Parent-led Assessment and Recognition of AOM Using Digital Ear Imaging
PARENT-EAR
1 other identifier
interventional
40
1 country
2
Brief Summary
Acute otitis media (AOM) is the most common bacterial infection in young children and a major contributor to healthcare utilization and costs. Diagnosis relies on otoscopy and identification of tympanic membrane (TM) bulging, yet physician-performed otoscopy has variable diagnostic accuracy and depends heavily on clinical expertise. Digital otoscopy combined with artificial intelligence (AI)-based image analysis has demonstrated high diagnostic accuracy in previous studies. In a recent study by our group, digital otoscopy with an automated neural network classifier reliably ruled out otitis media in children. The PARENT-EAR randomized controlled pilot trial aims to evaluate whether parent-performed digital otoscopy at home, combined with retrospective AI analysis of captured TM images, can reduce physician visits due to suspicion of AOM. The study also assesses feasibility, diagnostic accuracy of parents after training, and potential effects on antibiotic use and healthcare utilization. Methods and outcomes The PARENT-EAR trial is a randomized controlled pilot trial conducted at Vaasa Central Hospital and Turku University Hospital. Recruitment will occur between September and December 2026 (extended if necessary), with follow-up ending May 31, 2027 (5-9 months per participant). Children aged 12 to 47 months with at least one AOM episode in the past 12 months will be randomized 1:1 using permuted block randomization. Exclusion criteria include tympanostomy tubes, tympanic membrane perforation, middle ear effusion at recruitment, immunosuppression, previously diagnosed hearing loss or anatomical abnormalities predisposing to AOM, and otoscopy experience of the parent. Intervention group: Parents receive a digital otoscope (The Ear Penguin by Sibbo Medical Devices, MDR EU Class I device) and training on TM image interpretation. They complete a TM image classification quiz before and after the training. During follow-up, parents perform home otoscopy when suspecting AOM, capture TM images/videos, interpret findings, and record symptoms in a diary. If AOM is suspected or the child appears ill, medical evaluation is instructed. Control group: Standard care without home otoscopy. Parents complete the same symptom diary and seek care according to usual practice. Statistical analyses will compare outcomes between groups. AI-based TM classification will be compared against expert panel evaluation. This is a pilot study with a target sample size of 20 children per arm, limited by device availability. Ethical aspects, data collection and handling The study will be conducted in accordance with the Declaration of Helsinki. Written informed consent will be obtained from all parents after provision of oral and written information. Participation is voluntary, and families may withdraw at any time. Investigators may discontinue participation if deemed in the child's best interest. The digital otoscope is a CE-marked Class I medical device used solely for visual inspection of the tympanic membrane. Pneumatic pumps are not provided. Potential risks include minor ear canal abrasions or discomfort; serious adverse events are considered rare. Any adverse events will be managed according to standard clinical practice and reported to relevant authorities when required. The study is investigator-initiated. The device manufacturer provides the otoscopes but has no role in study design, data access, or analysis. Data will be collected via paper symptom diaries, monthly REDCap questionnaires (University of Turku), and national electronic health records (Kanta). TM images and videos will be securely stored and imported into a research database with relevant metadata. All data will be handled in accordance with the EU General Data Protection Regulation (GDPR 2016/679). Study data will be pseudonymized and identified only by study ID numbers. The key linking personal identifiers to study IDs will be stored separately and securely. Paper diaries will be destroyed after digitalization. Consent includes permission to access health records and to use collected images and data for scientific purposes. Results will be published in peer-reviewed journals and as part of a doctoral thesis.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for not_applicable
Started Sep 2026
2 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
May 27, 2026
CompletedFirst Posted
Study publicly available on registry
June 10, 2026
CompletedStudy Start
First participant enrolled
September 1, 2026
ExpectedPrimary Completion
Last participant's last visit for primary outcome
May 31, 2027
Study Completion
Last participant's last visit for all outcomes
August 31, 2027
June 10, 2026
June 1, 2026
9 months
May 27, 2026
June 6, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Number of physician visits due to suspected AOM
Number of physician visits due to suspected AOM
5 to 9 months, depending on date of recruitment
Secondary Outcomes (7)
Agreement between parent interpretation, AI classifier, and expert gold standard
5 to 9 months, depending on date of recruitment
Antibiotic prescription rates
5 to 9 months, depending on date of recruitment
Adverse events related to otoscopy
5 to 9 months, depending on date of recruitment
AOM-related complications
5 to 9 months, depending on date of recruitment
Daycare absence
5 to 9 months, depending on date of recruitment
- +2 more secondary outcomes
Study Arms (2)
Intervention group
EXPERIMENTALIntervention group to receive the digital otoscope
Control group
NO INTERVENTIONControl group with no intervention
Interventions
Parents receive a digital otoscope (The Ear Penguin by Sibbo Medical Devices, MDR EU Class I device) and training on TM image interpretation. They complete a TM image classification quiz before and after the training. During follow-up, parents perform home otoscopy when suspecting AOM, capture TM images/videos, interpret findings, and record symptoms in a diary. If AOM is suspected or the child appears ill, medical evaluation is instructed.
Eligibility Criteria
You may qualify if:
- At least one episode of AOM within the last 12 months
- Family speaks fluent Finnish
You may not qualify if:
- Tympanostomy tubes or perforation of the TM, or scheduled for upcoming tympanostomy
- Middle ear fluid at the time of recruitment
- Previously diagnosed hearing loss
- Immunosuppressive disorder or medication, excluding inhaled corticosteroids
- Anatomic defect or anomaly affecting the susceptibility to AOM
- Previous otoscopy experience of the participating parent
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Turku University Hospitallead
- Vaasa Central Hospital, Vaasa, Finlandcollaborator
Study Sites (2)
Vaasa Central Hospital
Vaasa, Pohjanmaa, 65130, Finland
Turku University Hospital
Turku, Southwest Finland, 20521, Finland
Related Publications (1)
Nuuttila S, Vallin A, Klockars T, Ruohola A, Laine M, Ivaska LE, Tahtinen PA. An artificial intelligence classifier as a screening tool to rule out otitis media in children. Int J Pediatr Otorhinolaryngol. 2026 May 9;205:112847. doi: 10.1016/j.ijporl.2026.112847. Online ahead of print.
PMID: 42114455BACKGROUND
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Paula A Tähtinen, MD, PhD
Department of Paediatiatrics and Adolescent Medicine, Turku University Hospital and University of Turku, Finland
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- DIAGNOSTIC
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER GOV
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Adjunct professor
Study Record Dates
First Submitted
May 27, 2026
First Posted
June 10, 2026
Study Start (Estimated)
September 1, 2026
Primary Completion (Estimated)
May 31, 2027
Study Completion (Estimated)
August 31, 2027
Last Updated
June 10, 2026
Record last verified: 2026-06
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL
- Time Frame
- Study protocol will be published as supplementary material alongside the study manuscript alongside publication.
- Access Criteria
- Deidentified participant data will be made available to fellow researchers upon reasonable request from the corresponding author.
Deidentified participant data will be made available upon reasonable request from the corresponding author.