6 citations · 6 across the 1 of their papers we have counts for
3 papers
Assessing Robustness of Deep learning Methods in Dermatological Workflow
Sourav Mishra, Subhajit Chaudhury, Hideaki Imaizumi +1
This paper aims to evaluate the suitability of current deep learning methods for clinical workflow especially by focusing on dermatology. Although deep learning methods have been a…
Improving image classifiers for small datasets by learning rate adaptations
Sourav Mishra, Toshihiko Yamasaki, Hideaki Imaizumi
Our paper introduces an efficient combination of established techniques to improve classifier performance, in terms of accuracy and training time. We achieve two-fold to ten-fold s…
Supervised classification of Dermatological diseases by Deep learning
Sourav Mishra, Toshihiko Yamasaki, Hideaki Imaizumi
This paper introduces a deep-learning based efficient classifier for common dermatological conditions, aimed at people without easy access to skin specialists. We report approximat…