Henrik Marklund

CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

Jeremy Irvin, Pranav Rajpurkar, Michael Ko et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 391 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +22

Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift

Marvin Mengxin Zhang, Henrik Marklund, Nikita Dhawan et al. · arXiv (Cornell University) · 2021 · 39 citations · Full text

Few-shot Learning, Engineering, Machine Learning +20

Deep learning assistance for the histopathologic diagnosis of Helicobacter pylori

Sharon Zhou, Henrik Marklund, Ondřej Bláha et al. · Intelligence-Based Medicine · 2020 · 29 citations · Full text

Artificial Intelligence, Stain Normalization, Engineering +22

Adaptive Risk Minimization: Learning to Adapt to Domain Shift

Marvin Mengxin Zhang, Henrik Marklund, Nikita Dhawan et al. · arXiv (Cornell University) · 2020 · 28 citations · Full text

Engineering, Machine Learning, Data Science +13

Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Distribution Shift

Marvin Zhang, Henrik Marklund, Nikita Dhawan et al. · arXiv (Cornell University) · 2020 · 25 citations · Full text

Engineering, Machine Learning, Group Distribution Shift +18