Combining Habitat Analysis and Autoencoder Neural Network for Feature Extraction to Predict COVID 19 Infection in CT Images

Authors

Thinh Tan Huynh, The College of WoosterFollow
Sheeba Jennifer Sujit PhD, The University of Texas MD Anderson Cancer Center
Maliazurina Saad PhD, The University of Texas MD Anderson Cancer Center
Kristy K. Brock PhD, The University of Texas MD Anderson Cancer Center
Carol C. Wu MD, The University of Texas MD Anderson Cancer Center
Caroline Chung MD, The University of Texas MD Anderson Cancer Center
Jia Wu PhD, The University of Texas MD Anderson Cancer Center

Files

Publisher

The University of Texas MD Anderson Cancer Center

City

Houston

Keywords

Habitat analysis, autoencoder, deep learning, COVID-19 diagnosis, machine learning

Creative Commons License

This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 License.

Program Affiliation

CPRIT-CURE Summer Undergraduate Program

Recommended Citation

Huynh, Thinh Tan; Sujit, Sheeba Jennifer PhD; Saad, Maliazurina PhD; Brock, Kristy K. PhD; Wu, Carol C. MD; Chung, Caroline MD; and Wu, Jia PhD, "Combining Habitat Analysis and Autoencoder Neural Network for Feature Extraction to Predict COVID 19 Infection in CT Images" (2021). Summer Experience 2021. 246.
https://openworks.mdanderson.org/sumexp21/246