Tyto Insights spots bulging eardrums better than non-ENT doctors

In the study that FDA reviewed, Tyto Insights detected eardrum bulging in 857 otoscope recordings with 0.9231 sensitivity, against 0.7242 for two pediatricians and a general practitioner.

  • Not rated an organization

    The comparison used archived recordings, and no clinician acted on the device output.

Depth runs from 1, a convenience or time saved, to 5, a life or a livelihood preserved.

Status
Intended benefit.
Evidence

foundstudiedreportedclaimed

An independent regulatory document supports the benefit.

Compared with

Two pediatricians and one general practitioner reading the same recordings. Measured.

Without the system
Sensitivity 0.7242, specificity 0.7325
With it
Sensitivity 0.9231, specificity 0.9463
The system’s part
The device and three non-ENT clinicians read the same recordings against the same ENT reference, so the gain is attributed to the software. Clinicians reading with and without the device were not compared.
Limits
Not yet checked.
Costs and harms
Not yet checked.
Later
Not yet checked.

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Benefit type
Improved Task Accuracy
System
Tyto Insights for Eardrum Bulging Detection
Made by
Tyto Care Ltd.
Used by
Tyto Care (retrospective validation on 857 otoscope recordings from real-world use)
Where
Recording sites not stated in the decision summary
Stage
Tested in a laboratory
Date
, when the source was published
Kind
Aggregate result
Broad benefit
Identifying Objects, Actions, and Events
Collections
Scrutiny and findings
Last revised
31 October 2026

Sources

  1. Regulatory document, by authors with no tie to the system.

    U.S. Food and Drug Administration, Center for Devices and Radiological Health. De Novo classification request for Tyto Insights for Eardrum Bulging Detection (DEN250014): decision summary. Granted 2026-03-17.

    there is sufficient evidence to support concluding that the probable benefit of the Tyto Insights for Eardrum Bulging Detection exceeds the probable risks for its use to automatically detect the bulging of the eardrum in otoscopic video recordings.

Details

AI system

Workflow

A quality filter excluded videos without a sufficiently visible eardrum before the bulging algorithm ran. Recordings came from the compatible Tyto otoscope, used by lay people at home or by clinicians.

Follow-up

Conditions for replication

Recordings must come from the compatible Tyto otoscope, used as its instructions direct. A healthcare provider must interpret the result together with the recording and other patient data.

Entry details

Sector

Healthcare.

Purpose

Tyto Care built Tyto Insights for Eardrum Bulging Detection to detect a bulging eardrum automatically in videos from its compatible otoscope.

Not yet checked: model, release, provider, role, configuration, inputs and outputs, autonomy, human oversight, beneficiaries, reach, distribution and access, duration, every measurement question, every money question, ownership and control, dependencies, cross-border connections, geopolitical implications, replication attempts, availability, institutional decision, grounds, action and result, success criterion, every evidence question, observed or intended, alternative assessments, related entries, other identifiers, category mappings.

Cite this record

Peter H. Vartanian. (2026). Tyto Insights spots bulging eardrums better than non-ENT doctors (AIBD-0767). Artificial Intelligence Benefits Database, edition of 31 October 2026. https://petervartanian.xyz/aibd/records/AIBD-0767.html (archived at https://doi.org/10.7910/DVN/AADSII, version 4.0)

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