CDSS research · Thessaloniki, GR · formative stage

Clinical decision support for endocrinology, built by a clinician-led research group.

We translate guideline-grade endocrinology — thyroid management across the reproductive timeline, Type 2 diabetes and osteoporosis workflows — into computable decision support systems. Two prototypes in formative testing with clinicians today; readouts through early 2027.

Read the research For partners Join formative cohort

100+: peer-reviewed papersPI · Google Scholar, Oct 2026
2 + 4: in formative testing · plus four earlier-stage

What we are

A clinician-led research group testing decision-support prototypes.

Two ThyroidSupport editions in formative testing; a diabetes-AI pipeline in prospective validation; an osteoporosis programme and an internal assistant at high-level design. Every output reaches a patient only through a supervising physician.

What we are not

Not a medical device, not a diagnostic service, not a product you can buy today.

Nothing on this site is medical advice. Patients seeking a consultation should visit toulis.gr.

Research portfolio · stage-honest

Research portfolio

Each programme exposes its current TRL, named milestones, and the evidence base it rests on.

● FORMATIVE

ThyroidSupport {pregnancy.edition}

Decision support for levothyroxine management in pregnancy.

Ethics: 424 GMH IRB · Αριθμ. Πρωτ. 43773
Data: EU

Q1 2026Ethics approval; formative cohort openedcomplete
Q2 2026Interim usability & alignment analysiscomplete
Q1 2027Public protocol & interim resultsunderway

Read protocol

● FORMATIVE

ThyroidSupport {preconception.edition}

Decision support for thyroid management at preconception and during fertility care.

Ethics: 424 GMH IRB · Αριθμ. Πρωτ. 43773
Data: EU

Q1 2026Ethics approval; formative cohort openedcomplete
Q4 2026Interim usability & alignment analysisunderway
Q1 2027Public protocol & interim resultsunderway

Read protocol

● RESEARCH

Clinical Diabetes AI

Multi-agent pipeline coordinating a six-step T2DM treatment-plan analysis.

Ethics: 424 GMH IRB · Αριθμ. Πρωτ. 47266
Data: EU

Q2 2026Algorithm freeze · prospective validation beginscomplete
Q4 2026Prospective validation cohort runsunderway
Q1 2027Public protocol & interim resultsplanned

ADA 2026
EASD position
Internal retrospective validation

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○ PROOF OF CONCEPT

Proof of concept

Exploratory prototypes that demonstrate feasibility ahead of a formal research programme.

{clinical-osteoporosis-ai}
{medical-cos-rag}

Ethics: Prototype · no patient-facing inference
Data: EU

2026 Q4Osteoporosis guideline corpus assemblyunderway
2026 Q4CoS RAG ingestion scope + access boundariesunderway
2027 Q1Internal proof-of-concept runsplanned

Shared engine · Diabetes AI
Endocrine + bone-health guidelines
Audit logging

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○ INTERNAL

Clinical Infrastructure

Small, boring tools that make an endocrinology practice run.

{ocr-thyroxine}
{appointment-notify}

Ethics: Internal tooling — no patient-facing inference; standard data-handling controls.
Data: EU

2026OCR Thyroxine — clinic deploymentcomplete
2025Appointment scheduling & notifications — clinic deploymentcomplete

GDPR
Postgres
Open-source candidate

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