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

Robert A. Lustig

University of California, San Francisco

ORCID: 0000-0003-0633-3802

Also affiliated with Hospital of the University of Pennsylvania, University of Pennsylvania

MedicinePhysics and Astronomy

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
6.4Author 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.

The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics

Scientific Data(2022)10.1038/s41597-022-01560-7
Top 5%
4.1DataRank
Top 5%172 citations

Chiharu Sako, Hamed Akbari, Michel Bilello, Aristeidis Sotiras, Gaurav Shukla +27 more

Papers

Driven by 9 papers — median percentile 83. Top paper: “The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics”.

The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics

Scientific Data(2022)10.1038/s41597-022-01560-7
Top 5%
4.1DataRank
Top 5%172 citations

Chiharu Sako, Hamed Akbari, Michel Bilello, Aristeidis Sotiras, Gaurav Shukla +27 more

AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium

Neuro-Oncology(2020)10.1093/neuonc/noaa045
Top 17%
1.2DataRank
Top 17%59 citations

Jill S. Barnholtz‐Sloan, Spyridon Bakas, Rivka R. Colen, Abhishek Mahajan, Carmen Balañá +27 more

Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma

JCO Clinical Cancer Informatics(2020)10.1200/cci.19.00121
Top 19%
1.1DataRank
Top 19%41 citations

Hamed Akbari, Garima Shukla, Chaitra Badve, Jeffrey D. Rudie, Chiharu Sako +17 more

Histopathology‐validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo‐progression in glioblastoma

Cancer(2020)10.1002/cncr.32790
N/A
0.683DataRank · unranked
94 citations

Saima Rathore, Spyridon Bakas, MacLean P. Nasrallah, Gaurav Shukla, Elizabeth Mamourian +15 more

Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma

Scientific Reports(2022)10.1038/s41598-022-12699-z
N/A
0.675DataRank · unranked
89 citations

Sanjay Saxena, Erik Toorens, Danni Tu, Vishnu Bashyam, Hamed Akbari +17 more

Association of partial T2-FLAIR mismatch sign and isocitrate dehydrogenase mutation in WHO grade 4 gliomas: results from the ReSPOND consortium

Neuroradiology(2023)10.1007/s00234-023-03196-9
N/A
0.489DataRank · unranked
25 citations

Sohil H. Patel, Suyash Mohan, Hamed Akbari, Spyridon Bakas, MacLean P. Nasrallah +79 more

Leukocyte telomere length change in children with obesity in the context of an isocaloric fructose restriction intervention

Diabetology & Metabolic Syndrome(2025)10.1186/s13098-025-01611-0
N/A
0.104DataRank · unranked
1 citations

Elissa S. Epel, Jue Lin, Viva Tai, Jean-Marc Schwarz, Susan M. Noworolski +5 more

Integrating imaging and genomic data for the discovery of distinct glioblastoma subtypes: a joint learning approach

Scientific Reports(2024)10.1038/s41598-024-55072-y
N/A
0DataRank · unranked
26 citations

Anahita Fathi Kazerooni, Erik Toorens, Hamed Akbari, Fanyang Yu, Chiharu Sako +15 more

Machine learning-based prognostic subgrouping of glioblastoma: A multicenter study

Neuro-Oncology(2024)10.1093/neuonc/noae260
N/A
0DataRank · unranked
12 citations

Spyridon Bakas, Chiharu Sako, Anahita Fathi Kazerooni, Javier Villanueva-Meyer, José García +83 more