Publications by authors named "Philipp Seegerer"

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Analysing cerebrospinal fluid with explainable deep learning: From diagnostics to insights.
Leonille Schweizer, Philipp Seegerer, Hee-Yeong Kim, René Saitenmacher, Amos Muench

Neuropathol Appl Neurobiol· February 2023

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New definitions of human lymphoid and follicular cell entities in lymphatic tissue by machine learning.
Patrick Wagner, Nils Strodthoff, Patrick Wurzel, Arturo Marban, Sonja Scharf, Philipp Seegerer

Sci Rep· November 2022

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DNA methylation-based classification of sinonasal tumors.
Philipp Jurmeister, Stefanie Glöß, Renée Roller, Maximilian Leitheiser, Simone Schmid, Philipp Seegerer

Nat Commun· November 2022

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Machine learning models predict the primary sites of head and neck squamous cell carcinoma metastases based on DNA methylation.
Maximilian Leitheiser, David Capper, Philipp Seegerer, Annika Lehmann, Ulrich Schüller

J Pathol· April 2022

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Resolving challenges in deep learning-based analyses of histopathological images using explanation methods.
Miriam Hägele, Philipp Seegerer, Sebastian Lapuschkin, Michael Bockmayr, Wojciech Samek

Sci Rep· April 2020

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Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases.
Philipp Jurmeister, Michael Bockmayr, Philipp Seegerer, Teresa Bockmayr, Denise Treue

Sci Transl Med· September 2019

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Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart.
Elham Kayvanpour, Tommaso Mansi, Farbod Sedaghat-Hamedani, Ali Amr, Dominik Neumann, Philipp Seegerer

PLoS One· April 2016

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Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals.
Oliver Zettinig, Tommaso Mansi, Dominik Neumann, Bogdan Georgescu, Saikiran Rapaka, Philipp Seegerer

Med Image Anal· December 2014

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