praveena satti

BioTwin-PE: An Uncertainty-Aware Multimodal State-Space Framework and Validation Protocol for Longitudinal Placental Monitoring

Placental assessment is necessarily intermittent, while ma- ternal and fetal physiology evolve continuously. This mis- match limits the ability of conventional visit-level prediction models to represent changes occurring between examinations. We present BioTwin-PE, a methods fram...

BioTwin-PE: An Uncertainty-Aware Multimodal State-Space Framework and Validation Protocol for Longitudinal Placental Monitoring

Placental assessment is necessarily intermittent, while ma- ternal and fetal physiology evolve continuously. This mis- match limits the ability of conventional visit-level prediction models to represent changes occurring between examinations. We present BioTwin-PE, a methods fram...