Lena Stempfle

Doctoral Student at Data Science and AI 3

Source: chalmers.se
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Showing 7 publications

2025

Applying machine learning to high-dimensional proteomics datasets for the identification of Alzheimer's disease biomarkers

Christoffer Ivarsson Orrelid, Oscar Rosberg, Sophia Weiner et al
Fluids and Barriers of the CNS. Vol. 22 (1)
Journal article
2025

Applying machine learning to high-dimensional proteomics datasets for the identification of Alzheimer’s disease biomarkers

Christoffer Ivarsson Orrelid, Oscar Rosberg, Sophia Weiner et al
Fluids and Barriers of the CNS. Vol. 22 (1)
Journal article
2024

How Should We Represent History in Interpretable Models of Clinical Policies?

Anton Matsson, Lena Stempfle, Yaochen Rao et al
Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Vol. 259, p. 714-734
Paper in proceeding
2024

MINTY: Rule-based Models that Minimize the Need for Imputing Features with Missing Values

Lena Stempfle, Fredrik Johansson
Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Vol. 238, p. 964-972
Paper in proceeding
2023

Sharing Pattern Submodels for Prediction with Missing Values

Lena Stempfle, Ashkan Panahi, Fredrik Johansson
Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 37 (8), p. 9882-9890
Paper in proceeding
2021

Predicting progression and cognitive decline in amyloid-positive patients with Alzheimer’s disease

Hákon Valur Dansson, Lena Stempfle, Hildur Egilsdóttir et al
Alzheimers Research and Therapy. Vol. 13 (1)
Journal article

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