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 CenterFollow
• Carol C. Wu MD, The University of Texas MD Anderson Cancer Center
• Caroline Chung MD, The University of Texas MD Anderson Cancer CenterFollow
• 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