Gustavo Stolovitzky

Biochemistry, Genetics and Molecular BiologyEngineeringComputer 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 1%percentile

5.3Author DataRank

Indexed papers

4in 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 4 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 →

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

Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

Nature Communications(2019)10.1038/s41467-019-09799-2

Top 4%

5.0DataRank

Top 4%368 citations

Dennis Wang, Mike J. Mason, Bence Szalai, Krishna C. Bulusu, Yuanfang Guan +426 more

Papers

Driven by 33 papers — median percentile 24. Top paper: “Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen”.

Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

Nature Communications(2019)10.1038/s41467-019-09799-2

Top 4%

5.0DataRank

Top 4%368 citations

Dennis Wang, Mike J. Mason, Bence Szalai, Krishna C. Bulusu, Yuanfang Guan +426 more

Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis

Nature Communications(2016)10.1038/ncomms12460

N/A

3.8DataRank · unranked

87 citations

Fan Zhu, Javier García-García, Eli Stahl, Abhishek Pratap, Gaurav Pandey +108 more

Machine learning in rare disease

Nature Methods(2023)10.1038/s41592-023-01886-z

N/A

2.4DataRank · unranked

113 citations

Jaclyn N. Taroni, Robert J. Allaway, Deepashree Venkatesh Prasad, Gustavo Stolovitzky, Casey S. Greene +1 more

Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth

Cell Reports Medicine(2021)10.1016/j.xcrm.2021.100323

N/A

2.3DataRank · unranked

110 citations

Bálint Pataki, Roberto Romero, Marina Sirota, Yuanfang Guan, Rintu Kutum +13 more

GSVA: gene set variation analysis for microarray and RNA-Seq data

BMC Bioinformatics(2013)10.1186/1471-2105-14-7

N/A

1.5DataRank · unranked

16136 citations

Robert Castelo, Gustavo Stolovitzky, Sonja Hänzelmann

The transcriptomic response of cells to a drug combination is more than the sum of the responses to the monotherapies

eLife(2020)10.7554/elife.52707

N/A

1.4DataRank · unranked

41 citations

Mehmet Eren Ahsen, Thomas Schaffter, Xintong Chen, Ronald Realubit, Charles Karan +4 more

Wisdom of crowds for robust gene network inference

Nature Methods(2012)10.1038/nmeth.2016

N/A

1.1DataRank · unranked

1765 citations

Daniel Marbach, James C. Costello, Robert Küffner, Nicole M Vega, Robert J. Prill +5 more

Community Assessment of the Predictability of Cancer Protein and Phosphoprotein Levels from Genomics and Transcriptomics

Cell Systems(2020)10.1016/j.cels.2020.06.013

N/A

1.1DataRank · unranked

32 citations

Francesca Petralia, Zhi Li, Hongyang Li, Weiping Ma, Xiaoyu Song +87 more

Integrative Analysis Identifies Candidate Tumor Microenvironment and Intracellular Signaling Pathways that Define Tumor Heterogeneity in NF1

Genes(2020)10.3390/genes11020226

N/A

0.751DataRank · unranked

21 citations

Robert J. Allaway, Jaclyn N. Taroni, Aaron Baker, Xiaochun Zhang, Chang In Moon +7 more

A community challenge to evaluate RNA-seq, fusion detection, and isoform quantification methods for cancer discovery

Cell Systems(2021)10.1016/j.cels.2021.05.021

N/A

0.564DataRank · unranked

42 citations

David Haan, Kristen D. Dang, Kami Chiotti, Matthew Inkman, Andrew Lamb +32 more

Crowdsourced mapping extends the target space of kinase inhibitors

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2019.12.31.891812

N/A

0.552DataRank · unranked

11 citations

Balaguru Ravikumar, Robert J. Allaway, Sung‐Joon Park, Fang Wan, Olexandr Isayev +22 more

Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research

Cell Reports Medicine(2023)10.1016/j.xcrm.2023.101350

N/A

0.546DataRank · unranked

37 citations

Tomiko Oskotsky, Alice Tang, Alennie Roldan, Verena Chung, Connie Ha +56 more

A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis

JAMA Network Open(2022)10.1001/jamanetworkopen.2022.27423

N/A

0.489DataRank · unranked

25 citations

Thanh Minh Nguyen, Robert J. Allaway, Jelai Wang, Verena Chung, Thomas Yu +43 more

Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.06.05.130971

N/A

0.385DataRank · unranked

12 citations

Bálint Pataki, Roberto Romero, Marina Sirota, Yuanfang Guan, Rintu Kutum +13 more

Extracellular Vesicles Carry Distinct Proteo-Transcriptomic Signatures That are Different from Their Cancer Cell of Origin

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.09.20.460963

N/A

0.339DataRank · unranked

5 citations

Edgar Gonzalez‐Kozlova, Taliah Soleymani, Sabrina La Salvia, Natasha Kyprianou, Susmita Sahoo +5 more

A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis

medRxiv(2021)10.1101/2021.10.25.21265495

N/A

0.325DataRank · unranked

6 citations

Thanh Nguyen, Robert J. Allaway, Jelai Wang, Verena Chung, Thomas Yu +17 more

Placental epigenetic clocks derived from crowdsourcing: Implications for the study of accelerated aging in obstetrics

iScience(2025)10.1016/j.isci.2025.113181

Top 53%

0.324DataRank

Top 53%7 citations

Herdiantri Sufriyana, Roberto Romero, Tushar Patel, Fasil Tekola‐Ayele, Ibrahim Alsaggaf +15 more

Integrative analysis identifies candidate tumor microenvironment and intracellular signaling pathways that define tumor heterogeneity in NF1

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.01.13.904771

N/A

0.208DataRank · unranked

3 citations

Robert J. Allaway, Jaclyn N. Taroni, Aaron Baker, Xiaochun Zhang, Chang In Moon +7 more

Preface: RECOMB Systems Biology, Regulatory Genomics, and DREAM 2012 Special Issue

Journal of Computational Biology(2013)10.1089/cmb.2013.008p

N/A

0.176DataRank · unranked

1 citations

Sharon L. R. Kardia, Gustavo Stolovitzky, Andrea Califano

RECOMB/ISCB Systems Biology, Regulatory Genomics, and DREAM 2013 Special Issue

Journal of Computational Biology(2014)10.1089/cmb.2014.009p

N/A

0.165DataRank · unranked

2 citations

Sharon L. R. Kardia, Gustavo Stolovitzky, Andrea Califano

Erratum: Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis

Nature Communications(2016)10.1038/ncomms13205

N/A

0DataRank · unranked

0 citations

Fan Zhu, Javier García-García, Eli Stahl, Abhishek Pratap, Gaurav Pandey +113 more

Unannotated small RNA clusters associated with circulating extracellular vesicles detect early stage liver cancer

Gut(2021)10.1136/gutjnl-2021-325036

N/A

0DataRank · unranked

63 citations

Teresa García‐Lezana, Navneet Dogra, Edgar Gonzalez‐Kozlova, Mehmet Eren Ahsen, Amanda J. Craig +27 more

Intratumoral heterogeneity and clonal evolution in liver cancer

Nature Communications(2020)10.1038/s41467-019-14050-z

N/A

0DataRank · unranked

362 citations

Amanda J. Craig, Carlos Villacorta-Martín, Sebastião N. Martins-Filho, Nicholas K. Akers, Xintong Chen +23 more

Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease

UNC Libraries(2020)10.17615/ka8q-bk87

Top 100%

0DataRank

Top 100%0 citations

Corrado Priami, Jimit Doshi, Roland Krause, Kong, Dehan, Aristeidis Sotiras +95 more

Unannotated small RNA clusters in circulating extracellular vesicles detect early stage liver cancer

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.04.29.066183

N/A

0DataRank · unranked

3 citations

Teresa Garcia-Lezana, Navneet Dogra, Edgar Gonzalez‐Kozlova, Mehmet Eren Ahsen, Amanda J. Craig +27 more

Extracellular vesicles carry distinct proteo-transcriptomic signatures that are different from their cancer cell of origin

iScience(2022)10.1016/j.isci.2022.104414

N/A

0DataRank · unranked

48 citations

Edgar Gonzalez‐Kozlova, Taliah Soleymani, Sabrina La Salvia, Natasha Kyprianou, Susmita Sahoo +5 more

Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease

UNC Libraries(2020)10.17615/htpk-dq17

Top 100%

0DataRank

Top 100%0 citations

E.T. Merrill, Qilin Dong, Xia Shen, Laura Caberlotto, Arno Klein +95 more

Open Problems in Extracellular RNA Data Analysis: Insights From an ERCC Online Workshop

Frontiers in Genetics(2022)10.3389/fgene.2021.778416

N/A

0DataRank · unranked

3 citations

Robert R. Kitchen, Juan Pablo Tosar, Matthew E. Roth, Pieter Mestdagh, Klaas E.A. Max +14 more

Building Population Phenotypic Journeys from Laboratory Tests in Electronic Health Records for Translational Research

medRxiv(2022)10.1101/2022.10.10.22280880

N/A

0DataRank · unranked

0 citations

Kyeryoung Lee, Lan Jin, Zongzhi Liu, Lei Ai, Tomi Jun +8 more

Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data

Life Science Alliance(2020)10.26508/lsa.202000867

N/A

0DataRank · unranked

25 citations

Thin Nguyen, Buu Truong, Nikos Karaiskos, Mehmet Eren Ahsen, Xinyu Zhang +33 more

Extracellular vesicles, RNA sequencing, and bioinformatic analyses: Challenges, solutions, and recommendations

Journal of Extracellular Vesicles(2024)10.1002/jev2.70005

N/A

0DataRank · unranked

111 citations

Tzu-Yi Chen, Yohei Nose, Swapnil Tichkule, Briana Brown, John F. Fullard +12 more

Extracellular vesicles carry transcriptional ‘dark matter’ revealing tissue‐specific information

Journal of Extracellular Vesicles(2024)10.1002/jev2.12481

N/A

0DataRank · unranked

16 citations

Tzu-Yi Chen, Edgar Gonzalez‐Kozlova, Rebecca Miceli, Carlos Cordon‐Cardo, Ashutosh Tewari +3 more

Preface: RECOMB/ISCB Systems Biology, Regulatory Genomics, and DREAM 2014 Special Issue

Journal of Computational Biology(2015)10.1089/cmb.2015.020p

N/A

0DataRank · unranked

0 citations

Sharon L. R. Kardia, Gustavo Stolovitzky, Andrea Califano

Gustavo Stolovitzky

Indexed papers

Top data-sharing exemplar

Papers