Prototypical Clustering Networks for Dermatological Disease Diagnosis

no code implementations • 7 Nov 2018 • Viraj Prabhu, Anitha Kannan, Murali Ravuri, Manish Chablani, David Sontag, Xavier Amatriain

We consider the problem of image classification for the purpose of aiding doctors in dermatological diagnosis.

Clustering General Classification +1

Learning from the experts: From expert systems to machine-learned diagnosis models

no code implementations • 21 Apr 2018 • Murali Ravuri, Anitha Kannan, Geoffrey J. Tso, Xavier Amatriain

In this paper, we present a method to merge both approaches by using expert systems as generative models that create simulated data on which models can be learned.

Medical Diagnosis