Title: Machine learning based classification of cells into chronological stages using single-cell transcriptomics
Authors: orcid: http://orcid.org/0000-0002-5154-3318
last_name: Singh
first_name: Sumeet Pal
name: Sumeet Pal Singh
corresponding: yes
affiliations: label: 1
institution: Center for Molecular and Cellular Bioengineering
country: Germany
name: Center for Molecular and Cellular Bioengineering , TU Dresden, Dresden 01307, Germany
last_name: Janjuha
first_name: Sharan
name: Sharan Janjuha
affiliations: label: 1
institution: Center for Molecular and Cellular Bioengineering
country: Germany
name: Center for Molecular and Cellular Bioengineering , TU Dresden, Dresden 01307, Germany
label: 2
institution: Paul Langerhans Institute Dresden of the Helmholtz Center Munich at the University Hospital Carl Gustav Carus of TU Dresden
country: Germany
name: Paul Langerhans Institute Dresden of the Helmholtz Center Munich at the University Hospital Carl Gustav Carus of TU Dresden , Dresden 01307, Germany
last_name: Chaudhuri
first_name: Samata
name: Samata Chaudhuri
affiliations: label: 3
institution: Max Planck Institute of Molecular Cell Biology and Genetics
country: Germany
name: Max Planck Institute of Molecular Cell Biology and Genetics , Dresden 01307, Germany
label: 4
institution: B CUBE-Center for Molecular Bioengineering
country: Germany
name: CUBE-Center for Molecular Bioengineering , TU Dresden 01307, Germany
last_name: Reinhardt
first_name: Susanne
name: Susanne Reinhardt
affiliations: label: 1
institution: Center for Molecular and Cellular Bioengineering
country: Germany
name: Center for Molecular and Cellular Bioengineering , TU Dresden, Dresden 01307, Germany
last_name: Dietz
first_name: Sevina
name: Sevina Dietz
affiliations: label: 1
institution: Center for Molecular and Cellular Bioengineering
country: Germany
name: Center for Molecular and Cellular Bioengineering , TU Dresden, Dresden 01307, Germany
last_name: Eugster
first_name: Anne
name: Anne Eugster
affiliations: label: 1
institution: Center for Molecular and Cellular Bioengineering
country: Germany
name: Center for Molecular and Cellular Bioengineering , TU Dresden, Dresden 01307, Germany
last_name: Bilgin
first_name: Halil
name: Halil Bilgin
affiliations: label: 5
institution: Department of Computer Engineering, Abdullah Gül University
country: Turkey
name: Department of Computer Engineering, Abdullah Gül University , Kayseri 38030, Turkey
last_name: Korkmaz
first_name: Selçuk
name: Selçuk Korkmaz
affiliations: label: 6
institution: Department of Biostatistics, Trakya University
country: Turkey
name: Department of Biostatistics, Trakya University , Edirne 22030, Turkey
last_name: Reid
first_name: John E.
name: John E. Reid
affiliations: label: 7
institution: MRC Biostatistics Unit, University of Cambridge
country: UK
name: MRC Biostatistics Unit, University of Cambridge , CB2 0SR, UK
last_name: Zararsiz
first_name: Gökmen
name: Gökmen Zararsiz
affiliations: label: 8
institution: Department of Biostatistics, Erciyes University
country: Turkey
name: Department of Biostatistics, Erciyes University , Kayseri 38030, Turkey
last_name: Ninov
first_name: Nikolay
name: Nikolay Ninov
corresponding: yes
affiliations: label: 1
institution: Center for Molecular and Cellular Bioengineering
country: Germany
name: Center for Molecular and Cellular Bioengineering , TU Dresden, Dresden 01307, Germany
label: 2
institution: Paul Langerhans Institute Dresden of the Helmholtz Center Munich at the University Hospital Carl Gustav Carus of TU Dresden
country: Germany
name: Paul Langerhans Institute Dresden of the Helmholtz Center Munich at the University Hospital Carl Gustav Carus of TU Dresden , Dresden 01307, Germany
Affiliations: label: 1
institution: Center for Molecular and Cellular Bioengineering
country: Germany
name: Center for Molecular and Cellular Bioengineering , TU Dresden, Dresden 01307, Germany
label: 2
institution: Paul Langerhans Institute Dresden of the Helmholtz Center Munich at the University Hospital Carl Gustav Carus of TU Dresden
country: Germany
name: Paul Langerhans Institute Dresden of the Helmholtz Center Munich at the University Hospital Carl Gustav Carus of TU Dresden , Dresden 01307, Germany
label: 3
institution: Max Planck Institute of Molecular Cell Biology and Genetics
country: Germany
name: Max Planck Institute of Molecular Cell Biology and Genetics , Dresden 01307, Germany
label: 4
institution: B CUBE-Center for Molecular Bioengineering
country: Germany
name: CUBE-Center for Molecular Bioengineering , TU Dresden 01307, Germany
label: 5
institution: Department of Computer Engineering, Abdullah Gül University
country: Turkey
name: Department of Computer Engineering, Abdullah Gül University , Kayseri 38030, Turkey
label: 6
institution: Department of Biostatistics, Trakya University
country: Turkey
name: Department of Biostatistics, Trakya University , Edirne 22030, Turkey
label: 7
institution: MRC Biostatistics Unit, University of Cambridge
country: UK
name: MRC Biostatistics Unit, University of Cambridge , CB2 0SR, UK
label: 8
institution: Department of Biostatistics, Erciyes University
country: Turkey
name: Department of Biostatistics, Erciyes University , Kayseri 38030, Turkey
Field: Biochemistry, Genetics and Molecular Biology
Document type: preprint
Year: 2018