3 citations · 3 across the 1 of their papers we have counts for
3 papers
Improving Model Robustness Using Causal Knowledge
Trent Kyono, Mihaela van der Schaar
For decades, researchers in fields, such as the natural and social sciences, have been verifying causal relationships and investigating hypotheses that are now well-established or…
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis
Trent Kyono, Fiona J. Gilbert, Mihaela van der Schaar
With an aging and growing population, the number of women requiring either screening or symptomatic mammograms is increasing. To reduce the number of mammograms that need to be rea…
Siamese Survival Analysis with Competing Risks
Anton Nemchenko, Trent Kyono, Mihaela Van Der Schaar
Survival analysis in the presence of multiple possible adverse events, i.e., competing risks, is a pervasive problem in many industries (healthcare, finance, etc.). Since only one…