Anne-Christin Hauschild

Assistant Professor

University Medical Center Göttingen

Germany

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Research Interests

Biostatistics

70%

Cell Biology

30%

Computational Biology

30%

Deep Learning

30%

Next-generation Sequencing

30%

Federated Learning

30%

Genomic

30%

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Articles18

A primer on the use of machine learning to distil knowledge from data in biological psychiatry.

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Year:

2024

CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks

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Year:

2024

Species-agnostic transfer learning for cross-species transcriptomics data integration without gene orthology

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Year:

2024

Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria.

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Year:

2023

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

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Year:

2023

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification

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Year:

2023

MirDIP 5.2: tissue context annotation and novel microRNA curation

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Year:

2023

Guideline for software life cycle in health informatics

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Year:

2022

Evaluation of machine learning strategies for imaging confirmed prostate cancer recurrence prediction on electronic health records

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Year:

2022

Federated Random Forests can improve local performance of predictive models for various health care applications

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Year:

2022

Prediction of antimicrobial resistance based on whole-genome sequencing and machine learning

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Year:

2022

Fractal construction of constrained code words for DNA storage systems

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Year:

2021

Transfer learning compensates limited data, batch effects and technological heterogeneity in single-cell sequencing

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Year:

2021

Fostering reproducibility, reusability, and technology transfer in health informatics

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Year:

2021

Genome-wide analysis suggests the importance of vascular processes and neuroinflammation in late-life antidepressant response

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Year:

2021

Integrative Analysis of Next-Generation Sequencing for Next-Generation Cancer Research toward Artificial Intelligence

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Year:

2021

A large-scale comparative study on peptide encodings for biomedical classification

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Year:

2021

Interleukin-6 Gene Expression Changes after a 4-Week Intake of a Multispecies Probiotic in Major Depressive Disorder—Preliminary Results of the PROVIT Study

Article Link

Year:

2020

Collaborators11

Hannah Franziska Löchel

University of Münster

GERMANY

Jonathan Hess

SUNY Upstate Medical University

UNITED STATES

Andreas HOLZINGER

Full Professor for digital transformation in smart farm and forest operations

University of Natural Resources and Life Sciences

AUSTRIA

Farhana Islam

Teaching Assistant

University of Toronto

CANADA

Marius Welzel

University of Münster

GERMANY

Dominik Heider

Professor

Philipps-Universität Marburg

GERMANY

Yanli Zhang-James

Associate Professor

SUNY Upstate Medical University

UNITED STATES

Murray Cairns

Professor

AUSTRALIA

Olga Zolotareva

Universität Hamburg

GERMANY

Ping-I Lin

Conjoint Associate Professor

University of Western Sydney

AUSTRALIA

Nicolai Spicher

GERMANY

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