From blink to care: smartphone video-based functional analysis and personalized management in pediatric blepharoptosis - PubMed
3 hours ago
- #personalized care
- #pediatric blepharoptosis
- #smartphone-based analysis
- Early detection of congenital ptosis is crucial to prevent visual and psychosocial issues in children.
- A smartphone-based system was developed with three modules: morphological assessment, functional analysis, and a dialogue model.
- The morphological module showed high accuracy (intraclass correlation coefficients >0.90) compared to manual assessments.
- The functional module identified levator dysfunction with an AUC of 0.993 and achieved high stratification accuracy (0.91 internal, 0.89 real-world).
- The dialogue model improved correctness and applicability, performing comparably to GPT-4o and achieving a patient satisfaction score of 4.93/5.
- This platform enables precise ptosis evaluation and personalized care, facilitating informed decision-making in oculoplastic practice.