# Eleven grand challenges in single-cell data science

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/eleven-grand-challenges-in-single-cell-data-science/

## Facts

| Field | Value |
| --- | --- |
| Author Names | David Lähnemann,Johannes Köster,Ewa Szczurek,Davis J. McCarthy,Stephanie C. Hicks,Mark D. Robinson,Catalina A. Vallejos,Kieran R. Campbell,Niko Beerenwinkel,Ahmed Mahfouz,Luca Pinello,Pavel Skums,Alexandros Stamatakis,Camille Stephan‐Otto Attolini,Samuel Aparício,Jasmijn A. Baaijens,Marleen Balvert,Buys de Barbanson,Antonio Cappuccio,Giacomo Corleone,Bas E. Dutilh,Maria Florescu,Victor Guryev,Rens Holmer,Katharina Jahn,Thamar Jessurun Lobo,Emma M Keizer,Indu Khatri,Szymon M. Kiełbasa,Jan O. Korbel,Alexey M. Kozlov,Tzu-Hao Kuo,Boudewijn P. F. Lelieveldt,Ion Măndoiu,John C. Marioni,Tobias Marschall,Felix Mölder,Amir Niknejad,Alicja Rączkowska,Marcel Reinders,Jeroen de Ridder,Antoine-Emmanuel Saliba,Antonios Somarakis,Oliver Stegle,Fabian J. Theis,Huan Yang,Alex Zelikovsky,Alice C. McHardy,Benjamin J. Raphael,Sohrab P. Shah,Alexander Schönhuth |
| Citations | 1,461 |
| DOI | 10.1186/s13059-020-1926-6 |
| Fields | Biochemistry, Genetics and Molecular Biology |
| Open Access | true |
| OA Status | gold |
| OA URL | https://genomebiology.biomedcentral.com/track/pdf/10.1186/s13059-020-1926-6.pdf |
| OpenAlex ID | https://openalex.org/W3005127469 |
| PMID | 32033589 |
| Type | article |
| Year | 2020 |

## Paper authors

- [Sohrab P. Shah](https://scholariq.org/researchers/sohrab-p-shah/)

## Paper primary topic

- [Single-cell and spatial transcriptomics](https://scholariq.org/topics/single-cell-and-spatial-transcriptomics/)

## Paper topics

- [Single-cell and spatial transcriptomics](https://scholariq.org/topics/single-cell-and-spatial-transcriptomics/)
- [Cell Image Analysis Techniques](https://scholariq.org/topics/cell-image-analysis-techniques/)
- [Gene Regulatory Network Analysis](https://scholariq.org/topics/gene-regulatory-network-analysis/)

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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.