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Sebastian Lapuschkin

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 3

Top Topics

Convolutional Neural Network

Induced Pluripotent Stem Cells

Top Venues

Scientific reports

International journal of epidemiology

Fraunhofer-Institut für Nachrichtentechnik Heinrich-Hertz-Institut

Technische Universität Berlin (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Fraunhofer-Institut für Nachrichtentechnik Heinrich-Hertz-Institut Dec 20o 2018

Germany

Postdoctoral Researcher :: Video Coding & Analytics / Machine Learning

Education History

Technische Universität Berlin Sep 1o 2013 - Dec 19o 2018

Germany

PHD :: Machine Learning Department

Publications

Andreas Rieckmann, Piotr Dworzynski, Leila Arras, Sebastian Lapuschkin, Wojciech Samek, Onyebuchi Aniweta Arah, Naja Hulvej Rod, Claus Thorn Ekstrøm
Causes of Outcome Learning: a causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome. International journal of epidemiology 51 (5) (2022)
Miriam Hägele, Philipp Seegerer, Sebastian Lapuschkin, Michael Bockmayr, Wojciech Samek, Frederick Klauschen, Klaus-Robert Müller, Alexander Binder
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods. Scientific reports 10 (1) (2020)
Fabian Horst, Sebastian Lapuschkin, Wojciech Samek, Klaus-Robert Müller, Wolfgang I Schöllhorn
Explaining the unique nature of individual gait patterns with deep learning. Scientific reports 9 (1) (2019)