Philip Stegmaier

Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer

Hryhorii Chereda, Annalen Bleckmann, Kerstin Menck et al. · Genome Medicine · 2021 · 117 citations · Full text

Computing, Bioinformatics, Oncology +16

“Upstream Analysis”: An Integrated Promoter-Pathway Analysis Approach to Causal Interpretation of Microarray Data

Jeannette Koschmann, Anirban Bhar, Philip Stegmaier et al. · Microarrays · 2015 · 74 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17

Walking pathways with positive feedback loops reveal DNA methylation biomarkers of colorectal cancer

Alexander Kel, U. A. Boyarskikh, Philip Stegmaier et al. · BMC Bioinformatics · 2019 · 60 citations · Full text

Medicine, Molecular Biology, Oncology +17

Composite Module Analyst: identification of transcription factor binding site combinations using genetic algorithm

T. Waleev, Dmitry Shtokalo, Tatiana Konovalova et al. · Nucleic Acids Research · 2006 · 59 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17

Systematic DNA-binding domain classification of transcription factors.

Philip Stegmaier, Alexander Kel, Edgar Wingender · PubMed · 2004 · 57 citations

Life Sciences, Bioinformatics, Molecular Biology +15