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Lena Stempfle
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Predicting progression and cognitive decline in amyloid-positive patients with Alzheimer’s disease
HV Dansson, L Stempfle, H Egilsdóttir, A Schliep, E Portelius, K Blennow, ...
Alzheimer's Research & Therapy 13, 1-16, 2021
202021
Sharing pattern submodels for prediction with missing values
L Stempfle, A Panahi, FD Johansson
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9882-9890, 2023
62023
MINTY: Rule-based models that minimize the need for imputing features with missing values
L Stempfle, F Johansson
International Conference on Artificial Intelligence and Statistics, 964-972, 2024
2024
Interpretable machine learning models for predicting with missing values
L Stempfle
PQDT-Global, 2023
2023
Learning replacement variables in interpretable rule-based models
L Stempfle, FD Johansson
ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH), 0
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Articles 1–5