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

Liguo Wang

Brookhaven National Laboratory

ORCID: 0000-0002-7095-5983

Also affiliated with Jiangxi Agricultural University

Biochemistry, Genetics and Molecular BiologyMaterials ScienceVeterinaryComputer 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
6.1Author DataRank

Indexed papers

5in 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 5 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.

CATMoS: Collaborative Acute Toxicity Modeling Suite

Environmental Health Perspectives(2021)10.1289/ehp8495
Top 4%
4.9DataRank
Top 4%142 citations

Agnes L. Karmaus, Jeremy Fitzpatrick, Grace Patlewicz, Prachi Pradeep, Domenico Alberga +95 more

Papers

Driven by 12 papers — median percentile 52. Top paper: “CATMoS: Collaborative Acute Toxicity Modeling Suite”.

CATMoS: Collaborative Acute Toxicity Modeling Suite

Environmental Health Perspectives(2021)10.1289/ehp8495
Top 4%
4.9DataRank
Top 4%142 citations

Agnes L. Karmaus, Jeremy Fitzpatrick, Grace Patlewicz, Prachi Pradeep, Domenico Alberga +95 more

Cryo2StructData: A Large Labeled Cryo-EM Density Map Dataset for AI-based Modeling of Protein Structures

Scientific Data(2024)10.1038/s41597-024-03299-9
Top 34%
0.571DataRank
Top 34%19 citations

Liguo Wang, Jianlin Cheng, Nabin Giri

Outcomes of the 2019 EMDataResource model challenge: validation of cryo-EM models at near-atomic resolution

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.06.12.147033
Top 48%
0.375DataRank
Top 48%7 citations

Andriy Kryshtafovych, Paul D. Adams, Pavel V. Afonine, Matthew L. Baker, Benjamin A. Barad +49 more

Cryo2StructData: A Large Labeled Cryo-EM Density Map Dataset for AI-based Modeling of Protein Structures

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.06.14.545024
Top 67%
0.171DataRank
Top 67%2 citations

Liguo Wang, Jianlin Cheng, Nabin Giri

A labeled dataset for AI-based cryo-EM map enhancement

Computational and Structural Biotechnology Journal(2025)10.1016/j.csbj.2025.06.041
Top 78%
0.104DataRank
Top 78%1 citations

Xiao Chen, Liguo Wang, Jianlin Cheng, Nabin Giri

CryoTransformer: A Transformer Model for Picking Protein Particles from Cryo-EM Micrographs

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.10.19.563155
N/A
0DataRank · unranked
8 citations

Rajan Gyawali, Liguo Wang, Jianlin Cheng, Ashwin Dhakal

Accurate cryo-EM protein particle picking by integrating the foundational AI image segmentation model and specialized U-Net

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.10.02.560572
N/A
0DataRank · unranked
11 citations

Ashwin Dhakal, Liguo Wang, Jianlin Cheng, Rajan Gyawali

CryoTransformer: a transformer model for picking protein particles from cryo-EM micrographs

Bioinformatics(2024)10.1093/bioinformatics/btae109
N/A
0DataRank · unranked
42 citations

Rajan Gyawali, Liguo Wang, Jianlin Cheng, Ashwin Dhakal

CryoSegNet: accurate cryo-EM protein particle picking by integrating the foundational AI image segmentation model and attention-gated U-Net

Briefings in Bioinformatics(2024)10.1093/bib/bbae282
N/A
0DataRank · unranked
40 citations

Ashwin Dhakal, Liguo Wang, Jianlin Cheng, Rajan Gyawali

Artificial intelligence in cryo-EM protein particle picking: recent advances and remaining challenges

Briefings in Bioinformatics(2024)10.1093/bib/bbaf011
N/A
0DataRank · unranked
28 citations

Rajan Gyawali, Liguo Wang, Jianlin Cheng, Ashwin Dhakal

Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge

Nature Methods(2021)10.1038/s41592-020-01051-w
N/A
0DataRank · unranked
119 citations

Andriy Kryshtafovych, Paul D. Adams, Pavel V. Afonine, Matthew L. Baker, Benjamin A. Barad +49 more

Deep Learning to Predict Protein Backbone Structure from High-Resolution Cryo-EM Density Maps

Scientific Reports(2020)10.1038/s41598-020-60598-y
N/A
0DataRank · unranked
110 citations

Spencer A. Moritz, Jonas Pfab, Jie Hou, Renzhi Cao, Liguo Wang +3 more