Judith Bernett

9PUBLICATIONS
31CO-AUTHORS
Predictive and prognostic markersPharmacogenomicsRespiratory diseasesSemi- and unsupervised learningGene expression (incl. microarray and other genome-wide approaches)
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Publications (9)

|May 12, 2026
Critical evaluation of drug response prediction models with DrEval.

|Nov 17, 2025
Mapping drug mechanisms with ProteomicsDB: unified omics and cell sensitivity data at scale.

Mario Picciani, Armin Soleymaniniya, Julian Müller

|Aug 31, 2025
Reticulated platelets in coronary artery disease: a multidimensional approach unveils prothrombotic signalling and novel therapeutic targets.

Kilian Kirmes, Jiaying Han, Melissa Klug

|Jul 15, 2025
Deep learning models for unbiased sequence-based PPI prediction plateau at an accuracy of 0.65.

Timo Reim, Anne Hartebrodt, David B Blumenthal

|Jul 15, 2025
Refinement strategies for Tangram for reliable single-cell to spatial mapping.

Merle Stahl, Lena J Straßer, Chit Tong Lio

|Aug 09, 2024
Guiding questions to avoid data leakage in biological machine learning applications.

Judith Bernett, David B Blumenthal, Dominik G Grimm

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Frequent Collaborators

7 joint publications

Markus List

5 joint publications

David B Blumenthal

2 joint publications

Jan Baumbach

2 joint publications

Tim Kacprowski