Development of an automatic diagnostic algorithm for pediatric otitis media

TT Tran, TY Fang, VT Pham, C Lin… - Otology & …, 2018 - journals.lww.com
Background: OM is a public health issue that occurs commonly in pediatric population.
Caring for OM may incur significant indirect cost that stems mainly from loss of school or …

Development and validation of an automated classifier to diagnose acute otitis media in children

N Shaikh, SJ Conway, J Kovačević, F Condessa… - JAMA …, 2024 - jamanetwork.com
Importance Acute otitis media (AOM) is a frequently diagnosed illness in children, yet the
accuracy of diagnosis has been consistently low. Multiple neural networks have been …

Development of an algorithm for the diagnosis of otitis media

N Shaikh, A Hoberman, HE Rockette, M Kurs-Lasky - Academic Pediatrics, 2012 - Elsevier
BACKGROUND: The relative importance of signs and symptoms in the diagnosis of otitis
media has not been adequately evaluated. This has led to a large degree of variation in the …

Automated diagnosis of otitis media: vocabulary and grammar

A Kuruvilla, N Shaikh, A Hoberman… - International Journal of …, 2013 - Wiley Online Library
We propose a novel automated algorithm for classifying diagnostic categories of otitis
media: acute otitis media, otitis media with effusion, and no effusion. Acute otitis media …

Otitis media diagnosis for developing countries using tympanic membrane image-analysis

HC Myburgh, WH Van Zijl, DW Swanepoel… - …, 2016 - thelancet.com
Background Otitis media is one of the most common childhood diseases worldwide, but
because of lack of doctors and health personnel in developing countries it is often …

Towards low cost automated smartphone-and cloud-based otitis media diagnosis

HC Myburgh, S Jose, DW Swanepoel… - … Signal Processing and …, 2018 - Elsevier
Otitis media is one of the most common childhood illnesses. Access to ear specialists and
specialist equipment is rudimentary in many third world countries, and general practitioners …

Deep learning for classification of pediatric otitis media

Z Wu, Z Lin, L Li, H Pan, G Chen, Y Fu… - The …, 2021 - Wiley Online Library
Objectives/Hypothesis To create a new strategy for monitoring pediatric otitis media (OM),
we developed a brief, reliable, and objective method for automated classification using …

New approaches and technologies to improve accuracy of acute otitis media diagnosis

S Esposito, S Bianchini, A Argentiero, R Gobbi, C Vicini… - Diagnostics, 2021 - mdpi.com
Several studies have shown that in recent years incidence of acute otitis media (AOM) has
declined worldwide. However, related medical, social, and economic problems for patients …

Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid‐based deep models

O Eroğlu, M Yildirim - International Journal of Imaging Systems …, 2022 - Wiley Online Library
Otitis media with effusion (OME) is fluid accumulation in the middle ear without signs of
systemic infection. OME can cause hearing loss, ear fullness, speech retardation, and a …

Machine learning for accurate intraoperative pediatric middle ear effusion diagnosis

MG Crowson, CJ Hartnick, GR Diercks… - …, 2021 - publications.aap.org
OBJECTIVES: Misdiagnosis of acute and chronic otitis media in children can result in
significant consequences from either undertreatment or overtreatment. Our objective was to …