Surgical dexterity investigation and classification using deep learning on a virtual reality simulator

• Main Author: Cham, Ying Kit
• Format: Thesis
• Language: English
• Published: 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/102028/1/ChamYingKitMSKE2021.pdf; http://eprints.utm.my/id/eprint/102028/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:149301

Surgical dexterity is an essential criterion to evaluate candidates for surgical competency. Many factors may affect surgical dexterity but they were not studied in depth in previous works. There was a lack of evidence presented using objective measurements to identify factors that could potentially...