Asclevor for Researchers
Find the cases your literature search missed.
Semantic retrieval surfaces clinically similar published cases that keyword search cannot see — and the API brings the same retrieval into your research workflows.
- 0.93
Progressive exertional dyspnea and bilateral lower-extremity edema in a 58-year-old man
Journal of Medical Case Reports · 2019 · PMID 31784915
A 58-year-old man presented with progressive exertional dyspnea and swelling of both ankles, symptoms that had worsened over several months…
- 0.86
Exertional dyspnea with preserved ejection fraction: a case-based diagnostic workup
European Heart Journal - Case Reports · 2021 · PMID 33748325
Dyspnea on exertion is a common presenting symptom. We describe a structured workup of exertional dyspnea in the setting of a preserved ejection fraction…
- 0.74
Natriuretic peptide-guided evaluation of chronic dyspnea in an older adult
BMJ Case Reports · 2020 · PMID 32409471
Chronic dyspnea in older adults spans cardiac, pulmonary, and anemic etiologies. Natriuretic peptide measurement narrowed the differential early…
Literature discovery is still a string-matching problem.
Research questions are conceptual. The literature answering them is written in a dozen vocabularies. Between the two sits slow, manual screening.
- Synonym drift
- The same syndrome appears under different terms across decades, journals, and indexing conventions.
- Buried case reports
- Case reports carry the clinical detail — and are the hardest document type to retrieve reliably.
- Manual screening
- Reviewing titles and abstracts by hand is slow, repetitive, and easy to get wrong at the edges.
- Rigid tooling
- Databases return lists, not meaning. Building on them usually means scraping and cleaning.
How Asclevor helps
Retrieval that works at the speed of a research question.
Semantic retrieval
Embedding-based matching follows meaning across terminologies and decades of wording.
Case-level granularity
Retrieve individual published patient cases — not just papers that mention a topic.
Verifiable results
Similarity scores and PMIDs on every result, ready for citation and screening.
Programmatic access
The same retrieval through a REST API for pipelines, corpora, and prototypes.
Use cases
From hypothesis to comparable literature.
Reviews
Literature discovery
Open a review with the cases that matter — retrieved by meaning, not by keyword luck.
Exploration
Hypothesis generation
See how a presentation has played out across etiologies, populations, and courses.
Pipelines
Research tooling
Feed retrieval into scripts, notebooks, and internal tools through the API.
Teaching
Journal clubs & seminars
Assemble comparable cases for teaching — with transparent ranking and sources.
Asclevor supports knowledge discovery. It does not diagnose, recommend treatment, or replace clinical judgment.
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