Clinical Evidence · MDR · IVDR · SaMD

As the named methodologist, I build the literature and statistical core of your clinical evaluation file.

Biomedical engineer (BME MSc); has built and peer-reviewed a medical-AI device and led four PROSPERO-registered systematic reviews. CER literature route and appraisal, PMCF and IVDR performance statistics, standalone SaMD validation; for TITCK, EU-MDR and FDA files.

The regulatory firm builds the file, the engineer builds the product. I build the evidence layer in between. For RA consultancies and CROs I deliver that same layer under your brand, as a subcontractor.

Who It Is For

Medical device manufacturer

The part of your MDR or IVDR file that gets stuck at the Notified Body: CER literature route, appraisal, equivalence, PMCF sample size, performance-study statistics. Dental, cardiovascular, wound care, IVD, electromedical; not the therapeutic area where I develop my own product.

RA consultancy and CRO

The file and the client relationship stay with you; I deliver the literature and statistical core to your template and under your brand, fixed scope, under NDA. I also work as second assessor and as named biostatistician; not as principal investigator.

SaMD and medical-AI startup

Standalone validation design, locked SAP, reader study and external validation before the first submission. Starts with a validation-readiness review, then a fixed-scope package.

Founder Experience

A medical-AI device was developed and published in an international peer-reviewed journal; the method and regulatory discipline transfer independently of the modality.

Engineering and Methodology

The profile MEDDEV 2.7/1 Rev 4 looks for in a named clinical evaluator: relevant biomedical / biostatistics competence and proven methodology experience. Four PROSPERO-registered systematic reviews (2026, accepted or in press): the method behind the CER literature route.

Evidence Method

MEDDEV 2.7/1 literature route and Appendix A6 appraisal, MDCG 2020-5 equivalence, PMCF and IVDR sample size and statistics; for SaMD, TRIPOD-AI, PROBAST-AI and MRMC reader studies.

Regulatory Awareness

Evidence framed to the statistical requirements of the TITCK Medical Device Regulation (the EU-MDR transposition; Rule 11, MDCG 2019-11 / 2020-1), EU-MDR, IVDR, and FDA AI/ML guidance.

Services

A featured service, a solid core.

Each service is delivered as a fixed-scope package. Scope and budget are clarified in the free scoping call.

Featured · C1

CER Literature and Statistical Core

3-6 weeks

I write the part of the clinical evaluation report a Notified Body questions most: the MEDDEV 2.7/1 Rev 4 literature route, the appraisal scheme, the clinical rows of the equivalence table and the clinical-data statistics section. Not the QMS / technical-file stack, but the scientific core of the evidence. Direct to manufacturers; white-label, as a subcontractor, for RA consultancies.

  • ·Search protocol, two separate searches (device + state of the art), PRISMA 2020 flow and exclusion list
  • ·MEDDEV Appendix A6 appraisal scheme (D1-D9), dual assessment, evidence table
  • ·Equivalence (MDCG 2020-5) clinical rows and literature synthesis
  • ·Clinical-data / performance statistics section, state-of-the-art comparison, bridging of evidence gaps to PMCF

Budget

Scoped on a call

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C2

PMCF, IVDR and Real-World Evidence Statistics

2-6 weeks

Sample-size rationale and analysis plan of the PMCF plan (MDCG 2020-7), the statistical section of the PMCF evaluation report (MDCG 2020-8), IVDR clinical performance study design and the statistics of the performance evaluation report (Annex XIII, MDCG 2022-2), protocol + SAP for registry and real-world data. Not data collection or site conduct; the design and statistics layer.

  • ·Protocol design: endpoints, reference standard and thresholds locked before the data is seen
  • ·PMCF sample-size rationale: precision-based n, rule of three, survival endpoints
  • ·IVDR: separate samples for sensitivity and specificity, reference standard, lower-confidence-bound acceptance criteria
  • ·RWE / registry study design, SAP, confounding and bias strategy
  • ·Linking acceptance criteria to CER claims and ISO 14971 residual risks

Budget

Scoped on a call

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C3

AI / SaMD Clinical-Validation Study

3-8 weeks

As the named methodologist I design the standalone clinical-validation study at the core of your artificial intelligence medical device (SaMD) regulatory file and run its statistics (the statistical-methodological core; the clinical evaluation is co-signed with your clinical evaluator / physician). For the core of TITCK, EU-MDR, and FDA files.

  • ·Study design + statistical analysis plan (SAP)
  • ·Standalone performance: AUC-ROC, calibration, decision-curve, MRMC reader study
  • ·Sample size / power, subgroup, and bias / representativeness analysis (TRIPOD-AI / FDA)
  • ·Independent test-split and external-validation cohort design

Budget

Scoped on a call

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C4

CROs and RA Consultancies: Subcontract Biostatistics

Flexible

I provide CRO, RA-consultancy and sponsor teams with the clinical-study biostatistics and artificial-intelligence-validation depth your team is missing; delivered under your brand. Not a competitor, but an expert layer sold into the team.

  • ·SAP, sample size, randomization, endpoint methodology
  • ·Statistical report / TLF design consulting
  • ·Method depth in AI / diagnostic-accuracy studies
  • ·Named biostatistician (not PI / coordinator)

Budget

Scoped on a call

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Entry Point

Validation-Readiness Review

A fast, fixed-scope scan of the evidence, data and method gaps in your MDR / IVDR file or your AI / SaMD product: literature section, appraisal, sample-size rationale, SAP. Before the Notified Body sees it, you get a clear view of where you stand and what is missing.

Fixed-scope intro package

Monthly Retainer

Fractional Head of Clinical Evidence

Monthly, on-call method and evidence advisory for manufacturers, RA consultancies, CROs and early-stage health companies that do not keep a full-time clinical-evidence / biostatistics expert; framework agreements for serial files. About one day a week.

Monthly retainer

Out of Scope

What I do not do.

I deliberately work in a narrow area of expertise. I do not do the following; I refer them to suitable firms.

  • ×ISO 13485 / QMS quality-system setup, audit, and certification
  • ×TITCK / UTS product registration / licensing paperwork
  • ×CRO operations, site monitoring, trial execution
  • ×Clinical research principal investigator / coordinator / consent (requires a physician)
  • ×Therapeutic areas where I develop my own product (conflict of interest)

Frequently Asked

Frequently asked questions.

Who do you work for?

Three groups. First, medical device manufacturers with an MDR or IVDR file in front of a Notified Body: CER literature route, appraisal, equivalence, PMCF and performance-study statistics. Second, RA consultancies and CROs that want to deliver those sections under their own brand; I do that work as a subcontractor. Third, SaMD and medical-AI companies facing their first submission without an in-house biostatistics / clinical-evidence expert. What they share is the absence of an in-house methodologist and a dated gate on the file.

We are an RA consultancy or a CRO; how do you work as a subcontractor?

The file and the client relationship stay with you. I deliver the literature and statistical core at a fixed scope and fixed fee, under NDA, to your template and under your brand; the output is a section ready for your named clinical evaluator's signature. Whether I appear as the named methodological assessor is your choice. I also act as second assessor in screening and appraisal steps that require dual assessment, and as named biostatistician on device studies. Two rounds of revision are standard; responding to a Notified Body objection on the delivered section is within scope. Serial files run under a framework agreement with fixed turnaround times.

Do you also work on devices without artificial intelligence?

Yes. The CER literature route, appraisal, equivalence, PMCF sample size and IVDR performance statistics are independent of the device technology; I work on dental, cardiovascular, wound-care, IVD and electromedical files. The one exception is the therapeutic areas where I develop my own products.

You are not a physician; can you carry out this work?

Yes. My role is the named methodologist/biostatistician who designs and runs the study's statistical-validation evidence; I am not the principal investigator, coordinator, or consent-taker of the clinical study (those roles require a physician). My signature covers the statistical-methodological core and, when the dossier requires it, is presented together with your named clinical evaluator/physician. MEDDEV 2.7/1 Rev 4 defines the named clinical evaluator through relevant higher education and demonstrated experience. I have built and peer-reviewed a medical-AI device; I construct validation evidence through the eyes of both an engineer and a methodologist.

Do you set up ISO 13485 / a quality management system (QMS)?

No. ISO 13485 / QMS setup, auditing, and certification are outside my scope; I refer this work to suitable firms. My quality domain is not the factory but the methodological quality of the evidence and the model: ML-validation rigor, data / ground-truth / bias, reproducibility, and statistical integrity.

How does pricing work?

The model is one of three: a fixed-scope package (CER literature core, PMCF or IVDR statistics, validation design; deliverable and timeline written up front), a day rate (as named biostatistician for CROs and RA consultancies), or a monthly retainer. I do not work hourly. For RA consultancies and CROs, serial files run under a framework agreement at wholesale rates. Numbers are given in a written offer after the free scoping call; a price given before the scope is seen is either too low or too high.

Is there a conflict of interest if there is an area where you develop your own product?

In the therapeutic areas where I develop my own product, I do not provide consulting, to avoid a conflict of interest. In all other SaMD / AI-health areas I work, and every engagement runs under confidentiality (NDA).

First Step

Let us talk for 15 minutes first.

We clarify what stage your dossier is at and what is missing, and produce an impartial roadmap. All work runs under an NDA and a KVKK/GDPR data-processing agreement.

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