PapersFlow for Health Sciences & Medicine Research
Conduct medical literature reviews with ICD-11 classification, systematic review workflows, clinical trial search via ClinicalTrials.gov, and statistical analysis in the Python sandbox — powered by Semantic Scholar and OpenAlex.
Search clinical literature via Semantic Scholar and OpenAlex, classify with ICD-11, run systematic review workflows, query ClinicalTrials.gov, and analyze data in Python — purpose-built for medical researchers.
Medical researchers must synthesize evidence across clinical trials, observational studies, and meta-analyses — each with different designs, endpoints, and reporting standards. A single clinical question might require searching PubMed, screening hundreds of abstracts, extracting outcome data, running meta-analytic statistics, and formatting results for a specific journal. The ICD-11 classification system adds another layer of complexity. Existing tools handle individual steps but none integrates the full clinical evidence workflow.
What You Can Do
- ICD-11 Classification (8 Tools)
- Systematic Review Workflow
- Clinical Statistics & Meta-Analysis
- Forest Plot Generation
Tools
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Frequently Asked Questions
- Can PapersFlow replace Covidence or Rayyan for systematic reviews?
- PapersFlow provides automated systematic review workflows with multi-database search, deduplication, and AI-assisted synthesis. For formal PRISMA-compliant dual-reviewer screening with conflict resolution logs, you may want to complement PapersFlow with Covidence or Rayyan.
- How does the ICD-11 classification work?
- PapersFlow provides 8 ICD-11 tools for searching codes, mapping between coding systems, and classifying conditions mentioned in papers. This helps standardize how you categorize study populations and outcomes across heterogeneous studies.
- Can I generate forest plots directly?
- Yes. You can generate forest plots in the Python sandbox using matplotlib. Input effect sizes and confidence intervals manually or let the AI extract them from papers, then produce publication-quality plots with heterogeneity statistics (I-squared, Q-test).
- Does it search ClinicalTrials.gov for ongoing trials?
- Yes. PapersFlow queries ClinicalTrials.gov alongside the academic literature. This helps you identify registered but unpublished trials, find studies with posted results, and assess the completeness of the published evidence base for your clinical question.