Sivaramakrishnan Rajaraman, Sameer Antani, Mahdieh Poostchi, Kamolrat Silamut et al.
parasites transmitted through the bite of female Anopheles mosquito. Microscopists commonly examine thick and thin blood smears to diagnose disease and compute parasitemia. However, their accuracy depends on smear quality and expertise in classifying and counting parasitized and uninfected cells. Su...
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...
Sivaramakrishnan Rajaraman, Sameer Antani, Mahdieh Poostchi, Kamolrat Silamut et al.
Malaria is a blood disease caused by the Plasmodium parasites transmitted through the bite of female Anopheles mosquito.Microscopists commonly examine thick and thin blood smears to diagnose disease and compute parasitemia.However, their accuracy depends on smear quality and expertise in classifying...