About SystematicReviewTools.app
Practical tools, templates, and workflows to make systematic reviews defensible, repeatable, and less painful.
PubMed-indexed publications
Updated automatically
Hospital evidence synthesis
VU Amsterdam
Search strategies built
Across major databases
Reviews supported
Research and clinical teams
Our Mission
To make rigorous evidence synthesis accessible: tools that help researchers run defensible, reproducible systematic reviews.
Founder profile

What I do differently
- Documentation-first design so decisions stay explainable.
- Human-in-the-loop AI that accelerates work without hiding judgment.
- Reproducibility by default with versioned search strategies and methods text.
Quick facts
- Focus
- Systematic reviews, search strategy, evidence synthesis, AI automation
- Consulting
- Founder, MedSearchSolution (2023 to present)
PubMed-indexed publications
updated automatically
Hospital evidence synthesis
VU Amsterdam
Search strategies built
multi-database
Reviews supported
teams and clinicians
Consulting
Freelance and consultancy work across hospitals, universities, and startups with a focus on search strategy, screening workflows, and audit-ready methods.
View Upwork profileTeaching
Udemy course "Complete Guide to Database Searching for Systematic Reviews" focused on PubMed mastery and systematic database searching.
- 4.5 course rating
- 202 learners
- Search strategy to PRISMA-ready outputs
Publications
PubMed-indexed work spanning evidence synthesis, clinical reviews, implementation research, and AI in healthcare.
64
PubMed-indexed publications
Updated 28 August 2026
Automatically refreshed
Latest publications
How do domain diversity and healthcare system assumptions shape implementation research? A systematic review of theories, models, and frameworks for health digitalization.
Vascular changes in hypertrophic cardiomyopathy.
Implications and risk of new versus persisting intraductal papillary mucinous neoplasms after pancreatic surgery: meta-analysis.
Response letter to the editor: efficacy of cervical physical therapy on pain sensitivity in patients with migraine compared to no treatment, sham treatment or usual medical care: a systematic review and meta-analysis.
Effectiveness of the Participatory Approach on Return-to-Work of Sick-Listed Workers: A Systematic Review and Meta-analysis.
Manually curated
Featured publications
A stable selection that reflects the breadth of work across systematic reviews, evidence synthesis, and applied AI in healthcare. It is edited separately from the automated latest list.
- Pharmacological prevention and treatment of opioid-induced constipation in cancer patients: A systematic review and meta-analysisCancer Treat Rev · 2024 Apr
- Outcomes of dermal substitutes in burns and burn scar reconstruction: A systematic review and meta-analysisWound Repair Regen · 2024 Nov-Dec
- Experimental Models of Hypertrophic Cardiomyopathy: A Systematic ReviewJACC Basic Transl Sci · 2025 Apr
- Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature reviewFront Med (Lausanne) · 2023
- Artificial Intelligence in Bariatric Surgery: Current Status and Future PerspectivesObes Surg · 2022 Aug
Publication metadata is provided by PubMed, a service of the U.S. National Library of Medicine and the National Center for Biotechnology Information. Titles link to the source record. NCBI disclaimer and copyright notice.
The ecosystem
SystematicReviewTools.app is the front door and workflow foundation. The apps below are specialized engines for specific stages.
SystematicReviewTools.app
Templates, guides, and workflow foundations for defensible reviews.
Stage: Planning to reporting
Best for: Researchers who need structure fast.
Study-Screener.com
A screening workspace with consistency, reasons, and progress tracking.
Stage: Title/abstract and full-text screening
Best for: Teams screening at scale.
EvidenceTableBuilder.com
Extract study characteristics and outcomes into structured tables.
Stage: Data extraction and tables
Best for: Reviewers building publishable evidence tables.
AI-SystematicReview.com
Orchestrates the full workflow with traceable reasoning.
Stage: End-to-end orchestration
Best for: Organizations running reviews as a system.
Why I built this
Systematic reviews are rigorous by design, but the day-to-day work is messy. Time pressure, inconsistent decisions, and documentation debt can turn good methods into fragile workflows.
While embedded with research groups in Amsterdam, I saw the same failure modes repeat: search logic lost over time, screening decisions that could not be reconstructed, and brittle handoffs between tools.
SystematicReviewTools.app exists to support judgment, reduce cognitive load, and preserve traceability so your review stays defensible long after the sprint ends.
Common failure modes
- Decision rationale disappears over time.
- Teams lose consistency across reviewers.
- Tooling is fragmented and handoffs are brittle.
- AI can help, but not if it breaks auditability.
What you will find here
SystematicReviewTools.app is the front door: a toolkit hub that connects planning, searching, screening, extraction, and reporting into a coherent workflow.
Templates and checklists
Protocol planning and PRISMA-aligned documentation.
- Protocol scaffolds
- PRISMA-ready checklists
- Methods text templates
Search strategy utilities
Building blocks, translation guidance, and database logic.
- Search block library
- Translation guidance
- Database coverage insights
Workflow guides
Screening, extraction, QA, and reporting guidance.
- Screening criteria and rationale
- Extraction schemas and QA
- Reporting checklists
How you can work with me
Use the free toolkit
Start with templates, checklists, and guides to structure your review.
Best for: Researchers setting up a defensible workflow.
- Protocol plan
- Workflow checklists
- Methods scaffolds
Use the apps
Move faster with specialized engines for screening and extraction.
Best for: Teams with volume and time pressure.
- Screening workspace
- Extraction tables
- Audit trail outputs
Hire consulting
Work directly with me for search strategy and review workflows.
Best for: Clinical teams, universities, and startups.
- Search strategy design
- Reproducible methods text
- Workflow setup
FAQ
Is SystematicReviewTools.app free?▼
Do you follow PRISMA and Cochrane guidance?▼
Can I use this for scoping reviews, guidelines, CER, or HTA?▼
What databases do you support?▼
How do you think about AI reliability?▼
Do you store PDFs or sensitive data?▼
What is the difference between SRT and the other tools?▼
Make your review easier.
Start with the toolkit, or jump into screening and extraction when you are ready to move fast.