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Cited by
All
Since 2019
Citations
26
26
h-index
2
2
i10-index
1
1
0
14
7
2021
2022
2023
2024
1
3
8
14
Public access
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Co-authors
Fredrik D. Johansson
Associate Professor, Chalmers University of Technology
Verified email at chalmers.se
Henrik Zetterberg
Sahlgrenska
Verified email at clinchem.gu.se
Alexander Schliep
Full Professor, Faculty for Health Sciences, BTU Cottbus-Senftenberg
Verified email at schlieplab.org
Kaj Blennow
Prof
Verified email at neuro.gu.se
Ashkan Panahi
Assistant Professor
Verified email at chalmers.se
Devdatt Dubhashi
Professor Chalmers
Verified email at chalmers.se
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Lena Stempfle
Chalmers University of Technology
Verified email at chalmers.se -
Homepage
machine learning
health care
AI
decision making
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Year
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
20
2021
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
6
2023
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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