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Keywords: Computer Vision
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Proceedings Papers

Proc. ASME. DMD2024, 2024 Design of Medical Devices Conference, V001T02A006, April 8–10, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DMD2024-1050
... the software in the fields of reconstructive as well as aesthetic surgery. Facial Analysis Machine Learning Computer Vision Facial Reconstruction Plastic Surgery Otolaryngology Preoperative Planning Postoperative monitoring Proceedings of the 2024 Design of Medical Devices Conference DMD2024...
Proceedings Papers

Proc. ASME. DMD2023, 2023 Design of Medical Devices Conference, V001T06A001, April 17–19, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DMD2023-3868
... accuracy. The system was found to have an overall precision rate of 90.9% and a recall rate of 81.69%. This new ML model will be implemented into the DHRT+ system and used to train medical residents. Medical Simulation Training Central Venous Catheterization Computer Vision Machine Learning...
Proceedings Papers

Proc. ASME. DMD2022, 2022 Design of Medical Devices Conference, V001T11A006, April 11–14, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DMD2022-1020
... Abstract A Computer Vision enabled Smart Tray (CVST) was designed for use in medical training for Central Venous Catheterization (CVC). The effects of background color on the ability of the computer vision algorithm to distinguish between tools and the tray was investigated. In addition...