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

Machine learning guided structure function predictions enable in silico nanoparticle screening for polymeric gene delivery

Acta Biomaterialia(2022)10.1016/j.actbio.2022.09.072Source: DataRank Database

Machine learning guided structure function predictions enable in silico nanoparticle screening for polymeric gene delivery is a research paper published in Acta Biomaterialia (2022). On theSindex it has a DataRank of 0. It has been cited 56 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access56 citations

Download PDF

Cite:

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 (5 grants)Impact (FWCI 3.45)OA: greenTopics (26)IDs (PubMed, PMC, OpenAlex)SDGs (2)

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)

Elana Ben‐Akiva ORCID,Arshdeep Singh ORCID,Hannah M. Yamagata ORCID,Savannah Est‐Witte ORCID,Julie K. Shade ORCID

Live enrichment

PubMed:36206976 PMC:PMC11185862 OpenAlex:https://openalex.org/W4300981007

National Science Foundation

Grant: DGE-1746891

National Institutes of Health

Grant: P41EB028239

National Institutes of Health

Grant: R01CA228133

National Institutes of Health

Grant: R01EY031097

National Cancer Institute

Grant: F31CA250367

FWCI

3.45

Citation Percentile

0.9%

Citation Trend

2023

2024

2025

2026

greenLicense: http://www.elsevier.com/open-access/userlicense/1.0/

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/11185862

publisherhttps://api.elsevier.com/content/article/PII:S1742706122006444?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S1742706122006444?httpAccept=text/plain

journalhttps://doi.org/10.1016/j.actbio.2022.09.072

Fields of Study

RNA Interference and Gene DeliveryCell Image Analysis TechniquesAdvanced Electron Microscopy Techniques and Applications

MeSH Terms

Machine LearningBiocompatible MaterialsDNAPolymersTransfectionNanoparticles

Keywords

Materials scienceNanoparticleIn silicoGene deliveryNanotechnologyPolymerFunction (biology)Biomedical engineeringGenetic enhancementComposite materialEngineeringGeneBiologyLibraryMachine LearningComputationalPoly(beta-amino Ester)

Sustainable Development Goals

SDG 0: Life in LandSDG 0: Responsible consumption and production