Caleb Robinson

Caleb Robinson

Principal Research Scientist Manager at Microsoft's AI for Good Lab - Geospatial ML center

Deep Learning Models for COVID-19 Chest X-Ray Classification: Preventing Shortcut Learning Using Feature Disentanglement

Caleb Robinson, Anusua Trivedi, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan Bhatraju, W Liles, Jayashree Kalpathy-Cramer, Juan Ferres. "Deep Learning Models for COVID-19 Chest X-Ray Classification: Preventing Shortcut Learning Using Feature Disentanglement." Plos one, 2022.

Paper

Cite as:

@article{trivedi2022deep,
    author = "Robinson, Caleb and Trivedi, Anusua and Blazes, Marian and Ortiz, Anthony and Desbiens, Jocelyn and Gupta, Sunil and Dodhia, Rahul and Bhatraju, Pavan K and Liles, W Conrad and Kalpathy-Cramer, Jayashree and Ferres, Juan M Lavista",
    title = "Deep Learning Models for COVID-19 Chest X-Ray Classification: Preventing Shortcut Learning Using Feature Disentanglement",
    journal = "Plos one",
    volume = "17",
    number = "10",
    pages = "e0274098",
    year = "2022",
    publisher = "Public Library of Science",
    url = "https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0274098"
}