Article

Ensemble Self Supervised and Meta Learning for Few Shot Pneumonia Detection from Chest Radiographs

2026-03-04

Abstract excerpt

<title>Abstract</title> <p>Pneumonia remains one of the leading causes of mortality worldwide, particularly among children and the elderly. Early detection is critical for improving patient outcomes; however, traditional diagnostic methods require expert radiologists and large amounts of labeled data, often scarce in resource-limited settings. To address this challenge, this study proposes SimCLR-MAML, a hybrid m...

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Literature Corpus work: e1f18e29-213a-58c1-b50e-7b03b52f5956
DOI: 10.21203/rs.3.rs-8841142/v1

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