Alexander Schönhuth

Bielefeld University

Germany

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Articles (19)

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2025

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2020

Collaborators (6)

Alejandro Lopez Rincon

Associate Professor

UMC Utrecht

NETHERLANDS

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Sanne Abeln

University of Amsterdam

NETHERLANDS

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Marleen Balvert

Associate Professor

Tilburg University

NETHERLANDS

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Andrew Yung Fong Li Yim

Assistant Professor

Amsterdam University Medical Centers

NETHERLANDS

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Johnathan Cooper‐Knock

UNITED KINGDOM

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Barbara Hammer

Professor at University of Bielefeld

Bielefeld University

GERMANY

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Alexander Schönhuth

Research Interests

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Articles (19)

Author Correction: Considerations in the search for epistasis

From data chaos to precision medicine

Generating synthetic genotypes using diffusion models

Genetic features for drug responses in cancer - Investigating an ensemble-feature-selection approach

SBC-SHAP: Increasing the Accessibility and Interpretability of Machine Learning Algorithms for Sepsis Prediction

Computing linkage disequilibrium aware genome embeddings using autoencoders

Considerations in the search for epistasis

HyLight: Strain aware assembly of low coverage metagenomes

Predicting the prevalence of complex genetic diseases from individual genotype profiles using capsule networks

Hybrid-hybrid correction of errors in long reads with HERO

StrainXpress: strain aware metagenome assembly from short reads

Deep variational graph autoencoders for novel host-directed therapy options against COVID-19

Enhancing Long-Read-Based Strain-Aware Metagenome Assembly

Strainline: full-length de novo viral haplotype reconstruction from noisy long reads

VeChat: correcting errors in long reads using variation graphs

Recursive ensemble feature selection provides a robust mRNA expression signature for myalgic encephalomyelitis/chronic fatigue syndrome.

Accurate and scalable variant calling from single cell DNA sequencing data with ProSolo

phasebook: haplotype-aware de novo assembly of diploid genomes from long reads

Machine Learning-Based Ensemble Recursive Feature Selection of Circulating miRNAs for Cancer Tumor Classification

Collaborators (6)

Alejandro Lopez Rincon

Sanne Abeln

Marleen Balvert

Andrew Yung Fong Li Yim

Johnathan Cooper‐Knock

Barbara Hammer

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