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

Robert J. Allaway

Sage Bionetworks

ORCID: 0000-0003-3573-3565
MedicineComputer ScienceBiochemistry, Genetics and Molecular Biology

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
0.729Author 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.

A Community Challenge for Pancancer Drug Mechanism of Action Inference from Perturbational Profile Data

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.12.21.423514
Top 32%
0.625DataRank
Top 32%20 citations

Robert J. Allaway, Bence Szalai, Wenyu Wang, Tingzhong Tian, Adrià Fernández‐Torras +23 more

Papers

Driven by 18 papers — median percentile 22. Top paper: “Machine learning in rare disease”.

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

Crowdsourced identification of multi-target kinase inhibitors for RET- and TAU- based disease: The Multi-Targeting Drug DREAM Challenge

PLoS Computational Biology(2021)10.1371/journal.pcbi.1009302
N/A
0.911DataRank · unranked
16 citations

Minji Jeon, Robert J. Allaway, Jaewoo Kang, Donghyeon Park, Jinhyuk Lee +17 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 for Pancancer Drug Mechanism of Action Inference from Perturbational Profile Data

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.12.21.423514
Top 32%
0.625DataRank
Top 32%20 citations

Robert J. Allaway, Bence Szalai, Wenyu Wang, Tingzhong Tian, Adrià Fernández‐Torras +23 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

A machine learning classifier trained on cancer transcriptomes detects NF1 inactivation signal in glioblastoma

BMC Genomics(2017)10.1186/s12864-017-3519-7
N/A
0.510DataRank · unranked
29 citations

Robert J. Allaway, Stephanie J. Bouley, Camilo E. Fadul, Casey S. Greene, Yolanda Sánchez +1 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

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
0.344DataRank · unranked
6 citations

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

A machine learning classifier trained on cancer transcriptomes detects NF1 inactivation signal in glioblastoma

bioRxiv (Cold Spring Harbor Laboratory)(2016)10.1101/075382
N/A
0.204DataRank · unranked
2 citations

Robert J. Allaway, Stephanie J. Bouley, Camilo E. Fadul, Casey S. Greene, Yolanda Sánchez +1 more

Data and analytical code for in vitro and PDX analysis

Zenodo (CERN European Organization for Nuclear Research)(2015)10.5281/zenodo.34430
Top 78%
0.104DataRank
Top 78%1 citations

Balint Z Kacsoh, Robert J. Allaway, Casey S. Greene

Chemical genetic screens reveal defective lysosomal trafficking as synthetic lethal with NF1 loss

Journal of Cell Science(2024)10.1242/jcs.262343
N/A
0DataRank · unranked
5 citations

Andrew V. Grassetti, Robert J. Allaway, Matthew Wood, Helen W. Hou, India R. Burdon Dasbach +7 more

Additional file 1: Table S1. of A machine learning classifier trained on cancer transcriptomes detects NF1 inactivation signal in glioblastoma

Figshare(2017)10.6084/m9.figshare.c.3684217_d4
Top 100%
0DataRank
Top 100%0 citations

Robert J. Allaway, Stephanie Bouley, Camilo E. Fadul, Yolanda Sánchez, Casey S. Greene +1 more

The NIH just released the Draft 2023-2028 Strategic Plan for Data Science. Here are the Benefits, Gaps and Opportunities

(2024)10.21428/4f83582b.282c1ddc
N/A
0DataRank · unranked
0 citations

Adam Taylor, Anna Greenwood, Jineta Banerjee, Solveig K. Sieberts, Jake Albrecht +3 more

Additional file 6: Table S2. of A machine learning classifier trained on cancer transcriptomes detects NF1 inactivation signal in glioblastoma

Figshare(2017)10.6084/m9.figshare.c.3684217_d6
N/A
0DataRank · unranked
0 citations

Robert J. Allaway, Stephanie Bouley, Camilo E. Fadul, Yolanda Sánchez, Casey S. Greene +1 more

Crowdsourced mapping of unexplored target space of kinase inhibitors

Nature Communications(2021)10.1038/s41467-021-23165-1
N/A
0DataRank · unranked
88 citations

Balaguru Ravikumar, Robert J. Allaway, Fang Wan, Sung‐Joon Park, Olexandr Isayev +94 more

A community challenge for a pancancer drug mechanism of action inference from perturbational profile data

Cell Reports Medicine(2022)10.1016/j.xcrm.2021.100492
N/A
0DataRank · unranked
69 citations

Robert J. Allaway, Bence Szalai, Wenyu Wang, Tingzhong Tian, Adrià Fernández‐Torras +23 more

COVID-19 in people with neurofibromatosis 1, neurofibromatosis 2, or schwannomatosis

medRxiv(2022)10.1101/2022.03.31.22273208
N/A
0DataRank · unranked
0 citations

Jan M. Friedman, Laura J. Klesse, Kaleb Yohay, Justin T. Jordan, Scott R. Plotkin +3 more