Ziyang Liu

3PUBLICATIONS
5CO-AUTHORS
Semi- and unsupervised learningDeep learningPattern recognition
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (3)

|Jun 20, 2024
Chronic Wound Image Augmentation and Assessment Using Semi-Supervised Progressive Multi-Granularity EfficientNet.

Ziyang Liu, Emmanuel Agu, Peder Pedersen

|Jan 20, 2023
Diabetic Foot Ulcer Ischemia and Infection Classification Using EfficientNet Deep Learning Models.

Ziyang Liu, Josvin John, Emmanuel Agu

|Sep 17, 2021
Comprehensive Assessment of Fine-Grained Wound Images Using a Patch-Based CNN With Context-Preserving Attention.

Ziyang Liu, Emmanuel Agu, Peder Pedersen

Pageof 1