Publications by authors named "Moritz Seiler"

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Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multiobjective Continuous Optimization Problems.
Moritz Vinzent Seiler, Pascal Kerschke, Heike Trautmann

Evol Comput· December 2025

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Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single-Objective and Multiobjective Continuous Optimization Problems.
Moritz Vinzent Seiler, Pascal Kerschke, Heike Trautmann

Evol Comput· June 2025

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Pioneering new paths: the role of generative modelling in neurological disease research.
Moritz Seiler, Kerstin Ritter

Pflugers Arch· April 2025

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Evaluation of machine learning-based classification of clinical impairment and prediction of clinical worsening in multiple sclerosis.
Samantha Noteboom, Moritz Seiler, Claudia Chien, Roshan P Rane, Frederik Barkhof

J Neurol· August 2024

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Prediction of high and low disease activity in early MS patients using multiple kernel learning identifies importance of lateral ventricle intensity.
Claudia Chien, Moritz Seiler, Fabian Eitel, Tanja Schmitz-Hübsch, Friedemann Paul

Mult Scler J Exp Transl Clin· July 2022

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Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research.
Fabian Eitel, Marc-André Schulz, Moritz Seiler, Henrik Walter, Kerstin Ritter

Exp Neurol· May 2021

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