---
title: "AI-Assisted Translation of Cystic Fibrosis Educational Modules for Non-English Centers"
id: "pubmed-42530427"
canonical_url: "https://medichelpline.com/clinical-feed/pubmed-42530427"
content_type: "clinical_feed_article"
specialty: "Critical Care"
source_name: "PubMed / NCBI"
source_url: "https://pubmed.ncbi.nlm.nih.gov/42530427/"
doi: "10.1002/ppul.71764"
published_at: "2026-08-01T00:00:00.000Z"
evidence_level: "Journal Article"
license: "CC-BY-NC-4.0 / Informational Use"
---
# AI-Assisted Translation of Cystic Fibrosis Educational Modules for Non-English Centers
## Provenance & Clinical Metadata
- **Canonical URL:** https://medichelpline.com/clinical-feed/pubmed-42530427
- **Specialty:** [Critical Care](https://medichelpline.com/clinical-feed/critical-care.md)
- **Primary Source:** PubMed / NCBI
- **Source URL:** [Original Journal Publication](https://pubmed.ncbi.nlm.nih.gov/42530427/)
- **DOI:** [10.1002/ppul.71764](https://doi.org/10.1002%2Fppul.71764)
- **Published At:** 2026-08-01T00:00:00.000Z
- **Evidence Rating:** Journal Article
## Executive GIST (TL;DR)
- The European Cystic Fibrosis Society (ECFS) produces peer-reviewed e-learning modules that are predominantly available in English, creating access barriers for non-English speaking CF centers. - Cost and time were identified as major barriers to manual translation of educational resources. - The study piloted the use of an **AI** translation program to generate subtitles for ECFS e-learning modules as a potential solution to these barriers. - Subtitled education packages (six modules each) were produced in three target languages: **Ukrainian**, **Romanian**, and **Turkish**. - Two independent native-language reviewers with extensive **Cystic Fibrosis** healthcare experience reviewed, edited, and validated each AI-generated translation; their corrections were essential in all languages. - An online evaluation survey was circulated to gather user feedback on the quality of the final modules; the evaluation was completed in two countries. - Eighteen completed surveys were returned; aggregated results indicated high perceived accuracy of the final translated modules and generally positive feedback on utility. - The report notes the potential of **AI** to address translation cost and time barriers but also demonstrates that human expert review and correction remain necessary. - Specific details such as the AI tool name, translation workflow timings, quantitative survey items and scores, and granular correction types were not reported in the source.
## Clinical Analysis & Structured Key Points
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more resources ](https://pubmed.ncbi.nlm.nih.gov/42530427/#linkout) Title & authors Abstract Conflict of interest statement Figures Similar articles References MeSH terms Related information Grants and funding LinkOut - more resources Pediatr Pulmonol Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Pediatr+Pulmonol%22%5Bjour%5D&sort=date&sort_order=desc) * [ Search in NLM Catalog ](https://www.ncbi.nlm.nih.gov/nlmcatalog?term=%22Pediatr+Pulmonol%22%5BTitle+Abbreviation%5D) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/42530427/) . 2026 Aug;61(8):e71764. doi: 10.1002/ppul.71764. # Bridging the Gap: Translated Medical Education to Support Cystic Fibrosis Centers From Non-English Speaking Countries [Chris Smith](https://pubmed.ncbi.nlm.nih.gov/?term=Smith+C&cauthor_id=42530427)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-1 "Royal Alexandra Children's Hospital, Brighton, UK.")[ 2 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-2 "Brighton and Sussex Medical School, Brighton and Hove, UK."), [Helen K Chadwick](https://pubmed.ncbi.nlm.nih.gov/?term=Chadwick+HK&cauthor_id=42530427)[ 3 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-3 "Leeds Teaching Hospitals NHS Trust, Leeds, UK.")[ 4 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-4 "Leeds Institute of Medical Research, University of Leeds, Leeds, UK."), [Daniel G Peckham](https://pubmed.ncbi.nlm.nih.gov/?term=Peckham+DG&cauthor_id=42530427)[ 3 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-3 "Leeds Teaching Hospitals NHS Trust, Leeds, UK.")[ 4 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-4 "Leeds Institute of Medical Research, University of Leeds, Leeds, UK."), [Kate Hill](https://pubmed.ncbi.nlm.nih.gov/?term=Hill+K&cauthor_id=42530427)[ 5 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-5 "NI Clinical Research Facility, WWIEM, Queen's University, Belfast, UK.")[ 6 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-6 "ECFS CTN, Karup, Denmark."), [Oana Voivod](https://pubmed.ncbi.nlm.nih.gov/?term=Voivod+O&cauthor_id=42530427)[ 7 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-7 "Together for Patrick Association, Cluj-Napoca, Romania."), [Marko Krasnyk](https://pubmed.ncbi.nlm.nih.gov/?term=Krasnyk+M&cauthor_id=42530427)[ 8 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-8 "ECFS Patient Registry Service Desk, Switzerland."), [Yasemin Gökdemir](https://pubmed.ncbi.nlm.nih.gov/?term=G%C3%B6kdemir+Y&cauthor_id=42530427)[ 9 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-9 "Division of Pediatric Pulmonology, School of Medicine, Marmara University, Istanbul, Türkiye."), [Ilknur Gorgun](https://pubmed.ncbi.nlm.nih.gov/?term=Gorgun+I&cauthor_id=42530427)[ 10 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-10 "KIFDER, Istanbul, Türkiye."), [Fulya Özdemircioğlu](https://pubmed.ncbi.nlm.nih.gov/?term=%C3%96zdemircio%C4%9Flu+F&cauthor_id=42530427)[ 9 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-9 "Division of Pediatric Pulmonology, School of Medicine, Marmara University, Istanbul, Türkiye."), [Halyna Makukh](https://pubmed.ncbi.nlm.nih.gov/?term=Makukh+H&cauthor_id=42530427)[ 11 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-11 "Ivan Franko National University of Lviv, Lviv, Ukraine."), [Hilde De Keyser](https://pubmed.ncbi.nlm.nih.gov/?term=De+Keyser+H&cauthor_id=42530427)[ 12 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-12 "Cystic Fibrosis Europe, Brussels, Belgium."), [Claire Francis](https://pubmed.ncbi.nlm.nih.gov/?term=Francis+C&cauthor_id=42530427)[ 12 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-12 "Cystic Fibrosis Europe, Brussels, Belgium."), [Katarina Štěpánková](https://pubmed.ncbi.nlm.nih.gov/?term=%C5%A0t%C4%9Bp%C3%A1nkov%C3%A1+K&cauthor_id=42530427)[ 13 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-13 "Slovenská Asociácia Cystickej Fibrózy, Košice, Slovakia."), [Csilla-Eniko Szabo](https://pubmed.ncbi.nlm.nih.gov/?term=Szabo+CE&cauthor_id=42530427)[ 14 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-14 "Pediatrics I Discipline, Mother and Child Department, "Iuliu Hațieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania.")[ 15 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-15 "Pediatrics 1 Clinic, Clinical Emergency Hospital for Children, Cluj-Napoca, Romania."), [Pavel Drevinek](https://pubmed.ncbi.nlm.nih.gov/?term=Drevinek+P&cauthor_id=42530427)[ 16 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#full-view-affiliation-16 "Department of Medical Microbiology, Second Faculty of Medicine, Motol and Homolka University Hospital, Charles University, Prague, Czech Republic.") Affiliations Expand ### Affiliations * 1 Royal Alexandra Children's Hospital, Brighton, UK. * 2 Brighton and Sussex Medical School, Brighton and Hove, UK. * 3 Leeds Teaching Hospitals NHS Trust, Leeds, UK. * 4 Leeds Institute of Medical Research, University of Leeds, Leeds, UK. * 5 NI Clinical Research Facility, WWIEM, Queen's University, Belfast, UK. * 6 ECFS CTN, Karup, Denmark. * 7 Together for Patrick Association, Cluj-Napoca, Romania. * 8 ECFS Patient Registry Service Desk, Switzerland. * 9 Division of Pediatric Pulmonology, School of Medicine, Marmara University, Istanbul, Türkiye. * 10 KIFDER, Istanbul, Türkiye. * 11 Ivan Franko National University of Lviv, Lviv, Ukraine. * 12 Cystic Fibrosis Europe, Brussels, Belgium. * 13 Slovenská Asociácia Cystickej Fibrózy, Košice, Slovakia. * 14 Pediatrics I Discipline, Mother and Child Department, "Iuliu Hațieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania. * 15 Pediatrics 1 Clinic, Clinical Emergency Hospital for Children, Cluj-Napoca, Romania. * 16 Department of Medical Microbiology, Second Faculty of Medicine, Motol and Homolka University Hospital, Charles University, Prague, Czech Republic. * PMID: **42530427** * PMCID: [ PMC13422125 ](https://pmc.ncbi.nlm.nih.gov/articles/PMC13422125/) * DOI: [ 10.1002/ppul.71764 ](https://doi.org/10.1002/ppul.71764) Item in Clipboard # Bridging the Gap: Translated Medical Education to Support Cystic Fibrosis Centers From Non-English Speaking Countries Chris Smith et al. Pediatr Pulmonol. 2026 Aug. Show details Display options Display options Format Abstract PubMed PMID Pediatr Pulmonol Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Pediatr+Pulmonol%22%5Bjour%5D&sort=date&sort_order=desc) * [ Search in NLM Catalog ](https://www.ncbi.nlm.nih.gov/nlmcatalog?term=%22Pediatr+Pulmonol%22%5BTitle+Abbreviation%5D) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/42530427/) . 2026 Aug;61(8):e71764. doi: 10.1002/ppul.71764. ### Authors [Chris Smith](https://pubmed.ncbi.nlm.nih.gov/?term=Smith+C&cauthor_id=42530427)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-1 "Royal Alexandra Children's Hospital, Brighton, UK.")[ 2 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-2 "Brighton and Sussex Medical School, Brighton and Hove, UK."), [Helen K Chadwick](https://pubmed.ncbi.nlm.nih.gov/?term=Chadwick+HK&cauthor_id=42530427)[ 3 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-3 "Leeds Teaching Hospitals NHS Trust, Leeds, UK.")[ 4 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-4 "Leeds Institute of Medical Research, University of Leeds, Leeds, UK."), [Daniel G Peckham](https://pubmed.ncbi.nlm.nih.gov/?term=Peckham+DG&cauthor_id=42530427)[ 3 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-3 "Leeds Teaching Hospitals NHS Trust, Leeds, UK.")[ 4 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-4 "Leeds Institute of Medical Research, University of Leeds, Leeds, UK."), [Kate Hill](https://pubmed.ncbi.nlm.nih.gov/?term=Hill+K&cauthor_id=42530427)[ 5 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-5 "NI Clinical Research Facility, WWIEM, Queen's University, Belfast, UK.")[ 6 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-6 "ECFS CTN, Karup, Denmark."), [Oana Voivod](https://pubmed.ncbi.nlm.nih.gov/?term=Voivod+O&cauthor_id=42530427)[ 7 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-7 "Together for Patrick Association, Cluj-Napoca, Romania."), [Marko Krasnyk](https://pubmed.ncbi.nlm.nih.gov/?term=Krasnyk+M&cauthor_id=42530427)[ 8 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-8 "ECFS Patient Registry Service Desk, Switzerland."), [Yasemin Gökdemir](https://pubmed.ncbi.nlm.nih.gov/?term=G%C3%B6kdemir+Y&cauthor_id=42530427)[ 9 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-9 "Division of Pediatric Pulmonology, School of Medicine, Marmara University, Istanbul, Türkiye."), [Ilknur Gorgun](https://pubmed.ncbi.nlm.nih.gov/?term=Gorgun+I&cauthor_id=42530427)[ 10 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-10 "KIFDER, Istanbul, Türkiye."), [Fulya Özdemircioğlu](https://pubmed.ncbi.nlm.nih.gov/?term=%C3%96zdemircio%C4%9Flu+F&cauthor_id=42530427)[ 9 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-9 "Division of Pediatric Pulmonology, School of Medicine, Marmara University, Istanbul, Türkiye."), [Halyna Makukh](https://pubmed.ncbi.nlm.nih.gov/?term=Makukh+H&cauthor_id=42530427)[ 11 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-11 "Ivan Franko National University of Lviv, Lviv, Ukraine."), [Hilde De Keyser](https://pubmed.ncbi.nlm.nih.gov/?term=De+Keyser+H&cauthor_id=42530427)[ 12 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-12 "Cystic Fibrosis Europe, Brussels, Belgium."), [Claire Francis](https://pubmed.ncbi.nlm.nih.gov/?term=Francis+C&cauthor_id=42530427)[ 12 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-12 "Cystic Fibrosis Europe, Brussels, Belgium."), [Katarina Štěpánková](https://pubmed.ncbi.nlm.nih.gov/?term=%C5%A0t%C4%9Bp%C3%A1nkov%C3%A1+K&cauthor_id=42530427)[ 13 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-13 "Slovenská Asociácia Cystickej Fibrózy, Košice, Slovakia."), [Csilla-Eniko Szabo](https://pubmed.ncbi.nlm.nih.gov/?term=Szabo+CE&cauthor_id=42530427)[ 14 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-14 "Pediatrics I Discipline, Mother and Child Department, "Iuliu Hațieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania.")[ 15 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-15 "Pediatrics 1 Clinic, Clinical Emergency Hospital for Children, Cluj-Napoca, Romania."), [Pavel Drevinek](https://pubmed.ncbi.nlm.nih.gov/?term=Drevinek+P&cauthor_id=42530427)[ 16 ](https://pubmed.ncbi.nlm.nih.gov/42530427/#short-view-affiliation-16 "Department of Medical Microbiology, Second Faculty of Medicine, Motol and Homolka University Hospital, Charles University, Prague, Czech Republic.") ### Affiliations * 1 Royal Alexandra Children's Hospital, Brighton, UK. * 2 Brighton and Sussex Medical School, Brighton and Hove, UK. * 3 Leeds Teaching Hospitals NHS Trust, Leeds, UK. * 4 Leeds Institute of Medical Research, University of Leeds, Leeds, UK. * 5 NI Clinical Research Facility, WWIEM, Queen's University, Belfast, UK. * 6 ECFS CTN, Karup, Denmark. * 7 Together for Patrick Association, Cluj-Napoca, Romania. * 8 ECFS Patient Registry Service Desk, Switzerland. * 9 Division of Pediatric Pulmonology, School of Medicine, Marmara University, Istanbul, Türkiye. * 10 KIFDER, Istanbul, Türkiye. * 11 Ivan Franko National University of Lviv, Lviv, Ukraine. * 12 Cystic Fibrosis Europe, Brussels, Belgium. * 13 Slovenská Asociácia Cystickej Fibrózy, Košice, Slovakia. * 14 Pediatrics I Discipline, Mother and Child Department, "Iuliu Hațieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania. * 15 Pediatrics 1 Clinic, Clinical Emergency Hospital for Children, Cluj-Napoca, Romania. * 16 Department of Medical Microbiology, Second Faculty of Medicine, Motol and Homolka University Hospital, Charles University, Prague, Czech Republic. * PMID: **42530427** * PMCID: [ PMC13422125 ](https://pmc.ncbi.nlm.nih.gov/articles/PMC13422125/) * DOI: [ 10.1002/ppul.71764 ](https://doi.org/10.1002/ppul.71764) Item in Clipboard Full text links Cite Display options Display options Format Abstract PubMed PMID ## Abstract **Background:** The European Cystic Fibrosis Society (ECFS) develops education resources to support members; however, these are almost exclusively in English. Many barriers to translation exist, including cost and time. Artificial intelligence (AI) provides an opportunity to support translation and address such barriers. This study aimed to pilot the use of AI-generated translation of ECFS e-learning modules and evaluate the quality. **Methods:** An AI translation program was used to create subtitles of ECFS peer-reviewed education modules. Two independent native language speakers with extensive cystic fibrosis (CF) healthcare experience were identified and tasked with reviewing, editing, and validating. This was followed by the development and circulation of an online evaluation survey assessing users' views on quality. **Results:** Education packages, each consisting of six subtitled modules, were created in three languages: Ukrainian, Romanian, and Turkish. For each language, corrections to the AI-generated translation by the independent native speakers were essential. Evaluation was conducted in two countries. Eighteen completed surveys were received. Results indicated high levels of accuracy for the final modules, and feedback was very positive regarding the utility
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