# Andreas Schuppert

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/andreas-schuppert/

## Facts

| Field | Value |
| --- | --- |
| Citations | 3,553 |
| Field | Bioinformatics and Genomic Networks |
| h-index | 28 |
| i10-index | 57 |
| Last Known Institution | RWTH Aachen University |
| OpenAlex ID | https://openalex.org/A5059221195 |
| ORCID iD | 0000-0003-3783-6605 |
| Works | 186 |

## Researcher papers

- [From hype to reality: data science enabling personalized medicine](https://scholariq.org/papers/from-hype-to-reality-data-science-enabling-personalized-medicine/)
- [Stem Cell Differentiation as a Non-Markov Stochastic Process](https://scholariq.org/papers/stem-cell-differentiation-as-a-non-markov-stochastic-process/)
- [Swarm learning for decentralized artificial intelligence in cancer histopathology](https://scholariq.org/papers/swarm-learning-for-decentralized-artificial-intelligence-in-cancer/)
- [Nanog-dependent feedback loops regulate murine embryonic stem cell heterogeneity](https://scholariq.org/papers/nanog-dependent-feedback-loops-regulate-murine-embryonic-stem-cell-heterogeneity/)
- [Smart Medical Information Technology for Healthcare (SMITH)](https://scholariq.org/papers/smart-medical-information-technology-for-healthcare-smith/)
- [Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care](https://scholariq.org/papers/development-and-validation-of-a-reinforcement-learning-algorithm-to-dynamically/)
- [Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey](https://scholariq.org/papers/future-medical-artificial-intelligence-application-requirements-and-expectations/)
- [6-month mortality and readmissions of hospitalized COVID-19 patients: A nationwide cohort study of 8,679 patients in Germany](https://scholariq.org/papers/6-month-mortality-and-readmissions-of-hospitalized-covid-19-patients-a/)
- [Few inputs can reprogram biological networks](https://scholariq.org/papers/few-inputs-can-reprogram-biological-networks/)
- [Principal components analysis and the reported low intrinsic dimensionality of gene expression microarray data](https://scholariq.org/papers/principal-components-analysis-and-the-reported-low-intrinsic-dimensionality-of/)

## Researcher topics

- [Bioinformatics and Genomic Networks](https://scholariq.org/topics/bioinformatics-and-genomic-networks/)
- [Machine Learning in Healthcare](https://scholariq.org/topics/machine-learning-in-healthcare/)
- [Gene Regulatory Network Analysis](https://scholariq.org/topics/gene-regulatory-network-analysis/)
- [Respiratory Support and Mechanisms](https://scholariq.org/topics/respiratory-support-and-mechanisms/)
- [Gene expression and cancer classification](https://scholariq.org/topics/gene-expression-and-cancer-classification/)

## Researcher university

- [RWTH Aachen University](https://scholariq.org/institutions/rwth-aachen-university/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.