Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI

no code implementations • 12 Oct 2020 • Tejas Sudharshan Mathai, Yi Wang, Nathan Cross

In this paper, we seek to quantify the bias in terms of the impact that different levels of motion artifacts have on the performance of neural networks engaged in a lesion segmentation task.

Artifact Detection Lesion Segmentation +1

Deep Learning for Pneumothorax Detection and Localization in Chest Radiographs

no code implementations • 16 Jul 2019 • André Gooßen, Hrishikesh Deshpande, Tim Harder, Evan Schwab, Ivo Baltruschat, Thusitha Mabotuwana, Nathan Cross, Axel Saalbach

Pneumothorax is a critical condition that requires timely communication and immediate action.

Multiple Instance Learning Pneumothorax Detection