activity
20182024
most citedAre we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

17 citations · 35 across the 4 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

eess.IV2021★ 17 cited

Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

Florian Kofler, Ivan Ezhov, Fabian Isensee +16

Metrics optimized in complex machine learning tasks are often selected in an ad-hoc manner. It is unknown how they align with human expert perception. We explore the correlations b…

cs.HC2021★ 4 cited

Open-Source Concealed EEG Data Collection for Brain-Computer-Interfaces -- Real-World Neural Observation Through OpenBCI Amplifiers with Around-the-Ear cEEGrid Electrodes

Michael Thomas Knierim, Christoph Berger, Pierluigi Reali

Observing brain activity in real-world settings offers exciting possibilities like the support of physical health, mental well-being, and thought-controlled interaction modalities.…