Zhaohui Liang, Andrew J. Powell, Ilker Ersoy, Mahdieh Poostchi et al.
Malaria is a major global health threat. The standard way of diagnosing malaria is by visually examining blood smears for parasite-infected red blood cells under the microscope by qualified technicians. This method is inefficient and the diagnosis depends on the experience and the knowledge of the p...
Sivaramakrishnan Rajaraman, Kamolrat Silamut, Md. Aiub Hossain, Ilker Ersoy et al.
Convolutional neural networks (CNNs) have become the architecture of choice for visual recognition tasks. However, these models are perceived as black boxes since there is a lack of understanding of the learned behavior from the underlying task of interest. This lack of transparency is a serious dra...