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Smartphone-Guided Algorithms for Use by Community Volunteers to Screen and Refer People With Eye Problems in Trans Nzoia County, Kenya: Development and Validation Study.

Hillary K Rono MMedAndrew BastawrousDavid MacLeodCosmas BunyweraRonald MamboleoEmmanuel WanjalaMatthew J Burton
Published in: JMIR mHealth and uHealth (2020)
Development of such an algorithm is feasible; however, it requires considerable effort and resources. CVs can accurately use the Peek Community Screening app to identify and refer people with eye problems. An iterative design process is necessary to ensure validity in the local context.
Keyphrases
  • mental health
  • machine learning
  • healthcare
  • deep learning
  • high throughput