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Lucas Plagwitz
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 8
Top Topics
Machine Learning
Intensive Care
Sample Size
Multiple Data Sources
Top Venues
MIE
CoRR
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Publications
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Michael Fujarski
,
Christian Porschen
,
Lucas Plagwitz
,
Daniel Stroth
,
Catharina Marie van Alen
,
Mahan Sadjadi
,
Raphael Weiss
,
Alexander Zarbock
,
Thilo Caspar von Groote
,
Julian Varghese
DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation.
MIE
(2023)
Lucas Plagwitz
,
Tobias Vogelsang
,
Florian Doldi
,
Lucas Bickmann
,
Michael Fujarski
,
Lars Eckardt
,
Julian Varghese
The Necessity of Multiple Data Sources for ECG-Based Machine Learning Models.
MIE
(2023)
Alexander Brenner
,
Catharina Marie van Alen
,
Lucas Plagwitz
,
Julian Varghese
Classification of Parkinson's Disease from Voice - Analysis of Data Selection Bias.
MIE
(2023)
Lucas Bickmann
,
Lucas Plagwitz
,
Julian Varghese
Post Hoc Sample Size Estimation for Deep Learning Architectures for ECG-Classification.
MIE
(2023)
Lucas Plagwitz
,
Alexander Brenner
,
Michael Fujarski
,
Julian Varghese
Supporting AI-Explainability by Analyzing Feature Subsets in a Machine Learning Model.
MIE
(2022)
Alexander Brenner
,
Lucas Plagwitz
,
Michael Fujarski
,
Tobias Warnecke
,
Julian Varghese
Utilizing a Non-Motor Symptoms Questionnaire and Machine Learning to Differentiate Movement Disorders.
MIE
(2022)
Michael Fujarski
,
Christian Porschen
,
Lucas Plagwitz
,
Alexander Brenner
,
Narges Ghoreishi
,
Patrick Thoral
,
Harm-Jan de Grooth
,
Paul W. G. Elbers
,
Raphael Weiss
,
Melanie Meersch
,
Alexander Zarbock
,
Thilo Caspar von Groote
,
Julian Varghese
Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access Database.
MIE
(2022)
Ramona Leenings
,
Nils Ralf Winter
,
Lucas Plagwitz
,
Vincent Holstein
,
Jan Ernsting
,
Jakob Steenweg
,
Julian Gebker
,
Kelvin Sarink
,
Daniel Emden
,
Dominik Grotegerd
,
Nils Opel
,
Benjamin Risse
,
Xiaoyi Jiang
,
Udo Dannlowski
,
Tim Hahn
PHOTON - A Python API for Rapid Machine Learning Model Development.
CoRR
(2020)