasses during the COVID-19 pandemic: the present and the future

Autor: Ahmed, Zeeshan, Fahey, Brian, Zafar, Adeel, Worrall, Amy P., Kheirelseid, Elrasheid, McHugh, Seamus, Moneley, Daragh, Naughton, Peter, Lau, Clarissa H.H., Fazlollahi, Ali M., Bakhaidar, Mohamad, Alsayegh, Ahmad, Yilmaz, Recai, Del Maestro, Rolando F., Harley, Jason M., Poole, Meredith, Ungi, Tamas, Fichtinger, Gabor, Zevin, Boris, Arshinoff, Danielle, Stolz, Eva, El-Andari, Ryaan, Bozso, Sabin J., Kang, Jimmy J.H., Adams, Corey, Nagendran, Jeevan, White, Abigail, Li, Dongjun, Turner, Simon R., Moon, Michael C., Zheng, Bin, Johnson, Garrett, Vergis, Ashley, Unger, Bertram, Park, Jason, Gillman, Lawrence, Doucet, Veronique M., Petropolis, Christian J., Winkler-Schwartz, Alexander, Mirchi, Nykan, Fazlollahi, Ali, Natheir, Sharif, Del Maestro, Rolando, Shi, Ge, Wang, Edward, Waterman, Ryan, Kokavec, Andrew, Ho, Edward, Harnden, Kiera, Nayak, Rahul, Malthaner, Richard, Qiabi, Mehdi, Christie, Sommer, Winkler-Schwarz, Alexander, Bajunaid, Khalid, Sabbagh, Abdulrahman J., Werthner, Penny, Hampshire, Jonathan, Bratu, Ioana, Noga, Michelle, Ramazani, Fatemeh, Côté, David, Elfaki, Lina, Mortensen-Truscott, Lukas, McKellar, Sean, Budiansky, Dan, Lee, Michael, Wang, Lily, Henley, Jessica, Philteos, Justine, Gabinet-Equihua, Alexander, Horton, Garret, Levin, Marc, Saleem, Ahmed, Monteiro, Eric, Lin, Vincent, Chan, Yvonne, Campisi, Paolo, Desrosiers, Tristan, Meloche-Dumas, Léamarie, Patocskai, Erica, Dubrowski, Adam, Beniey, Michèle, Bélanger, Pamela, Khondker, Adree, Kangasjarvi, Emilia, Simpson, Jory, Nisar, Mahrukh, Behzadi, Abdollah, Kuluski, Kerry, Parapini, Marina L., Scott, Tracy M., Sidhu, Ravi, Karimuddin, Ahmer A., Larrivée, Samuel, Beaudoin, Alisha, McRae, Sheila, Leiter, Jeff, Stranges, Gregory, O’Brien, Devin, Singh, Gurmeet, Dhillon, Jobanpreet, Salimi, Ali, Deng, Shirley Xiaoxuan, Zhu, Alice, Tsang, Melanie, Greene, Brittany, Jayaraman, Shiva, Balamane, Saad, Brown, Peter, Zelt, David, Yacob, Michael, Lee-Wing, Victoria, Keijzer, Richard, Shawyer, Anna C., Muller Moran, Hellmuth R., Ryan, Joanna, Mador, Brett, Campbell, Sandra, Turner, Simon, Lee, David, Ng, Kelvin, Gibert, Yseult, Benaskeur, Yousra-Imane, Kasasni, Sara Medina, Ammari, Nissrine, Chiarella, Florence, Lavallée, Jeanne, Lê, Anne-Sophie, Rosca, Maria Alexandra, Semsar-Kazerooni, Koorosh, Vallipuram, Tharaniya, Gervais, Valérie, Grabs, Detlev, Bougie, Émilie, Salib, G. Emmanuel, Bortoluzzi, Patricia, Tremblay, Dominique, Daniel, Ryan, Kruse, Colin C., McKechnie, Tyler, Eskicioglu, Cagla, Minor, Sam, Posel, Nancy, Fleiszer, David, Ko, Gary, Berger-Richardson, David, Brar, Savtaj, Lim, David W., Cil, Tulin D., Nguyen, May-Anh, Castelo, Matthew, Lu, Justin, Reel, Emma, Cil, Tulin, Zablotny, Scott, Diebel, Sebastian, Nolan, Madeleine, Bartolucci, Dana, Rheault-Henry, Mathieu, Abara, Emmanuel, Lemieux, Valérie, Doyon, Jonathan, Lee, Jong Min, Archibald, Douglas, Wadey, Veronica, Roach, Eileen, Maeda, Azusa, Jackson, Timothy, Okrainec, Allan, Ho, Jessica, Leclair, Rebecca, Braund, Heather, Bunn, Jennifer, Kouzmina, Ekaterina, Bruzzese, Samantha, Awad, Sara, Mann, Steve, Appireddy, Ramana, Aggarwal, Ishita, Gariscsak, Peter, Liblik, Kiera, Winthrop, Andrea, Solish, Max, Abankwah, Bryan, Weinberg, Michael, Cherry, Ahmed, Lemieux, Valerie, Hamstra, Stan, Nousiainen, Markku, Rajendran, Luckshi, Marini, Wanda, Nadler, Ashlie, Datta, Shaishav, Khoja, Wafa, Stoehr, Jenna, Lowy, Bryce, Del Fernandes, Rosephine, Relke, Nicole, Soleas, Eleftherios, Lui, Janet, Daud, Anser, Musgrave, Melinda, Stewart, Rob, Hall, Jeremy

Publikováno v: Canadian Journal of Surgery

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmc_________::6beb9fbbef1a25ca7394bb1333ae9fa8
http://europepmc.org/articles/PMC8628843

The Virtual Operative Assistant: An explainable artificial intelligence tool for simulation-based training in surgery and medicine.

Autor: Mirchi, Nykan¹ (AUTHOR) nykan.mirchi@mail.mcgill.ca, Bissonnette, Vincent^1,2 (AUTHOR), Yilmaz, Recai¹ (AUTHOR), Ledwos, Nicole¹ (AUTHOR), Winkler-Schwartz, Alexander¹ (AUTHOR), Del Maestro, Rolando F.¹ (AUTHOR)

Publikováno v: PLoS ONE. 2/27/2020, Vol. 15 Issue 2, p1-15. 15p.

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