TY  - JOUR
AU  - Calderon-Ramirez, Saul
AU  - Yang, Shengxiang
AU  - Moemeni, Armaghan
AU  - Colreavy-Donnelly, Simon
AU  - Elizondo, David A.
AU  - Oala, Luis
AU  - Rodriguez-Capitan, Jorge
AU  - Jimenez-Navarro, Manuel
AU  - Lopez-Rubio, Ezequiel
AU  - Molina-Cabello, Miguel A.
PY  - 2021
DO  - 10.1109/ACCESS.2021.3085418
SN  - 2169-3536
UR  - http://hdl.handle.net/10668/18976
T2  - Ieee access
AB  - In this work we implement a COVID-19 infection detection system based on chest X-ray images with uncertainty estimation. Uncertainty estimation is vital for safe usage of computer aided diagnosis tools in medical applications. Model estimations with...
LA  - en
PB  - Ieee-inst electrical electronics engineers inc
KW  - Uncertainty
KW  - Estimation
KW  - COVID-19
KW  - X-ray imaging
KW  - Deep learning
KW  - Measurement
KW  - Measurement uncertainty
KW  - Uncertainty estimation
KW  - Coronavirus
KW  - Covid-19
KW  - chest x-ray
KW  - computer aided diagnosis
KW  - semi-supervised deep learning
KW  - MixMatch
TI  - Improving Uncertainty Estimation With Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images
TY  - research article
VL  - 9
ER  -