Gabriel Dernbach

Affiliations

Institute of Pathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Berlin, Charitéplatz 1, 10117 Berlin, Germany.
BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany.

Publications (5)

Single-cell gene regulatory network prediction by explainable AI.

Nucleic acids research

Avec: Philipp Keyl , Philip Bischoff , Gabriel Dernbach , Michael Bockmayr , Rebecca Fritz , David Horst , Nils Blüthgen , Grégoire Montavon , Klaus-Robert Müller , Frederick Klauschen

Spatial heterogeneity of tumor cells and the tissue microenvironment in oral squamous cell carcinoma.

Oral surgery, oral medicine, oral pathology and oral radiology

Avec: Claudius Steffen , Simon Schallenberg , Gabriel Dernbach , Anastasia Dielmann , Mihnea P Dragomir , Caroline Schweiger-Eisbacher , Frederick Klauschen , David Horst , Ingeborg Tinhofer , Max Heiland , Ulrich Keilholz

Dissecting AI-based mutation prediction in lung adenocarcinoma: A comprehensive real-world study.

European journal of cancer (Oxford, England : 1990)

Avec: Gabriel Dernbach , Daniel Kazdal , Lukas Ruff , Maximilian Alber , Eva Romanovsky , Simon Schallenberg , Petros Christopoulos , Cleo-Aron Weis , Thomas Muley , Marc A Schneider , Peter Schirmacher , Michael Thomas , Klaus-Robert Müller , Jan Budczies , Albrecht Stenzinger , Frederick Klauschen

Patient-level proteomic network prediction by explainable artificial intelligence.

NPJ precision oncology

Avec: Philipp Keyl , Michael Bockmayr , Daniel Heim , Gabriel Dernbach , Grégoire Montavon , Klaus-Robert Müller , Frederick Klauschen

TTF-1 status in early-stage lung adenocarcinoma is an independent predictor of relapse and survival superior to tumor grading.

European journal of cancer (Oxford, England : 1990)

Avec: Simon Schallenberg , Gabriel Dernbach , Mihnea P Dragomir , Georg Schlachtenberger , Kyrill Boschung , Corinna Friedrich , Kai Standvoss , Lukas Ruff , Philipp Anders , Christian Grohé , Winfried Randerath , Sabine Merkelbach-Bruse , Alexander Quaas , Matthias Heldwein , Ulrich Keilholz , Jens Khosro Hekmat , Carsten Rückert , Reinhard Büttner , David Horst , Frederick Klauschen , Nikolaj Frost

Réseau de co-auteurs

Frederick Klauschen 5 collaborations

David Horst 3 collaborations

Klaus-Robert Müller 3 collaborations

Simon Schallenberg 3 collaborations

Philipp Keyl 2 collaborations

Michael Bockmayr 2 collaborations

Grégoire Montavon 2 collaborations

Mihnea P Dragomir 2 collaborations

Ulrich Keilholz 2 collaborations

Lukas Ruff 2 collaborations

Philip Bischoff 1 collaboration

Rebecca Fritz 1 collaboration

Nils Blüthgen 1 collaboration

Claudius Steffen 1 collaboration

Anastasia Dielmann 1 collaboration

Caroline Schweiger-Eisbacher 1 collaboration

Ingeborg Tinhofer 1 collaboration

Max Heiland 1 collaboration

Daniel Kazdal 1 collaboration

Maximilian Alber 1 collaboration

Eva Romanovsky 1 collaboration

Petros Christopoulos 1 collaboration

Cleo-Aron Weis 1 collaboration

Thomas Muley 1 collaboration

Marc A Schneider 1 collaboration

Peter Schirmacher 1 collaboration

Michael Thomas 1 collaboration

Jan Budczies 1 collaboration

Albrecht Stenzinger 1 collaboration

Daniel Heim 1 collaboration

Georg Schlachtenberger 1 collaboration

Kyrill Boschung 1 collaboration

Corinna Friedrich 1 collaboration

Kai Standvoss 1 collaboration

Philipp Anders 1 collaboration

Christian Grohé 1 collaboration

Winfried Randerath 1 collaboration

Sabine Merkelbach-Bruse 1 collaboration

Alexander Quaas 1 collaboration

Matthias Heldwein 1 collaboration

Jens Khosro Hekmat 1 collaboration

Carsten Rückert 1 collaboration

Reinhard Büttner 1 collaboration

Nikolaj Frost 1 collaboration