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

BioAutoMATED: An end-to-end automated machine learning tool for explanation and design of biological sequences

Cell Systems(2023)10.1016/j.cels.2023.05.007Source: DataRank Database

BioAutoMATED: An end-to-end automated machine learning tool for explanation and design of biological sequences is a research paper published in Cell Systems (2023). On theSindex it has a DataRank of 0. It has been cited 42 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access42 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 (4 grants)OA: hybridTopics (8)IDs (PubMed)

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 (11)

Luis R. Soenksen ORCID,Katherine M. Collins ORCID,Pradeep Ramesh ORCID,George Cai,Rani K. Powers ORCID

Live enrichment

PubMed:37348466

National Institute of Allergy and Infectious Diseases

Grant: K25AI168451

Defense Threat Reduction Agency

Grant: HDTRA-12210032

Consejo Nacional de Ciencia y Tecnología

Grant: 2748460

Consejo Nacional de Ciencia y Tecnología

Grant: 342369 / 408970

hybridLicense: cc-by-nc-nd

publisherhttp://www.cell.com/article/S2405471223001515/pdf

publisherhttps://api.elsevier.com/content/article/PII:S2405471223001515?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2405471223001515?httpAccept=text/plain

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC10700034/pdf/nihms-1910746.pdf

Fields of Study

Machine LearningAlgorithms

MeSH Terms

Machine LearningAlgorithms

Keywords

architecture searchautomated machine learningbiological sequenceshyperparameter optimization