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Research portfolio

Programmes

Four programmes in flight: two ThyroidSupport editions sharing a developmental pipeline, the Clinical Diabetes AI work that recently won the Alivizatos best-oral, and the internal clinic infrastructure that backs daily operations.

● 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
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● 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
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● 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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