Publications by authors named "Christopher Mower"
Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing.
Med Image Comput Comput Assist Interv
October 2023
Article Synopsis
- Hyperspectral imaging (HSI) offers detailed tissue analysis compared to traditional imaging, which is crucial for surgeries needing precise differentiation.
- Current handheld optical systems face limitations in focal depth, making them less effective for operating room use.
- By integrating a focus-tunable liquid lens and using deep reinforcement learning for video autofocusing, our new approach significantly outperformed traditional methods and received positive feedback from neurosurgeons in usability trials.