Search Results for author: John L. Nosher

Found 3 papers, 3 papers with code

Multi-Feature Vision Transformer via Self-Supervised Representation Learning for Improvement of COVID-19 Diagnosis

1 code implementation3 Aug 2022 Xiao Qi, David J. Foran, John L. Nosher, Ilker Hacihaliloglu

To improve the diagnostic performance of CXR imaging a growing number of studies have investigated whether supervised deep learning methods can provide additional support.

COVID-19 Diagnosis Representation Learning +1

Multi-Feature Semi-Supervised Learning for COVID-19 Diagnosis from Chest X-ray Images

1 code implementation4 Apr 2021 Xiao Qi, John L. Nosher, David J. Foran, Ilker Hacihaliloglu

The requirement for a large amount of labeled data is one of the major problems of deep learning methods when deployed in the medical domain.

Computed Tomography (CT) COVID-19 Diagnosis +2

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