Author

Jessica Krepel

Observed name: Krepel, Jessica

Institution: Helmholtz Centre for Infection Research

Observed institutions: University of Veterinary Medicine Hannover, Foundation, German Center for Infection Research, Helmholtz Centre for Infection Research

ORCID: 0009-0001-2007-6454

Observed ORCID: 0009-0001-2007-6454

OpenAlex ID: A5104007315

Augmentation of Transcriptomic Data for Improved Classification of Patients with Respiratory Diseases of Viral Origin

2022 · Magdalena Kircher, Elisa Chludzinski, et al. · International Journal of Molecular Sciences · 17

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Comparison of merging strategies for building machine learning models on multiple independent gene expression data sets

2021 · Jessica Krepel, Magdalena Kircher, et al. · Statistical Analysis and Data Mining The ASA Data Science Journal · 5

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Tuberculosis incidence in solid organ transplant recipients in Europe: A multicenter TBnet cohort study

2025 · Berit Lange, Thomas Theo Brehm, et al. · Journal of Infection · 4

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Social Media Polls on Twitter and Mastodon: Rapid Data Collection for Public Health

2025 · Maged Mortaga, Hendrik Nunner, et al. · medRxiv · 1

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Correcting the Estimation of Viral Taxa Distributions in Next-Generation Sequencing Data after Applying Artificial Neural Networks

2021 · Moritz Kohls, Magdalena Kircher, et al. · Genes · 1

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Ensemble-based uncertainty enables large-scale 3d segmentation quality control in population imaging

2026 · Tobias Norajitra, Tobias Nonnenmacher, et al. · Medical Image Analysis

The German National Cohort: Ophthalmic Assessment, Baseline Profile, and Potential for Artificial Intelligence–Based Eye Research

2026 · Camila Roa, Ansgar Beuse, et al. · Ophthalmology Science

The German National Cohort: Ophthalmological Assessment, Baseline Profile and Potential for AI-based Eye Research

2026 · Camila Roa, Ansgar Beuse, et al. · medRxiv

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Predicting COVID-19 incidence from seroprevalence and population-based cohort data using interpretable machine learning with differential privacy analysis

2026 · Jessica Krepel, Ruta Binkyte, et al. · medRxiv

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Rapid Epidemiological Data Collection on Social Media for COVID-19: Comparative Study Between Online Surveys and Conventional Cohorts

2026 · Maged Mortaga, Hendrik Nunner, et al. · Journal of Medical Internet Research

Rapid Data Collection for Infectious Diseases: Comparing Observational Survey Studies on Social Media with Conventional Cohort Studies (Preprint)

2025 · Maged Mortaga, Hendrik Nunner, et al.

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Improving predictive ability for epidemic situations by developing optimal variable sets for epidemic panels using Machine Learning methods

2025 · Krepel, Jessica, Kerkouche, Raouf, et al. · JuSER (Forschungszentrum Jülich)

Novel multiplex tools in an epidemic panel improve prediction of RSV infection dynamics and disease burden – a RESPINOW analysis

2024 · Manuela Harries, Carolina J. Klett-Tammen, et al. · medRxiv

Novel multiplex tools in an epidemic panel improve prediction of RSV infection dynamics and disease burden – a RESPINOW analysis

2024 · Manuela, Harries, Klett-Tammen, Carolina, et al. · Publikationen an der Universität Bielefeld (Universität Bielefeld)

Estimating the Distribution of Viral Taxa in Next-generation Sequencing data using Artificial Neural Networks

2020 · Moritz Kohls, Magdalena Kircher, et al. · Research Square

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Works count: 16

Citation count: 28

H-index: 3

I10-index: 1