Publications: Dr Valentin Danchev

Stoudt S, Jernite Y, Marshall B, Marwick B, Sharan M, Whitaker K, Danchev V ( 2024 ) . Ten simple rules for building and maintaining a responsible data science workflow . PLOS Computational Biology vol. 20 , ( 7 )

Danchev V ( 2022 ) . Reproducible Data Science with Python: An Open Learning Resource . Journal of Open Source Education vol. 5 , ( 56 )

Jernite Y, Nguyen H, Biderman S, Rogers A, Masoud M, Danchev V, Tan S, Luccioni AS et al. ( 2022 ) . Data Governance in the Age of Large-Scale Data-Driven Language Technology . Conference: 2022 ACM Conference on Fairness, Accountability, and Transparency2206 - 2222 .

Danchev V, Porter M ( 2021 ) . Migration networks: applications of network analysis to macroscale migration patterns . Research Handbook on International Migration and Digital Technology , Editors: McAuliffe, M , Edward Elgar Publishing

Naudet F, Siebert M, Pellen C, Gaba J, Axfors C, Cristea I, Danchev V, Mansmann U et al. ( 2021 ) . Medical journal requirements for clinical trial data sharing: Ripe for improvement . PLOS Medicine vol. 18 , ( 10 )

Danchev V, Min Y, Borghi J, Baiocchi M, Ioannidis JPA ( 2021 ) . Evaluation of Data Sharing After Implementation of the International Committee of Medical Journal Editors Data Sharing Statement Requirement . JAMA Network Open vol. 4 , ( 1 )

Janiaud P, Axfors C, Hooft JV, Saccilotto R, Agarwal A, Appenzeller-Herzog C, Contopoulos-Ioannidis DG, Danchev V et al. ( 2020 ) . The worldwide clinical trial research response to the COVID-19 pandemic - the first 100 days . F1000Research vol. 9 ,

Hardwicke TE, Serghiou S, Janiaud P, Danchev V, Crüwell S, Goodman SN, Ioannidis JPA ( 2019 ) . Calibrating the Scientific Ecosystem Through Meta-Research . Annual Review of Statistics and Its Application vol. 7 , ( 1 ) 1 - 27 .

Danchev V, Rzhetsky A, Evans JA ( 2019 ) . Centralized scientific communities are less likely to generate replicable results . eLife vol. 8 ,

Danchev V, Porter MA ( 2018 ) . Neither global nor local: Heterogeneous connectivity in spatial network structures of world migration . Social Networks vol. 53 , 4 - 19 .