Search Results for author: Daniel Mollura

Found 2 papers, 0 papers with code

Mitigating domain shift in AI-based tuberculosis screening with unsupervised domain adaptation

no code implementations9 Nov 2021 Nishanjan Ravin, Sourajit Saha, Alan Schweitzer, Ameena Elahi, Farouk Dako, Daniel Mollura, David Chapman

We show that without domain adaptation, ResNet-50 has difficulty in generalizing between imaging distributions from a number of public Tuberculosis screening datasets with imagery from geographically distributed regions.

Specificity Unsupervised Domain Adaptation

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