Search Results for author: Kevin Ni

Found 2 papers, 0 papers with code

X-ray Recognition: Patient identification from X-rays using a contrastive objective

no code implementations29 Apr 2023 Hao Liang, Kevin Ni, Guha Balakrishnan

Recent research demonstrates that deep learning models are capable of precisely extracting bio-information (e. g. race, gender and age) from patients' Chest X-Rays (CXRs).

Visualizing chest X-ray dataset biases using GANs

no code implementations29 Apr 2023 Hao Liang, Kevin Ni, Guha Balakrishnan

Recent work demonstrates that images from various chest X-ray datasets contain visual features that are strongly correlated with protected demographic attributes like race and gender.

Fairness

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