The Usability and Trustworthiness of Medical Eye Images

Daniel Diethei, Ashley Colley, Lisa Dannenberg, Muhammad Fawad Jawaid Malik, Johannes Schöning

Tutkimustuotokset: Kirjoitus kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

The majority of blindness is preventable, and islocated in developing countries. While mHealth applications forretinal imaging in combination with affordable smartphone lensadaptors are a step towards better eye care access, the expertknowledge and additional hardware needed are often unavailablein developing countries. Eye screening apps without lens adaptorsexist, but we do not know much about the experience of guidingusers to take medical eye images. Additionally, when an AIbased diagnosis is provided, trust plays an important role inensuring in the adoption. This work addresses factors thatimpact the usability and trustworthiness dimensions of mHealthapplications. We present the design, development and evaluationofEyeGuide, a mobile app that assists users in taking medicaleye images using only their smartphone camera. In a study(n=28) we observed that users of an interactive tutorial capturedimages faster compared to audible tone based guidance. In asecond study (n=40) we found out that providing disease-specificbackground information was the most effective factor to increasetrustworthiness in the AI based diagnosis. Application areasofEyeGuideare AI based disease detection and telemedicineexaminations.
Alkuperäiskielienglanti
Otsikko2021 IEEE 9th International Conference on Healthcare Informatics (ICHI)
ToimittajatCristina Ceballos
KustantajaIEEE
Sivut396-405
Sivumäärä10
ISBN (elektroninen)978-1-6654-0132-6
DOI - pysyväislinkit
TilaJulkaistu - 2021
OKM-julkaisutyyppiA4 Vertaisarvioitu artikkelil konferenssijulkaisussa
TapahtumaIEEE 9th International Conference on Healthcare Informatics (ICHI) - Victoria, British Columbia, Victoria, Kanada
Kesto: 9 elokuuta 202112 elokuuta 2021
https://ichi2021.institute4hi.org/

Julkaisusarja

SarjaProceedings
ISSN2575-2634

Konferenssi

KonferenssiIEEE 9th International Conference on Healthcare Informatics (ICHI)
Maa/AlueKanada
KaupunkiVictoria
Ajanjakso09.08.202112.08.2021
www-osoite

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