Ms. Isabella Flerlage Profile

Isabella Flerlage

at Vanderbilt Univ.

SPIE Involvement:

Author

Publications (2)

SPIE Journal Paper | 28 December 2023 Open Access

Assessment of a deep learning model for COVID-19 classification on chest radiographs: a comparison across image acquisition techniques and clinical factors

Mena Shenouda, Isabella Flerlage, Aditi Kaveti, Maryellen L. Giger, Samuel G. Armato

JMI, Vol. 10, Issue 06, 064504, (December 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.064504

KEYWORDS: COVID 19, Performance modeling, Data modeling, Lung, Chest imaging, Education and training, Deep learning, Image classification, Image fusion, Image acquisition

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 7 April 2023 Presentation + Paper

Assessing robustness of a deep-learning model for COVID-19 classification on chest radiographs

Mena Shenouda, Aditi Kaveti, Isabella Flerlage, Jayashree Kalpathy-Cramer, Maryellen Giger, Samuel Armato

Proceedings Volume 12465, 124650F (2023) https://doi.org/10.1117/12.2652106

KEYWORDS: COVID 19, Chest imaging, Visualization, Diseases and disorders, Artificial intelligence, Visual process modeling, Radiography, Deep learning

Read Abstract +

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years