Picture for John Peter Campbell

John Peter Campbell

Improving the repeatability of deep learning models with Monte Carlo dropout

Feb 15, 2022
Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Diden Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer

Figure 1 for Improving the repeatability of deep learning models with Monte Carlo dropout

Figure 2 for Improving the repeatability of deep learning models with Monte Carlo dropout

Figure 3 for Improving the repeatability of deep learning models with Monte Carlo dropout

Figure 4 for Improving the repeatability of deep learning models with Monte Carlo dropout

* arXiv admin note: text overlap with arXiv:2111.06754

Access Paper or Ask Questions

Monte Carlo dropout increases model repeatability

Nov 12, 2021
Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer

Figure 1 for Monte Carlo dropout increases model repeatability

Figure 2 for Monte Carlo dropout increases model repeatability

Figure 3 for Monte Carlo dropout increases model repeatability

Figure 4 for Monte Carlo dropout increases model repeatability

* Machine Learning for Health (ML4H) at NeurIPS 2021 - Extended Abstract

Access Paper or Ask Questions