Pneumonia Detection from Chest X-Ray Images Using Deep Learning and Transfer Learning for Imbalanced Datasets

CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

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A Survey on Deep Semi-Supervised Learning

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AI recognition of patient race in medical imaging: a modelling study

Judy Wawira Gichoya, Imon Banerjee, Ananth Reddy Bhimireddy et al. · The Lancet Digital Health · 2022 · 518 citations · Full text

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Pneumonia detection in chest X-ray images using an ensemble of deep learning models

Rohit Kundu, Ritacheta Das, Zong Woo Geem et al. · PLoS ONE · 2021 · 397 citations · Full text

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Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning

Mohammad Farukh Hashmi, Satyarth Katiyar, Avinash G. Keskar et al. · Diagnostics · 2020 · 333 citations · Full text

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