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Yue Liu
Yue Liu
PhD student, KTH Royal Institute of Technology, Science for Life Laboratory
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External evaluation of 3 commercial artificial intelligence algorithms for independent assessment of screening mammograms
M Salim, E Wåhlin, K Dembrower, E Azavedo, T Foukakis, Y Liu, K Smith, ...
JAMA oncology 6 (10), 1581-1588, 2020
2102020
Effect of artificial intelligence-based triaging of breast cancer screening mammograms on cancer detection and radiologist workload: a retrospective simulation study
K Dembrower, E Wåhlin, Y Liu, M Salim, K Smith, P Lindholm, M Eklund, ...
The Lancet Digital Health 2 (9), e468-e474, 2020
2042020
Comparison of a deep learning risk score and standard mammographic density score for breast cancer risk prediction
K Dembrower, Y Liu, H Azizpour, M Eklund, K Smith, P Lindholm, F Strand
Radiology 294 (2), 265-272, 2020
1372020
Patchdropout: Economizing vision transformers using patch dropout
Y Liu, C Matsoukas, F Strand, H Azizpour, K Smith
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
192023
Adding seemingly uninformative labels helps in low data regimes
C Matsoukas, AB Hernandez, Y Liu, K Dembrower, G Miranda, E Konuk, ...
International Conference on Machine Learning, 6775-6784, 2020
162020
Decoupling inherent risk and early cancer signs in image-based breast cancer risk models
Y Liu, H Azizpour, F Strand, K Smith
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
132020
Csaw-m: An ordinal classification dataset for benchmarking mammographic masking of cancer
M Sorkhei, Y Liu, H Azizpour, E Azavedo, K Dembrower, D Ntoula, ...
arXiv preprint arXiv:2112.01330, 2021
112021
Recurrent knowledge distillation
SL Pintea, Y Liu, JC van Gemert
2018 25th IEEE International Conference on Image Processing (ICIP), 3393-3397, 2018
32018
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