🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Luís M. Rocha

Binghamton University

ORCID: 0000-0001-9402-887X

Also affiliated with Universidade Católica Portuguesa

Biochemistry, Genetics and Molecular BiologyPhysics and AstronomyComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 4%percentile
0.688Author DataRank

Indexed papers

3in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Translational drug–interaction corpus

Database(2022)10.1093/database/baac031
Top 42%
0.444DataRank
Top 42%8 citations

Heng‐Yi Wu, Lei Wang, Gongbo Zhang, Luís M. Rocha, Hagit Shatkay +2 more

Papers

Driven by 24 papers — median percentile 40. Top paper: “Models of Cell Processes are Far from the Edge of Chaos”.

Models of Cell Processes are Far from the Edge of Chaos

PRX Life(2023)10.1103/prxlife.1.023009
N/A
0.505DataRank · unranked
28 citations

Felipe Xavier Costa, Luís M. Rocha, Réka Albert, Jordan C. Rozum, Kyu Hyong Park

The conserved genetic program of male germ cells uncovers ancient regulators of human spermatogenesis

eLife(2024)10.7554/elife.95774
N/A
0.451DataRank · unranked
14 citations

Joana M. Almeida, Margot J. Wyrwoll, Irene Julca, Daniel Sobral, Chandra Shekhar Misra +17 more

Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs

PLoS Computational Biology(2023)10.1371/journal.pcbi.1010854
N/A
0.449DataRank · unranked
19 citations

Alain Barrat, Luís M. Rocha, Rion Brattig Correia

Translational drug–interaction corpus

Database(2022)10.1093/database/baac031
Top 42%
0.444DataRank
Top 42%8 citations

Heng‐Yi Wu, Lei Wang, Gongbo Zhang, Luís M. Rocha, Hagit Shatkay +2 more

myAURA : a personalized health library for epilepsy management via knowledge graph sparsification and visualization

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf012
Top 60%
0.244DataRank
Top 60%4 citations

Jordan C. Rozum, Leonard E. Cross, Jack Felag, Michael Gallant, Ziqi Guo +10 more

Small cohort of patients with epilepsy showed increased activity on Facebook before sudden unexpected death

Epilepsy & Behavior(2022)10.1016/j.yebeh.2022.108580
N/A
0DataRank · unranked
7 citations

Rion Brattig Correia, Wendy R. Miller, Luís M. Rocha, Ian B. Wood

Effective Connectivity and Bias Entropy Improve Prediction of Dynamical Regime in Automata Networks

Entropy(2023)10.3390/e25020374
N/A
0DataRank · unranked
12 citations

Jordan C. Rozum, Austin M. Marcus, Luís M. Rocha, Felipe Xavier Costa

Understanding Contexts and Challenges of Information Management for Epilepsy Care

PubMed(2023)10.1145/3544548.3580949
N/A
0DataRank · unranked
14 citations

Wendy R. Miller, Luís M. Rocha, Katy Börner, Rion Brattig Correia, Patrick C. Shih +1 more

Robustness of biomolecular networks suggests functional modules far from the edge of chaos

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.06.30.547297
N/A
0DataRank · unranked
2 citations

Felipe Xavier Costa, Luís M. Rocha, Réka Albert, Jordan C. Rozum, Kyu Hyong Park

Quantifying edge relevance for epidemic spreading via the semi-metric topology of complex networks

arXiv (Cornell University)(2023)10.48550/arxiv.2311.14817
N/A
0DataRank · unranked
2 citations

Felipe Xavier Costa, Luís M. Rocha, David Soriano Paños

Prevalence and differences in the co-administration of drugs known to interact: an analysis of three distinct and large populations

BMC Medicine(2024)10.1186/s12916-024-03384-1
N/A
0DataRank · unranked
19 citations

Rion Brattig Correia, Marta Camacho‐Artacho, Rosalba Lepore, Mauro Marcelo Mattos, Luís M. Rocha +2 more

The ultrametric backbone is the union of all minimum spanning forests

Journal of Physics Complexity(2024)10.1088/2632-072x/ad679e
N/A
0DataRank · unranked
1 citations

Luís M. Rocha, Jordan C. Rozum

The ultrametric backbone is the union of all minimum spanning forests

arXiv (Cornell University)(2024)10.48550/arxiv.2403.12705
N/A
0DataRank · unranked
0 citations

Luís M. Rocha, Jordan C. Rozum

myAURA: Personalized health library for epilepsy management via knowledge graph sparsification and visualization

arXiv (Cornell University)(2024)10.48550/arxiv.2405.05229
Top 100%
0DataRank
Top 100%0 citations

Jordan C. Rozum, Leonard E. Cross, Jack Felag, Michael Gallant, Ziqi Guo +8 more

The conserved genetic program of male germ cells uncovers ancient regulators of human spermatogenesis

eLife(2024)10.7554/elife.95774.3
N/A
0DataRank · unranked
0 citations

Joana M. Almeida, Margot J. Wyrwoll, Irene Julca, Daniel Sobral, Chandra Shekhar Misra +17 more

Challenges and opportunities for digital twins in precision medicine from a complex systems perspective

npj Digital Medicine(2025)10.1038/s41746-024-01402-3
N/A
0DataRank · unranked
107 citations

Luca Allegri, Guido Caldarelli, Valeria d’Andrea, Barbara Di Camillo, Luís M. Rocha +4 more

Sex-specific transcriptome similarity networks elucidate comorbidity relationships

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.01.22.634077
N/A
0DataRank · unranked
0 citations

Maria Flores-Rodero, Felipe Xavier Costa, José Carbonell‐Caballero, Iker Núñez‐Carpintero, Rafael Tabarés‐Seisdedos +4 more

Focused digital cohort selection from social media using the metric backbone of biomedical knowledge graphs

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104847
N/A
0DataRank · unranked
0 citations

Jack Felag, Jordan C. Rozum, Rion Brattig Correia, Xuan Wang, Luís M. Rocha +1 more

The effective graph reveals redundancy, canalization, and control pathways in biochemical regulation and signaling

Proceedings of the National Academy of Sciences(2021)10.1073/pnas.2022598118
N/A
0DataRank · unranked
81 citations

Rion Brattig Correia, Xuan Wang, Luís M. Rocha, Alexander J. Gates

Quantifying edge relevance for epidemic spreading via the semi-metric topology of complex networks

Journal of Physics Complexity(2025)10.1088/2632-072x/adf2ed
N/A
0DataRank · unranked
0 citations

Felipe Xavier Costa, Luís M. Rocha, David Soriano‐Paños

Just In Time

Proceedings of the ACM on Human-Computer Interaction(2021)10.1145/3449187
N/A
0DataRank · unranked
14 citations

Wendy R. Miller, Luís M. Rocha, Katy Börner, Rion Brattig Correia, Patrick C. Shih +1 more

The distance backbone of complex networks

Journal of Complex Networks(2021)10.1093/comnet/cnab021
N/A
0DataRank · unranked
2 citations

Rion Brattig Correia, Luís M. Rocha, Tiago Simas

Influence maximization in Boolean networks

Nature Communications(2022)10.1038/s41467-022-31066-0
N/A
0DataRank · unranked
21 citations

Luís M. Rocha, Filippo Radicchi, Thomas Parmer

On the feasibility of dynamical analysis of network models of biochemical regulation

Bioinformatics(2022)10.1093/bioinformatics/btac360
N/A
0DataRank · unranked
9 citations

Luís M. Rocha