Structured simulation-based training with frugal ophthalmic instruments rapidly equips non-ophthalmologists to identify malarial retinopathy
Wilson, K. J.; Kousha, O.; Nkume, H.; Muiruri-Liomba, A.; Beare, N. A.; Blaikie, A.
Show abstract
BackgroundMalaria, particularly cerebral malaria, poses a significant health threat, especially for children in sub-Saharan Africa. Identification of malarial retinopathy (MR) has diagnostic value in cerebral malaria but can be impractical due to lack of availability of trained and equipped ophthalmic specialists. Recent developments in low-cost simulation tools and ophthalmoscopes offer the potential to train non-ophthalmologists to offer fundus assessments in low-resource settings. MethodsTwenty non-ophthalmologist healthcare providers in Malawi attended a training program focused on identification of MR using direct and binocular indirect ophthalmoscopy. The curriculum included didactic sessions, hands-on practice with simulation eyes, and assessment of skill acquisition with immediate feedback. Pre- and post-training confidence surveys were conducted. ResultsParticipants demonstrated significant improvement in identification of malarial retinopathy after completing the training, with a mean accuracy of 83%. Clinician confidence levels increased across all domains of retinal examination covered in the course. ConclusionStructured simulation-based training using frugal ophthalmoscopes can equip non-ophthalmologists with skills to identify MR in simulation eyes. Future work should focus on long-term skill retention and validation in a real-world clinical setting.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Factors Affecting Guardians’ Decision Making on Clinic-based Purchase of Children’s Spectacles in Nigeria 95%
- Prevalence and causes of blindness and visual impairment in Kogi state, Nigeria – Findings from a Rapid Assessment of Avoidable Blindness survey 94%
- Identifying the Influencing Factors for Cataract Surgery Uptake in Malaysia 94%
Similar papers in this journal
Similar papers in this journal
- Prevalence, incidence and risk factors for myopia among urban and rural children in southern China: protocol for a school-based cohort study 93%
- Diagnostic Performance of Deep Learning in Infectious Keratitis: A Systematic Review and Meta-Analysis Protocol 93%
- Developing a video expert panel as a reference standard to evaluate respiratory rate counting in paediatric pneumonia diagnosis: protocol for a cross-sectional study 92%
Similar papers in this journal
- Validation of the patient reported outcome measures tool “Catquest” in Odia language 92%
- Clinicopathological Evaluation of Dry eyes and Ocular surface in Newly diagnosed patients of Hyperthyroidism and Hypothyroidism and its Comparison to Healthy Subjects 92%
- Evaluation of Self-Directed Learning Activities at King Abdulaziz University: A Qualitative Study of Faculty Perceptions 89%
Similar papers in this journal
- Detecting papilloedema as a marker of raised intracranial pressure using artificial intelligence: a systematic review 93%
- A Comparison of CXR-CAD Software to Radiologists in Identifying COVID-19 in Individuals Evaluated for Sars CoV 2 Infection in Malawi and Zambia 91%
- Socioeconomic and demographic patterning of family uptake of a paediatric electronic patient portal innovation 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.