no code implementations • 27 Jul 2015 • Kirill Dyagilev, Suchi Saria
Extending existing ranking algorithms, DSSL learns a function that maps a vector of patient's measurements to a scalar severity score such that the resulting score is temporally smooth and consistent with the expert's ranking of pairs of disease states.