107 citations
- Tampere UniversityFI4 papers
- University of MünsterDE3 papers
- InsermFR2 papers
- Institute for Systems BiologyUS2 papers
- Nankai UniversityCN2 papers
- Swiss Distance University of Applied SciencesCH2 papers
- Technische Universität DresdenDE2 papers
- University of TampereFI2 papers
- Andalusian School of Public HealthES1 paper
- British Standards InstitutionGB1 paper
- Centre Hospitalier Universitaire Amiens-PicardieFR1 paper
- Deutsches Institut für NormungDE1 paper
18 papers
Causal Effect Estimation with TMLE: Handling Missing Data and Near-Violations of Positivity
Christoph Wiederkehr, Christian Heumann, Michael Schomaker
We evaluate the performance of targeted maximum likelihood estimation (TMLE) for estimating the average treatment effect in missing data scenarios under varying levels of positivit…
What are You Looking at? Modality Contribution in Multimodal Medical Deep Learning
Christian Gapp, Elias Tappeiner, Martin Welk +3
Purpose High dimensional, multimodal data can nowadays be analyzed by huge deep neural networks with little effort. Several fusion methods for bringing together different modalitie…
The Local Subtraction Approach For EEG and MEG Forward Modeling
Malte B. Höltershinken, Pia Lange, Tim Erdbrügger +7
EDIT: A revised version of this article has been published in the SIAM Journal on Scientific Computing, see https://epubs.siam.org/doi/full/10.1137/23M1582874. In the revised versi…
A clarification of misconceptions, myths and desired status of artificial intelligence
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
The field artificial intelligence (AI) has been founded over 65 years ago. Starting with great hopes and ambitious goals the field progressed though various stages of popularity an…
Control of the Vertical Gradient Freeze crystal growth process via backstepping
Stefan Ecklebe, Frank Woittennek, Jan Winkler
This contribution presents a backstepping-based state feedback design for the tracking control of a two-phase Stefan problem which is encountered in the Vertical Gradient Freeze cr…
Explainable Artificial Intelligence and Machine Learning: A reality rooted perspective
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
We are used to the availability of big data generated in nearly all fields of science as a consequence of technological progress. However, the analysis of such data possess vast ch…