Florian Rohart

5.9k total citations · 2 hit papers
15 papers, 3.3k citations indexed

About

Florian Rohart is a scholar working on Molecular Biology, Statistics and Probability and Pathology and Forensic Medicine. According to data from OpenAlex, Florian Rohart has authored 15 papers receiving a total of 3.3k indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Molecular Biology, 3 papers in Statistics and Probability and 2 papers in Pathology and Forensic Medicine. Recurrent topics in Florian Rohart's work include Gene expression and cancer classification (4 papers), Metabolomics and Mass Spectrometry Studies (3 papers) and Molecular Biology Techniques and Applications (3 papers). Florian Rohart is often cited by papers focused on Gene expression and cancer classification (4 papers), Metabolomics and Mass Spectrometry Studies (3 papers) and Molecular Biology Techniques and Applications (3 papers). Florian Rohart collaborates with scholars based in Australia, France and Canada. Florian Rohart's co-authors include Kim‐Anh Lê Cao, Benoît Gautier, Amrit Singh, Michaël Vacher, Scott J. Tebbutt, Casey P. Shannon, Nicholas Matigian, Stéphanie Bougeard, Aïda Eslami and Othmar Korn and has published in prestigious journals such as Bioinformatics, Hepatology and Scientific Reports.

In The Last Decade

Florian Rohart

15 papers receiving 3.2k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

mixOmics: An R package for ‘omics feature selection and multiple data integration

2017 2.3k citations Florian Rohart, Benoît Gautier et al. PLoS Computational Biology profile →
DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays

2019 557 citations Amrit Singh, Casey P. Shannon et al. Bioinformatics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Florian Rohart Australia	10	1.8k	362	351	319	265	15	3.3k
Benoît Gautier France	19	2.0k 1.1×	395 1.1×	317 0.9×	311 1.0×	251 0.9×	33	3.5k
Amrit Singh Canada	13	1.7k 1.0×	459 1.3×	310 0.9×	309 1.0×	268 1.0×	46	3.4k
David Anderson de Lima Morais Canada	9	1.9k 1.1×	379 1.0×	224 0.6×	449 1.4×	245 0.9×	21	3.3k
Mohammad Tauqeer Alam United Kingdom	29	2.0k 1.1×	298 0.8×	299 0.9×	251 0.8×	245 0.9×	63	3.3k
Alexandra Sirota‐Madi United States	10	1.7k 1.0×	208 0.6×	308 0.9×	151 0.5×	249 0.9×	12	2.6k
Jérôme Mariette France	17	1.3k 0.8×	217 0.6×	238 0.7×	339 1.1×	229 0.9×	27	2.7k
Chih‐Yu Chen Taiwan	23	2.4k 1.3×	180 0.5×	512 1.5×	485 1.5×	344 1.3×	63	3.8k
Christopher J. Fields United States	25	2.1k 1.2×	352 1.0×	431 1.2×	469 1.5×	413 1.6×	58	3.5k
Miguel Pignatelli Spain	25	2.1k 1.2×	204 0.6×	590 1.7×	288 0.9×	294 1.1×	32	3.1k

Countries citing papers authored by Florian Rohart

Since Specialization

Citations

This map shows the geographic impact of Florian Rohart's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Florian Rohart with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Florian Rohart more than expected).

Fields of papers citing papers by Florian Rohart

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Florian Rohart. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Florian Rohart. The network helps show where Florian Rohart may publish in the future.

Co-authorship network of co-authors of Florian Rohart

This figure shows the co-authorship network connecting the top 25 collaborators of Florian Rohart. A scholar is included among the top collaborators of Florian Rohart based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Florian Rohart. Florian Rohart is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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15 of 15 papers shown

Sidorenko, Julia, Florian Rohart, Michael E. Goddard, et al.. (2021). Estimation of non-additive genetic variance in human complex traits from a large sample of unrelated individuals. The American Journal of Human Genetics. 108(5). 962–962. 5 indexed citations

Hivert, Valentin, Julia Sidorenko, Florian Rohart, et al.. (2021). Estimation of non-additive genetic variance in human complex traits from a large sample of unrelated individuals. The American Journal of Human Genetics. 108(5). 786–798. 64 indexed citations

Singh, Amrit, Casey P. Shannon, Benoît Gautier, et al.. (2019). DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays. Bioinformatics. 35(17). 3055–3062. 557 indexed citations breakdown →

Rohart, Florian, Aïda Eslami, Nicholas Matigian, Stéphanie Bougeard, & Kim‐Anh Lê Cao. (2017). MINT: a multivariate integrative method to identify reproducible molecular signatures across independent experiments and platforms. BMC Bioinformatics. 18(1). 128–128. 67 indexed citations

Rohart, Florian, Benoît Gautier, Amrit Singh, & Kim‐Anh Lê Cao. (2017). mixOmics: An R package for ‘omics feature selection and multiple data integration. PLoS Computational Biology. 13(11). e1005752–e1005752. 2305 indexed citations breakdown →

Désert, Romain, Florian Rohart, Frédéric Canal, et al.. (2017). Human hepatocellular carcinomas with a periportal phenotype have the lowest potential for early recurrence after curative resection. Hepatology. 66(5). 1502–1518. 96 indexed citations

Rohart, Florian, Elizabeth A. Mason, Nicholas Matigian, et al.. (2016). A molecular classification of human mesenchymal stromal cells. PeerJ. 4. e1845–e1845. 33 indexed citations

Liu, Chao, Florian Rohart, Peter T. Simpson, et al.. (2016). Integrating Multi-omics Data to Dissect Mechanisms of DNA repair Dysregulation in Breast Cancer. Scientific Reports. 6(1). 34000–34000. 8 indexed citations

Rohart, Florian, et al.. (2016). Disease surveillance based on Internet-based linear models: an Australian case study of previously unmodeled infection diseases. Scientific Reports. 6(1). 38522–38522. 21 indexed citations

10.

Rohart, Florian. (2016). Multiple Hypothesis Testing for Variable Selection. Australian & New Zealand Journal of Statistics. 58(2). 245–267. 4 indexed citations

11.

SanCristobal, Magali, Florian Rohart, Pascal G.P. Martin, et al.. (2015). Exploring transcriptomic diversity in muscle revealed that cellular signaling pathways mainly differentiate five Western porcine breeds. BMC Genomics. 16(1). 1055–1055. 7 indexed citations

12.

Cao, Kim‐Anh Lê, Florian Rohart, Leo McHugh, Othmar Korn, & Christine A. Wells. (2014). YuGene: A simple approach to scale gene expression data derived from different platforms for integrated analyses. Genomics. 103(4). 239–251. 49 indexed citations

13.

Rohart, Florian, et al.. (2014). Selection of fixed effects in high dimensional linear mixed models using a multicycle ECM algorithm. SPIRE - Sciences Po Institutional REpository. 8 indexed citations

14.

Rohart, Florian, et al.. (2014). Selection of fixed effects in high dimensional linear mixed models using a multicycle ECM algorithm. Computational Statistics & Data Analysis. 80. 209–222. 9 indexed citations

15.

Rohart, Florian, A. Paris, Béatrice Laurent, et al.. (2012). Phenotypic prediction based on metabolomic data for growing pigs from three main European breeds1. Journal of Animal Science. 90(13). 4729–4740. 31 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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