88 citations · 115 across the 14 of their papers we have counts for
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cs.CV2020
Unified Representation Learning for Efficient Medical Image Analysis
Ghada Zamzmi, Sivaramakrishnan Rajaraman, Sameer Antani
Medical image analysis typically includes several tasks such as enhancement, segmentation, and classification. Traditionally, these tasks are implemented using separate deep learni…
eess.IV2020
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays
Sivaramakrishnan Rajaraman, Jen Siegelman, Philip O. Alderson +3
We demonstrate use of iteratively pruned deep learning model ensembles for detecting pulmonary manifestation of COVID-19 with chest X-rays. This disease is caused by the novel Seve…