no code implementations • 15 Jun 2022 • Biraja Ghoshal, Bhargab Ghoshal, Allan Tucker
Pancreatic cancers have one of the worst prognoses compared to other cancers, as they are diagnosed when cancer has progressed towards its latter stages.
no code implementations • 15 Jun 2022 • Biraja Ghoshal, Allan Tucker
Estimated uncertainty by approximate posteriors in Bayesian neural networks are prone to miscalibration, which leads to overconfident predictions in critical tasks that have a clear asymmetric cost or significant losses.
no code implementations • 20 Mar 2021 • Bhargab Ghoshal, Biraja Ghoshal, Stephen Swift, Allan Tucker
B-cell epitopes play a key role in stimulating B-cells, triggering the primary immune response which results in antibody production as well as the establishment of long-term immunity in the form of memory cells.
no code implementations • 22 Mar 2020 • Biraja Ghoshal, Allan Tucker
Deep Learning has achieved state of the art performance in medical imaging.
no code implementations • 10 Sep 2019 • Martin Shepperd, Yuchen Guo, Ning li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, Leila Yousefi
Objective: We investigate the incidence of errors in a sample of machine learning experiments in the domain of software defect prediction.