Proof-of-Concept Computer Vision Model for Instrument and Anatomy Detection During Transcanal Endoscopic Ear Surgery.
Obinna I NwosuKrish SureshDaniel J LeeMatthew Gordon CrowsonPublished in: Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery (2023)
High-definition video captured during transcanal endoscopic ear surgery (TEES) can serve as imaging data for computer vision algorithms. This report describes a proof-of-concept model for automated anatomy and instrument detection during TEES.
Keyphrases
- deep learning
- minimally invasive
- coronary artery bypass
- machine learning
- ultrasound guided
- loop mediated isothermal amplification
- real time pcr
- surgical site infection
- label free
- high resolution
- patient reported outcomes
- high throughput
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- percutaneous coronary intervention
- coronary artery disease
- mass spectrometry
- acute coronary syndrome
- photodynamic therapy
- atrial fibrillation
- sensitive detection
- fluorescence imaging