Actively Recruiting
Development of an AI Assessment System for Pediatric Respiratory Distress : A Prospective Study
Led by Samsung Medical Center · Updated on 2026-03-20
2200
Participants Needed
3
Research Sites
109 weeks
Total Duration
On this page
AI-Summary
What this Trial Is About
This is a multicenter, prospective observational study designed to collect clinical data for the development of a vision-language model-based artificial intelligence system for automated assessment of pediatric respiratory patterns. The study enrolls pediatric patients aged 0 to 12 years who present to the pediatric emergency departments of participating institutions. Clinical and visual respiratory data are collected along with baseline clinical characteristics, including sex, age, body weight, height, presenting symptoms recorded at emergency department arrival, initial vital signs (body temperature, pulse rate, respiratory rate, blood pressure, and oxygen saturation), severity at presentation assessed by the Korean Triage and Acuity Scale (KTAS), emergency department management and outcomes such as hospital admission or discharge, and other relevant clinical information. These data are used for cohort characterization and for the development and evaluation of an AI-based system that aims to automatically analyze pediatric respiratory patterns and support objective respiratory assessment in pediatric emergency care.
CONDITIONS
Official Title
Development of an AI Assessment System for Pediatric Respiratory Distress : A Prospective Study
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Pediatric patients aged 0 to 12 years who present to participating pediatric emergency departments.
- Patients for whom clinical data, including basic demographic characteristics (e.g., age, body weight), severity at presentation (e.g., KTAS level), vital signs, emergency department management and outcomes, as well as visual respiratory data, are available during emergency care.
You will not qualify if you...
- Patients outside the specified age range.
- Patients with insufficient or poor-quality clinical or visual respiratory data.
- Patients whose data cannot be used due to withdrawal of consent or regulatory restrictions.
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 3 locations
1
CHA Bundang Medical Center, CHA University, 9, Yatap-ro, Bundang-gu
Seongnam-si, Gyeonggi-do, South Korea, 13496
Actively Recruiting
2
Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu
Seoul, Seoul, South Korea, 05505
Actively Recruiting
3
Samsung Medical Center, 81, Irwon-ro, Gangnam-gu
Seoul, Seoul, South Korea, 06351
Actively Recruiting
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
1
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