Search Results for author: Prasanth Ganesan

Found 1 papers, 0 papers with code

Does deep learning model calibration improve performance in class-imbalanced medical image classification?

no code implementations29 Sep 2021 Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer Antani

In this study, we perform a systematic analysis of the effect of model calibration on its performance on two medical image modalities, namely, chest X-rays and fundus images, using various deep learning classifier backbones.

Image Classification Medical Image Classification

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