Evidence map›Paper›PMID 41555607›Full record

ArticleJournal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG2026

Digital health applications, telemedicine and large language models in dermatology: results of a Germany-wide survey.

Lukas Henk, Leah Schirren, Felix Mühlensiepen, Claudia Traidl-Hoffmann, Marina Otten, Victor Olsavszky, Alexander Zink, Michael Hertl, Sebastian Kuhn, Johannes Knitza

Abstract read
In one paragraph

Article in Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Lukas HenkInstitute for Digital Medicine, School of Medicine, Philipps-Universität Marburg, Marburg, Germany.ORCID https://orcid.org/0009-0004-3423-1162
Leah SchirrenDepartment of Dermatology and Allergology, School of Medicine, Philipps-Universität Marburg, Marburg, Germany.
Felix MühlensiepenFaculty of Health Sciences, Brandenburg Medical School Theodor Fontane, Neuruppin, Germany.
Claudia Traidl-HoffmannInstitute of Environmental Medicine and Integrative Health, Medical Faculty, University of Augsburg, Augsburg, Germany.
Marina OttenInstitute for Health Services Research in Dermatology and Nursing, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.ORCID https://orcid.org/0000-0003-3767-1548
Victor OlsavszkyDepartment of Dermatology, Venereology and Allergology, University Medical Center and Medical Faculty Mannheim, University of Heidelberg and Center of Excellence in Dermatology, Mannheim, Germany.ORCID https://orcid.org/0000-0001-6083-5534
Alexander ZinkDepartment of Dermatology and Allergy, Biederstein, School of Medicine, Technical University of Munich, Munich, Germany.ORCID https://orcid.org/0000-0001-9313-6588
Michael HertlDepartment of Dermatology and Allergology, School of Medicine, Philipps-Universität Marburg, Marburg, Germany.
Sebastian KuhnInstitute for Digital Medicine, School of Medicine, Philipps-Universität Marburg, Marburg, Germany.
Johannes KnitzaInstitute for Digital Medicine, School of Medicine, Philipps-Universität Marburg, Marburg, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDigital technologies offer opportunities for dermatological care, but there is a lack of systematic data on their use and acceptance, particularly with regard to digital health applications (DiGA) and large language models (LLMs). PATIENTS AND

methodsFrom November 2024 to January 2025, an anonymous online survey was conducted among German dermatologists as part of continuing education courses. The survey covered the use of and attitudes towards telemedicine, DiGA and LLMs, as well as competence assessments and education needs.

results100 dermatologists participated (64% female, average age 40.6 years). 58% stated that they did not currently offer telemedicine services; only 5% regularly used video consultations. 21% had already prescribed DiGA, with the majority (78%) seeing this as the responsibility of general practitioners. 96% of dermatologists believed that DiGA could improve medical care. The main barriers cited were lack of knowledge (76%), lack of time (74%), insufficient remuneration and a complex prescription process (43% each). 45% of respondents had used LLMs in a professional context. 76% rated the impact of digitalization on patient care as positive, and 80% expressed a desire for training opportunities on the use of digital technologies in everyday medical practice.

conclusionDigitalization and, in particular, DiGA are viewed positively by most dermatologists, but digital services are hardly used at present. Targeted knowledge expansion and specific training opportunities could significantly promote the implementation of digital technologies in everyday dermatological practice.

Indexed as

Attitude of Health PersonnelDermatologyTelemedicineAdultDigital HealthFemaleGermanyHumansLarge Language ModelsMaleMiddle AgedSurveys and QuestionnairesChatGPTeHealthlarge language modelsmobile applicationsTelemedicine

Identifiers

PMID41555607
PMCPMC13636116

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.