Concepedia

Philipp Seegerer

PS

Statistics

Publications

7

Citations

726

H-Index

7

Active since

2014

Affiliations

Heidelberg University(Current)

Technische Universität Berlin

Max Planck Institute for Informatics

Berlin Institute for the Foundations of Learning and Data

Humboldt-Universität zu Berlin

Philipp Seegerer is an author at Heidelberg University specializing in medicine, molecular oncology, and methylation-based tumor classification.

Publications per year

2014–2022

7

Publications

7

Pruning by explaining: A novel criterion for deep neural network pruning

Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin et al. · Pattern Recognition · 2021 · 252 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases

Philipp Jurmeister, Michael Bockmayr, Philipp Seegerer et al. · Science Translational Medicine · 2019 · 161 citations

Medicine, Molecular Biology, Oncology +17

DNA methylation-based classification of sinonasal tumors

Philipp Jurmeister, Stefanie Glöß, Renée F. Roller et al. · Nature Communications · 2022 · 91 citations · Full text

Medicine, Molecular Biology, Oncology +17

Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart

Elham Kayvanpour, Tommaso Mansi, Farbod Sedaghat‐Hamedani et al. · PLoS ONE · 2015 · 89 citations · Full text

Medicine, Biomedical Engineering, Cardiology +17

Machine learning models predict the primary sites of head and neck squamous cell carcinoma metastases based on <scp>DNA</scp> methylation

Maximilian Leitheiser, David Capper, Philipp Seegerer et al. · The Journal of Pathology · 2021 · 54 citations · Full text

Medicine, Cancer Biology, Oncology +17

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