144 citations · 611 across the 31 of their papers we have counts for
3 papers · 1 filter
Severity Detection Tool for Patients with Infectious Disease
Girmaw Abebe Tadesse, Tingting Zhu, Nhan Le Nguyen Thanh +14
Hand, foot and mouth disease (HFMD) and tetanus are serious infectious diseases in low and middle income countries. Tetanus in particular has a high mortality rate and its treatmen…
Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality
Pulkit Sharma, Farah E Shamout, David A Clifton
Machine learning models can be used for pattern recognition in medical data in order to improve patient outcomes, such as the prediction of in-hospital mortality. Deep learning mod…
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters
Xinshao Wang, Yang Hua, Elyor Kodirov +2
In this work, we study robust deep learning against abnormal training data from the perspective of example weighting built in empirical loss functions, i.e., gradient magnitude wit…