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Hyperspectral Imaging in Brain Tumor Surgery-Evidence of Machine Learning-Based Performance.
[BACKGROUND] Hyperspectral imaging (HSI) has the potential to enhance surgical tissue detection and diagnostics. Definite utilization of intraoperative HSI guidance demands validated machine learning and public datasets that currently do no…
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Combined Gaze Metrics as Stress-Sensitive Indicators of Microsurgical Proficiency.
Evaluation of microsurgical proficiency is conventionally subjective, time consuming, and unreliable. Eye movement-based metrics have been promising not only in detection of surgical expertise but also in identifying actual cognitive stress…