Multi-Database Search & Metadata Enrichment Layer

A Natural Companion to Traditional Literature Search

Keep your existing search habits in PubMed or Scopus. Lumina runs a parallel sweep across 6 major academic databases, merging duplicate citations and filling in missing DOIs or abstracts via CrossRef.

PubMed CrossRef Europe PMC OpenAlex Semantic Scholar Unpaywall

Test a Multi-Database Search Query

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Built for Systematic Review Workflows

Keep Your Preferred Databases — Use Lumina as a Safety Net

Most literature reviews rely on traditional searches in PubMed, Scopus, or Web of Science. However, individual database exports can suffer from missing DOIs, incomplete abstracts, or indexing lags. Lumina acts as a supplementary layer to verify metadata and catch missing references.

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6-Source Parallel Sweep

Queries PubMed, CrossRef, Europe PMC, OpenAlex, Semantic Scholar, and Unpaywall in a single operation.

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CrossRef Metadata Completion

Fills in missing publication details, DOIs, and abstracts by cross-referencing CrossRef records.

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Comprehensive Record Sets

Provides reassurance that no relevant study was left out due to broken metadata or database-specific gaps.

Supported Databases & Metadata Services

Integrating major biomedical, life science, and general academic indexing systems

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PubMed

Biomedical

MEDLINE Indexing

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CrossRef

DOI Registry

Publisher Metadata

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Europe PMC

Life Sciences

Open Access Articles

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OpenAlex

Global Index

250M+ Records

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Semantic Scholar

AI Literature

Scientific Corpus

How Lumina Enhances Literature Search

Designed to work alongside your standard RIS files and database exports.

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Unified Search Interface

Enter your search terms once to retrieve citations across multiple sources simultaneously.

Single Search Interface
02

Automated Deduplication

Cross-references DOIs and titles across sources to merge identical papers before screening begins.

Automatic Duplicate Merging
03

CrossRef Enrichment

Fills in missing abstracts, volume numbers, and DOIs using publisher records from CrossRef.

CrossRef Metadata Repair
04

Direct to Screening

Import clean citation sets directly into Lumina's title/abstract screening workspace.

Ready for Screening

Frequently Asked Questions

Should I replace my traditional PubMed/Scopus searches with Lumina?

No. Lumina is designed to complement your existing literature search. You can import your standard RIS files from Scopus or PubMed, and use Lumina to enrich metadata and run a supplementary search to ensure thorough coverage.

How does CrossRef metadata enrichment work?

When citations are imported or retrieved, Lumina queries CrossRef APIs to verify DOIs, repair incomplete author/journal metadata, fill missing abstracts, and append OpenAccess links via Unpaywall.

How does automated deduplication work across databases?

When querying multiple databases, identical citations frequently appear. Lumina cross-references DOIs, titles, and publication dates to merge duplicate entries before screening begins.