Berlin · 52.4928° N · 13.3779° E

Jesus Gómez Rossi.

Clinician.·Economist.·Operator.

I run a dental company in Berlin. I publish research in medical journals. I'm building the health insurance older people were supposed to have already.

Jesus Gómez Rossi
0
residents seen every quarter
0
insured lives analysed for unmet need
0+
peer-reviewed papers, incl. the economics of clinical AI
0
AI documentation system in daily clinical use
What I work on

Most people in medicine solve one problem.
I work on three at once.

Clinical care. At twenty-nine nursing homes in Berlin, every week.

Health economics. In peer-reviewed journals. Not white papers.

Operations. As CEO of a company that serves the people hospitals don't visit.

They're the same problem, seen from three sides.

The work

Two vehicles.
One thesis.

Each was built for a different part of the same problem. The operation funds the research. The research informs the software. The software scales the operation.

01 · Clinical

SwissMedAI.

A Berlin dental MVZ. Mobile geriatric care across twenty-nine nursing homes in the northeast. Three clinicians. The people most of German dentistry has given up on.

The operation is the engine. The rest of the work rides on it.

Founded
2023
Care model
Mobile, at the bedside
Sites
29 Pflegeheime
Clinicians
Three
02 · Software

Aranthir.

Offline-first clinical intelligence. React, Rails, Postgres. Built to do what the incumbent German PVS cannot: give a mobile dental operation a living operational memory.

The software is the bridge to whatever comes after the clinic.

Stage
Active build
Data model
FHIR · PDF/A
Deploy
Render · Expo
Funding
IBB Pro-FIT
Selected research

Nine papers.
In journals that matter.

You can't fix a system you can't measure. This is the measurement work — on the economics of dental AI, on European oral health financing, on why old people in Germany get less care than the law says they should.

A working selection · the full corpus is longer
9 shown · ongoing
01
Cost-effectiveness of artificial intelligence as a decision-support system applied to melanoma, dental caries and diabetic retinopathy.
JAMA Network Open5(3), e220269
2022
02
Oral health care in Europe: financing, access and provision.
Eur. ObservatoryHiT, Vol. 24 · №2
2022
03
Health policy analysis on barriers and facilitators for better oral health in German care homes.
BMJ Open12(3), e049306
2022
04
Variation of coverage and access to dental care for adults in eleven European countries.
BMC Oral Health22, 65
2022
05
Cost-effectiveness analysis of artificial intelligence in medicine: scoping review & framework.
JMIR Medical Informatics10(8), e33703
2022
06
Cost-effectiveness of glass hybrid versus composite: a multi-country randomised trial.
Journal of Dentistry107, 103614
2021
07
Dental service utilisation in the very old: insurance database analysis, northeast Germany.
Clin. Oral Invest.25(5), 2765
2021
08
Underscreening and undertreatment? Periodontal service provision in very old Germans.
Clin. Oral Invest.25(5), 3117
2021
09
Interventions to improve oral health of older people: a scoping review.
Journal of Dentistry101, 103451
2020
Where I trained

Four institutions.
One question each.

Clinical practice. Health economics. Research rigor. Regulation. I went to the best place I could find for each, and stayed long enough to actually learn something.

Economics

London School of Economics

M.Sc. International Health Policy. The discipline that lets every clinical decision be read as a system-level decision.

2018
Clinical precision

Goethe Universität Frankfurt

M.Sc. Oral Implantology. Where thinking in millimeters meets thinking in decades.

exp. 2027
Research

Charité Universitätsmedizin

Post-doctoral researcher at CC03 — Oral Diagnostics & Digital Dentistry. Economic evaluation of artificial intelligence in caries detection.

2019 – 2022
Regulation

GKV-Spitzenverband

Fachreferent, Department of Ambulatory Care. Regulation that moves seventy-three million statutorily insured lives. The layer most clinicians never see.

2021 – 2022
Clinical foundation

Universidad Europea de Madrid

Dentistry, Diplom. Preceded by two years of general medicine at Universidad del Salvador, Buenos Aires.

2015
Range

I write in English.
I work in German.
I grew up in Spanish.

Most of the people who need this work aren't from where it gets funded. So I moved between four languages until it stopped mattering which one I was in.

ES · AR
Español
Native · Madrid · Buenos Aires · Valencia
DE · AT · CH
Deutsch
Working language · Berlin · Frankfurt
UK · US
English
Publication language · LSE
NO
Norsk
Bergenstesten bestått
— One more thing —

Two billion people live with untreated
non-communicable disease.

Not because we don't know how to treat them.
Because their insurance system was never designed to.

That's an engineering problem.
It has an answer.

— The long thesis · Berlin · 2026
Writing — Care, Built

Healthcare, written
from the room.

Essays on how care actually gets delivered — patient work, documentation, incentives, and what mobile dentistry makes visible. In English and German.

Essays darüber, wie Versorgung wirklich stattfindet: Patientenarbeit, Dokumentation, Wirtschaftlichkeitsprüfungen und das, was aufsuchende Zahnmedizin sichtbar macht. Auf Deutsch und Englisch.

Read Care, Built

About

Background, in detail.

Origin
Born
Argentina · raised between Buenos Aires and Madrid
Based
Berlin, Germany
Citizenship
Spain · Argentina (dual)
Clinical jurisdictions
Germany · Spain · Argentina · Norway · Sweden · Switzerland
Training
Dentistry
Universidad Europea de Madrid · Diplom, 2015
Prior
Universidad del Salvador, Buenos Aires · 2 years general medicine
Health policy
London School of Economics · M.Sc., 2018
Oral implantology
Goethe University Frankfurt · M.Sc., expected 2027
Post-doctoral
Charité Universitätsmedizin · CC03 · 2019 – 2022
Operating
Current role
CEO & Clinical Director, SwissMedAI GmbH
Prior regulatory
GKV-Spitzenverband · Fachreferent, Zahnärzte · 2021 – 2022
Clinical throughput
29 nursing homes · 3 clinicians · continuous
AI in production
Aranthir · clinical documentation, in daily use
Data research
Insurance-claims analyses · 404,610 insured, 75+
Research
Peer-reviewed corpus
9 selected · ongoing
Highest-impact venue
JAMA Network Open, 2022
Methods
Markov microsimulation · CEA · PSA · CHEERS 2022 · IQWiG-anchored WTP
Co-authors include
Schwendicke, Krois, Hertrampf, Paris, Meyer-Lückel, Winkelmann
Contributing author
Health Systems in Transition, Vol. 24 · №2
Languages
Native
Español · Deutsch
Professional
English (publication-grade) · Norsk (Bergenstesten)
Publication language
English
Office
Direct
gomez-rossi.j@swissmedai.com
Registered
Bundesallee 140 · 10715 Berlin · Germany
Open for
Advisory · clinical consulting · research collaboration
Get in touch

If it's interesting,
write.

Advisory engagements, clinical consulting, and research collaboration. Open for the 2026 cycle.

Write to me Read the background