most citedWorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

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cs.LG2024

Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking

Inês Martins, João Matos, Tiago Gonçalves +3

Algorithmic bias in healthcare mirrors existing data biases. However, the factors driving unfairness are not always known. Medical devices capture significant amounts of data but a…