WoundNet: A Domain-Adaptable Few-Shot Classification Framework for Wound Healing Assessment
ISBI 2023Amir Mazaheri, et al.
WoundNet: Few-Shot Wound Healing Assessment
2022 – 2023
A domain-adaptable few-shot framework distinguishing healer from non-healer wounds through temporal image analysis.
medical-imagingfew-shot-learningdomain-adaptation
Introduces a few-shot framework for assessing wound healing to distinguish “healer” from “non-healer” wounds through temporal image analysis. Experimental results validate the framework’s effectiveness in improving early intervention in wound care, demonstrating up to 92% accuracy. Through this work I co-advised two MS students from UC Santa Cruz.