Publications by authors named "Andrew Xie"
Article Synopsis
- * Two deep learning models were developed to better correct for these issues; one uses labeled data while the other is semi-supervised, both trained on known concentrations of protoporphyrin IX (PpIX).
- * Evaluations showed that these models had significantly higher correlation coefficients for PpIX concentration detection compared to classical methods, with the semi-supervised model also performing better on human data, reducing false positives by 36%.
Malignant glioma resection is often the first line of treatment in neuro-oncology. During glioma surgery, the discrimination of tumor's edges can be challenging at the infiltration zone, even by using surgical adjuncts such as fluorescence guidance (e.g.
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