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

Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Functional regression for SERS spectrum transformation across diverse instruments

The Analyst(2024)10.1039/d4an01177eSource: DataRank Database

Functional regression for SERS spectrum transformation across diverse instruments is a research paper published in The Analyst (2024). On theSindex it has a DataRank of 0. It has been cited 6 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access6 citations

Cite:

Linked data & code

doi

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (15 grants)Impact (FWCI 2.72)OA: hybridTopics (14)IDs (PubMed, PMC, OpenAlex)Annotations (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (8)

Yanjun Yang ORCID,Haoran Lu ORCID,J. J. Cui ORCID,Xianyan Chen ORCID,Ping Ma ORCID

Live enrichment

PubMed:39775385 PMC:PMC11707588 OpenAlex:https://openalex.org/W4405002445

National Institutes of Health

Grant: R01GM152814

National Science Foundation Graduate Research Fellowship Program

Grant: DMS-1903226

National Science Foundation Graduate Research Fellowship Program

Grant: DMS-1925066

National Science Foundation Graduate Research Fellowship Program

Grant: DMS-2124493

National Science Foundation Graduate Research Fellowship Program

Grant: DMS-2311297

National Science Foundation Graduate Research Fellowship Program

Grant: DMS-2318809

National Science Foundation Graduate Research Fellowship Program

Grant: DMS-2319279

National Institute of Food and Agriculture

Grant: 2023-67015-39237

National Institutes of Health

Grant: 1R01GM152814-01

Collaborative Research: DMS/NIGMS 2: Novel machine-learning framework for AFMscanner in DNA-protein interaction detection

National Science Foundation

Grant: 2124493

ATD: Inductive Spatiotemporal Graph Encoding for Interpretable and Transferable Deep Learning with Application in Human Dynamics

National Science Foundation

Grant: 1925066

ATD: Nonparametric Testing and Fast Computing Methods for Spatiotemporal Models with Applications to Threat Detection

National Science Foundation

Grant: 2318809

AMPS: Scalable Graph Models for Anomaly Detection in Large-Scale Smart Grids

National Science Foundation

Grant: 2311297

Novel Analytical and Computational Approaches for Fusion and Analysis of Multi-Level and Multi-Scale Networks Data

National Science Foundation

Grant: 2319279

ATD: Quantum algorithms for spatiotemporal models with applications to threat detection

National Science Foundation

Grant: 1903226

Collaborative Research: Novel Statistical Tools for Metagenomics and Metabolomics Data

FWCI

2.72

Citation Percentile

0.9%

Citation Trend

2025

2026

hybridLicense: cc-by-nc

journalhttps://pubs.rsc.org/en/content/articlepdf/2025/an/d4an01177e

publisherhttps://pubs.rsc.org/en/content/articlepdf/2025/an/d4an01177e

publisherhttp://pubs.rsc.org/en/content/articlepdf/2025/AN/D4AN01177E

journalhttps://doi.org/10.1039/d4an01177e

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39775385

Fields of Study

Spectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesGold and Silver Nanoparticles Synthesis and Applications01 natural sciences0104 chemical sciences

Keywords

Transformation (genetics)Spectrum (functional analysis)RegressionComputer scienceMathematicsStatisticsBiologyPhysicsChemistry