Addressing Deep Learning Model Calibration Using Evidential Neural Networks and Uncertainty-Aware Training
Dawood, Tareen, Chan, Emily, Razavi, Reza, King, Andrew P., Puyol-Anton, Esther
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Get full text
Conference Proceeding
Journal Article
Uncertainty Aware Training to Improve Deep Learning Model Calibration for Classification of Cardiac MR Images
Tareen Dawood, Chen, Chen, Sidhua, Baldeep S, Ruijsink, Bram, Goulda, Justin, Porter, Bradley, Elliott, Mark K, Mehta, Vishal, Rinaldi, Christopher A, Puyol-Anton, Esther, Razavi, Reza, King, Andrew P
Published in arXiv.org (29.08.2023)
Published in arXiv.org (29.08.2023)
Get full text
Paper
Journal Article
Uncertainty aware training to improve deep learning model calibration for classification of cardiac MR images
Dawood, Tareen, Chen, Chen, Sidhu, Baldeep S., Ruijsink, Bram, Gould, Justin, Porter, Bradley, Elliott, Mark K., Mehta, Vishal, Rinaldi, Christopher A., Puyol-Antón, Esther, Razavi, Reza, King, Andrew P.
Published in Medical image analysis (01.08.2023)
Published in Medical image analysis (01.08.2023)
Get full text
Journal Article
The International Prognostic Score and HIV status predict red cell concentrate transfusion needs in Hodgkin lymphoma
Simba, Kudakwashe, Mohamed, Zainab, Opie, Jessica J., Andera, Lillian F., Brown, Karryn, Oosthuizen, Jenna, Antel, Katherine, Dawood, Tareen, Van der Vyfer, Lydia, Du Toit, Cecile, Louw, Vernon J., Verburgh, Estelle
Published in Leukemia & lymphoma (23.02.2023)
Published in Leukemia & lymphoma (23.02.2023)
Get full text
Journal Article
Improving Deep Learning Model Calibration for Cardiac Applications using Deterministic Uncertainty Networks and Uncertainty-aware Training
Dawood, Tareen, Ruijsink, Bram, Razavi, Reza, King, Andrew P, Puyol-Antón, Esther
Year of Publication 10.05.2024
Year of Publication 10.05.2024
Get full text
Journal Article
Addressing Deep Learning Model Calibration Using Evidential Neural Networks and Uncertainty-Aware Training
Dawood, Tareen, Chan, Emily, Razavi, Reza, King, Andrew P, Puyol-Anton, Esther
Year of Publication 30.01.2023
Year of Publication 30.01.2023
Get full text
Journal Article
Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction
Dawood, Tareen, Chen, Chen, Andlauer, Robin, Sidhu, Baldeep S, Ruijsink, Bram, Gould, Justin, Porter, Bradley, Elliott, Mark, Mehta, Vishal, Rinaldi, C. Aldo, Puyol-Antón, Esther, Razavi, Reza, King, Andrew P
Year of Publication 22.09.2021
Year of Publication 22.09.2021
Get full text
Journal Article
Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction
Tareen Dawood, Chen, Chen, Andlauer, Robin, Sidhu, Baldeep S, Ruijsink, Bram, Gould, Justin, Porter, Bradley, Elliott, Mark, Mehta, Vishal, Rinaldi, C Aldo, Puyol-Antón, Esther, Razavi, Reza, King, Andrew P
Published in arXiv.org (22.09.2021)
Get full text
Published in arXiv.org (22.09.2021)
Paper