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Article

TeleGlaukos: A Clinician-Led Adaptive Telemonitoring Platform for Hybrid Glaucoma Care

by
Jeniffer Jesus
1,*,†,
Pedro Cardoso-Teixeira
1,*,†,
João Chibante Pedro
1,
Dália Meira
2,
Ignácio Rodriguez-Uña
3,
João Melo Beirão
4 and
Luís Bastião Silva
5,6
1
Department of Ophthalmology, Unidade Local de Saúde de Entre Douro e Vouga, 4520-211 Santa Maria da Feira, Portugal
2
Department of Ophthalmology, Unidade Local de Saúde Gaia e Espinho, 4434-502 Vila Nova de Gaia, Portugal
3
Department of Ophthalmology, Instituto Oftalmológico Fernàndez-Vega, 33012 Oviedo, Spain
4
Department of Ophthalmology, Unidade Local de Saúde Santo António, 4099-001 Porto, Portugal
5
BMD Software, 3830-352 Aveiro, Portugal
6
IEETA/DETI, University of Aveiro, 3810-193 Aveiro, Portugal
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Bioengineering 2026, 13(9), 1090; https://doi.org/10.3390/bioengineering13091090 (registering DOI)
Submission received: 27 July 2026 / Revised: 20 August 2026 / Accepted: 20 August 2026 / Published: 20 September 2026
(This article belongs to the Special Issue Advances in Ocular Diagnosis and Therapy)

Abstract

Glaucoma requires continuous surveillance, sustained treatment adherence, and timely recognition of postoperative or treatment-related complications. Conventional outpatient follow-up provides structured clinical assessment but offers limited visibility of symptoms between appointments. This study describes TeleGlaukos, a clinician-led adaptive telemonitoring platform designed for hybrid perioperative and therapeutic glaucoma care. Its principal innovation is a configurable protocol engine that transforms static symptom forms into patient-specific workflows through conditional questions, symptom-triggered branching, medication reminders, rule-based alerts, and bidirectional clinician–patient communication. The platform was implemented as a Progressive Web App connected to a modular Django backend through RESTful APIs and WebSocket-enabled communication. The clinical pilot cohort comprised 30 glaucoma patients followed between May 2025 and April 2026. The wider platform environment contained 95 registered accounts: 30 glaucoma patients, 10 ophthalmologists, 10 research or administrative users, 20 development and testing accounts, and 25 non-pilot registered users. Across the platform, 737 engaged sessions, 1329 events, 30 bidirectional messages, and 186 questionnaire responses were recorded. Structured monitoring identified suspected treatment-related adverse reactions in two patients, prompting earlier clinical reassessment and treatment adjustment. Usability was assessed in 22 respondents (18 patients and 4 ophthalmologists), yielding a mean System Usability Scale score of 79.43 ± 17.98 (95% CI: 71.46–87.40), corresponding to a Good adjective rating and an Acceptable usability range; internal consistency was high (Cronbach’s alpha = 0.882). The artificial intelligence-assisted module remained exploratory and was not evaluated as an autonomous clinical component. TeleGlaukos demonstrated technical feasibility, favourable perceived usability, and the capacity of adaptive symptom workflows to surface clinically relevant signals between visits. Larger multicentre studies are required to evaluate effectiveness, safety, adherence, workflow burden, and cost-effectiveness.
Keywords: telemonitoring; glaucoma; digital health; perioperative care; adaptive questionnaires; remote patient monitoring; system usability scale; ophthalmology telemonitoring; glaucoma; digital health; perioperative care; adaptive questionnaires; remote patient monitoring; system usability scale; ophthalmology

Share and Cite

MDPI and ACS Style

Jesus, J.; Cardoso-Teixeira, P.; Pedro, J.C.; Meira, D.; Rodriguez-Uña, I.; Beirão, J.M.; Silva, L.B. TeleGlaukos: A Clinician-Led Adaptive Telemonitoring Platform for Hybrid Glaucoma Care. Bioengineering 2026, 13, 1090. https://doi.org/10.3390/bioengineering13091090

AMA Style

Jesus J, Cardoso-Teixeira P, Pedro JC, Meira D, Rodriguez-Uña I, Beirão JM, Silva LB. TeleGlaukos: A Clinician-Led Adaptive Telemonitoring Platform for Hybrid Glaucoma Care. Bioengineering. 2026; 13(9):1090. https://doi.org/10.3390/bioengineering13091090

Chicago/Turabian Style

Jesus, Jeniffer, Pedro Cardoso-Teixeira, João Chibante Pedro, Dália Meira, Ignácio Rodriguez-Uña, João Melo Beirão, and Luís Bastião Silva. 2026. "TeleGlaukos: A Clinician-Led Adaptive Telemonitoring Platform for Hybrid Glaucoma Care" Bioengineering 13, no. 9: 1090. https://doi.org/10.3390/bioengineering13091090

APA Style

Jesus, J., Cardoso-Teixeira, P., Pedro, J. C., Meira, D., Rodriguez-Uña, I., Beirão, J. M., & Silva, L. B. (2026). TeleGlaukos: A Clinician-Led Adaptive Telemonitoring Platform for Hybrid Glaucoma Care. Bioengineering, 13(9), 1090. https://doi.org/10.3390/bioengineering13091090

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