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Dealing with Distribution Mismatch in Semi-supervised Deep Learning for Covid-19 Detection Using Chest X-ray Images: A Novel Approach Using Feature Densities



Saul Calderon-Ramirez , Shengxiang Yang , David Elizondo , Armaghan Moemeni


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Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images



Saul Calderon-Ramirez , Shengxiang-Yang , Armaghan Moemeni , David Elizondo , Simon Colreavy-Donnelly , Luis Fernando Chavarria-Estrada , Miguel A. Molina-Cabello

* Under journal review 

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MixMOOD: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures



Saul Calderon-Ramirez , Luis Oala , Jordina Torrents-Barrena , Shengxiang Yang , Armaghan Moemeni , Wojciech Samek , Miguel A. Molina-Cabello

* The first two authors made equal contribution 

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