sleep Generated by Clipdrop

Forecast-RBD: Phenoconversion Prediction of isolated REM Sleep Behavior Disorder

Accurately forecast neurodegeneration in RBD patients using just eight clinical indicators.
Streamline prognosis prediction, enhancing efficiency for healthcare providers.

Feature

The primary purpose of our REM Sleep Behavior Disorder (RBD) Prognosis Assessment Tool is to enhance patient care by offering clinicians a robust resource for predicting and elucidating patient prognosis, as well as assisting in the formulation of comprehensive treatment plans. Utilizing just eight specific clinical indicators, this tool generates a detailed prognosis report, aiding healthcare providers in making well-informed decisions. These indicators are meticulously selected from the latest advancements in research and clinical studies, ensuring the highest accuracy and relevance in our predictive analysis. Our goal is to provide a user-friendly, informative tool that not only simplifies the assessment of RBD prognosis but also contributes significantly to the effective management and treatment of patients with RBD.

It's important to note that the models used for these reports have not undergone external validation yet. Therefore, the results should be interpreted with caution and considered as one part of a broader clinical evaluation.

References

Shin YW, Byun JI, Kim HJ, Jung KY. FORECAST-RBD: Forecasting Phenoconversion Risks and Its Clinical Phenotype in Patients with Isolated RBD Using Machine Learning and Explainable AI. Published online June 3, 2024:2024.06.02.24308240. doi:10.1101/2024.06.02.24308240