I am an Associate Researcher with a deep focus on applying deep learning to biomedical challenges, particularly in ECG, microscopy, and confocal microscopy. My expertise spans machine learning model development, XAI methods for time series, and exploratory techniques for 3D imaging. Trained in statistical data analysis and proficient in Python, I am committed to advancing healthcare through innovative technology solutions.
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ResearcherFraunhofer IpaBerlin, De -
Associate ResearcherFraunhofer Heinrich Hertz Institute Hhi Oct 2022 - PresentBerlin, Berlin, GermanyDesign, development, interpretation, and application of deep learning in the biomedical field (ECG, microscopy, confocal microscopy). -
Software DeveloperDaviko Gmbh Oct 2021 - Sep 2022Berlin, Berlin, GermanyDevelopment of ML models for the classification of 12-lead ECG, development of XAI methods for time series, development of exploratory methods for 3D videos from fluorescence confocal microscopes. -
Research AssistantTechnische Universität Berlin Mar 2019 - Sep 2021Berlin, GermanyCuration and publication of PTB-XL. Design and development of ML methods for protein classification using NLP techniques. -
Student Research AssistantFraunhofer Heinrich Hertz Institute Hhi Oct 2016 - Feb 2019BerlinPreparation of the Master's Thesis on the Topic 'Explorative Clustering of 3D Neutrophil Nuclei' in the Department for Video Coding and Machine Learning -
Student Research AssistantMotiontag May 2016 - Oct 2017Berlin, Berlin, GermanyDesign, development, and testing of data pipelines and ML models in Python -
Student Software DeveloperAceart Gmbh Apr 2015 - Sep 2015Stuttgart, Baden-Württemberg, GermanyFullstack App-Entwicklung
Patrick Wagner Education Details
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Computer Science -
Computer Science -
Max-Eyth-Schule Kirchheim/TeckInformation Technology
Frequently Asked Questions about Patrick Wagner
What company does Patrick Wagner work for?
Patrick Wagner works for Fraunhofer Ipa
What is Patrick Wagner's role at the current company?
Patrick Wagner's current role is Researcher.
What schools did Patrick Wagner attend?
Patrick Wagner attended Technische Universität Berlin, Technische Universität Berlin, Max-Eyth-Schule Kirchheim/teck.
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