Global, multilingual, physician-invited, patient-completed digital registry enabling pre-consultation engagement and supporting more efficient care pathways in venous disease

Lower limb venous diseases are prevalent chronic conditions that require standardized, efficient, and patient-centered clinical assessment across diverse healthcare settings. Despite increasing digitalization of healthcare, scalable multilingual digital infrastructures capable of supporting standardized pre-consultation data collection and physician-validated real-world evidence generation remain limited. We conducted a global, cross-sectional observational study, using an innovative physician-invited/patient-completed digital registry, designed to enable pre-clinical engagement. The registry was conceived as a modular, multilingual digital infrastructure, allowing individuals to include clinical data prior to any physician encounter who will then validate the already acquired information, while also completing the healthcare professional part· We assessed geographic reach, usability, engagement in data completion, and cross-sectional associations between demographic, clinical factors and disease stage, defined as CEAP clinical class and Venous Clinical Severity Score (VCSS). 6457 patients from 59 countries from Africa, Asia, Europe, North and South America enrolled in the registry before their first specialist consultation. Completion of all the required data was achieved by 1355 patients from 12 countries. Among participating physicians, the platform usability was rated as easy in 94.2% of responses, while its overall usefulness was rated as high or very high in 76.6% of responses. Privacy concerns were expressed in 17% of cases. Cross-sectional analyses identified risk factor profiles associated with CEAP class ≥ 4 and VCSS ≥ 8·5. These stage-associated profiles differed from those previously reported, reflecting the need for a detailed integration of appropriately collected real-world data in venous disease investigations. A global, multilingual, physician-invited/patient-completed digital registry may facilitate earlier patient engagement and has the potential to support more efficient care pathway, moreover across linguistic contexts, with more timely data capture. This registry provides a scalable digital infrastructure for standardized patient- and physician-validated data collection across multiple countries, with potential applicability to multidisciplinary clinical practice and research. Such infrastructure may facilitate earlier and broader diagnostic insights, including for conditions beyond the initial reason for care seeking, and provide a robust foundation for machine learning, reducing reliance on synthetic datasets and supporting scalable, equitable digital health innovation across medical specialties.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-08-03
DOI
https://doi.org/10.1038/s41598-026-64367-1
Primary Topic
Diagnosis and Treatment of Venous Diseases
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Global, multilingual, physician-invited, patient-completed digital registry enabling pre-consultation engagement and supporting more efficient care pathways in venous disease

Makoto Mo, Aida Rizk, Chantal AGÜERO, Erica Menegatti et al.
Scientific Reports
Diagnosis and Treatment of Venous Diseases
article

Global, multilingual, physician-invited, patient-completed digital registry enabling pre-consultation engagement and supporting more efficient care pathways in venous disease

Makoto Mo, Aida Rizk, Chantal AGÜERO, Erica Menegatti, Sergio Gianesini, Danila Azzolina, Ravul Jindal, L. Leonardo Rodriguez, Suat Doganci, Elena Goranova, Rodrigo Rial, Maria PORTUGAL, Yung Wei CHI, Karol Chakkour, Stanley Rockson, Nathalia Cardoso, Alexander Lazarov, Sergiu Ciprian Matei, Erasto Aldrett-Lee, Giovanni Brancalion-Spadon, Julianne Stoughton, Celine Eggen, Gisele Peron, Zaza Lazarashvili
article en

Abstract

Lower limb venous diseases are prevalent chronic conditions that require standardized, efficient, and patient-centered clinical assessment across diverse healthcare settings. Despite increasing digitalization of healthcare, scalable multilingual digital infrastructures capable of supporting standardized pre-consultation data collection and physician-validated real-world evidence generation remain limited. We conducted a global, cross-sectional observational study, using an innovative physician-invited/patient-completed digital registry, designed to enable pre-clinical engagement. The registry was conceived as a modular, multilingual digital infrastructure, allowing individuals to include clinical data prior to any physician encounter who will then validate the already acquired information, while also completing the healthcare professional part· We assessed geographic reach, usability, engagement in data completion, and cross-sectional associations between demographic, clinical factors and disease stage, defined as CEAP clinical class and Venous Clinical Severity Score (VCSS). 6457 patients from 59 countries from Africa, Asia, Europe, North and South America enrolled in the registry before their first specialist consultation. Completion of all the required data was achieved by 1355 patients from 12 countries. Among participating physicians, the platform usability was rated as easy in 94.2% of responses, while its overall usefulness was rated as high or very high in 76.6% of responses. Privacy concerns were expressed in 17% of cases. Cross-sectional analyses identified risk factor profiles associated with CEAP class ≥ 4 and VCSS ≥ 8·5. These stage-associated profiles differed from those previously reported, reflecting the need for a detailed integration of appropriately collected real-world data in venous disease investigations. A global, multilingual, physician-invited/patient-completed digital registry may facilitate earlier patient engagement and has the potential to support more efficient care pathway, moreover across linguistic contexts, with more timely data capture. This registry provides a scalable digital infrastructure for standardized patient- and physician-validated data collection across multiple countries, with potential applicability to multidisciplinary clinical practice and research. Such infrastructure may facilitate earlier and broader diagnostic insights, including for conditions beyond the initial reason for care seeking, and provide a robust foundation for machine learning, reducing reliance on synthetic datasets and supporting scalable, equitable digital health innovation across medical specialties.

Scientific ReportsVol. 16(1)
Tbilisi State University (GE), Uniformed Services University of the Health Sciences (US), University of Ferrara (IT), Italtel (Italy) (IT), Lozenetz Hospital (BG), Hospital Israelita Albert Einstein (BR), Espace pour la vie (CA), Polytechnic University of San Luis Potosí (MX), Massachusetts General Hospital (US), Victor Babeș University of Medicine and Pharmacy Timișoara (RO), Guyra Paraguay (PY), HM Hospitales (ES), Fortis Hospital (IN), Instituto de Saúde (BR), Central Clinical Hospital (PL), Turkish Society of Cardiology (TR), University of El Salvador (SV), Sofia University "St. Kliment Ohridski" (BG), University of Naples Federico II (IT), Sinop University (TR), University of California, Davis (US), Yokohama City University (JP), Stanford University (US)
Università degli Studi di Ferrara
Industry, innovation and infrastructure
Openalex Percentile: Top 7%
Diagnosis and Treatment of Venous Diseases
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.