Evidence map›Paper›PMID 41854745›Full record

ArticleInternational ophthalmology2026

New healthcare insights in ophthalmology: using a data integration center (DIC) to analyze the care of patients with corneal ulceration during the COVID-19 pandemic.

Gabriel Stolze, Katrin Engelmann, Martin Bartos, Frank Nüßler, Martin Sedlmayr, Jens Weidner

Abstract read
In one paragraph

Article in International ophthalmology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

6 authors.

Gabriel StolzeDepartment of Ophthalmology, Klinikum Chemnitz gGmbH, Flemmingstraße 2, 09116, Chemnitz, Saxony, Germany. g.stolze@skc.de.ORCID http://orcid.org/0009-0006-9190-1139
Katrin EngelmannDepartment of Ophthalmology, Klinikum Chemnitz gGmbH, Flemmingstraße 2, 09116, Chemnitz, Saxony, Germany.
Martin BartosDepartment of Information Technology, Klinikum Chemnitz gGmbH, Chemnitz, Germany.
Frank NüßlerDepartment of Information Technology, Klinikum Chemnitz gGmbH, Chemnitz, Germany.
Martin SedlmayrMedizinische Fakultät Carl Gustav Carus, Institute of Medical Informatics and Biometry, Technische Universtität Dresden, Dresden, Germany.
Jens WeidnerMedizinische Fakultät Carl Gustav Carus, Institute of Medical Informatics and Biometry, Technische Universtität Dresden, Dresden, Germany.

Funding

Bundesministerium für Bildung und Forschung 01ZZ2101ABundesministerium für Bildung und Forschung 01ZZ2101E
6 · The paper itself

Abstract

purposeTo leverage a novel Data Integration Centre (DIC) infrastructure and real-world data to analyze pandemic-driven changes in the incidence, demographics, and management of corneal ulceration (H16.0) in a tertiary care setting.

methodsWe conducted a retrospective single-center analysis of 3029 cases (2016-2024), stratified into pre-pandemic, pandemic, and post-pandemic periods. Data were sourced via the institutional DIC. We employed descriptive statistics and regression models to evaluate temporal trends, age/sex distributions, length of stay (LOS), and surgical interventions.

resultsA significant structural shift from inpatient to outpatient care was observed, with outpatient cases rising by 70% during the pandemic while inpatient numbers declined. A notable demographic shift occurred, with a higher proportion of younger male patients (aged 30-40) affected during and after the pandemic. Mean LOS decreased progressively from 6.27 (pre-pandemic) to 4.13 days (post-pandemic). Despite an overall decline in surgical procedures, the rate of keratoplasties per 1000 patients increased significantly in the post-pandemic phase.

conclusionThe COVID-19 pandemic precipitated a marked restructuring of care for corneal ulcers towards outpatient management and was associated with a distinct demographic shift. The increase in keratoplasty rates for the diagnosis of corneal ulcer after the pandemic could be due to a significantly changed local care structure during the pandemic and the prioritization of follow-up treatment for more difficult cases. This study demonstrates the practical utility of DIC-derived real-world data for health services research, providing robust evidence on evolving care patterns and disease burden. CLINICAL TRIAL REGISTRATION NUMBER: The study was approved by the Ethics Committee of the Saxony Medical Association under reference number EK-BR-102/23-1 in accordance with the ICH-GCP-Guidelines.

Indexed as

Corneal UlcerCOVID-19OphthalmologyPandemicsSARS-CoV-2AdolescentAdultAgedAged, 80 and overFemaleHumansIncidenceLength of StayMaleMiddle AgedRetrospective StudiesCorneal ulcerationCOVID-19-pandemicGender specific medicineKeratoplastyMedical informaticsPublic healthReal world data

Identifiers

PMID41854745
PMCPMC13002636

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Registered trials

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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.