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December 2018

Hybrid DCN_DNN

Using Artificial Intelligence (AI) to Identify Wound Etiology – 
A Preliminary Study

Innovations in Wound Healing Annual Conference. Dec, 2018.

“The proposed hybrid model achieves an accuracy of 94 % in differentiating burn, pressure injury, venous ulcer, and diabetic wound. This early application of artificial intelligence on etiology identification demonstrates the potential of AI in wound care. Future work will focus on improving the robustness and generalizability of the DCN/DNN hybrid model with more images and data augmentation, including the use of infrared image, depth map, and other clinical input.”

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