3 papers
eess.SP2024
TFT-multi: simultaneous forecasting of vital sign trajectories in the ICU
Rosemary Y. He, Jeffrey N. Chiang
Trajectory forecasting in healthcare data has been an important area of research in precision care and clinical integration for computational methods. In recent years, generative A…
cs.LG2024
Statistical testing on generative AI anomaly detection tools in Alzheimer's Disease diagnosis
Rosemary He, Ichiro Takeuchi
Alzheimer's Disease is challenging to diagnose due to our limited understanding of its mechanism and large heterogeneity among patients. Neurodegeneration is studied widely as a bi…
cs.CV2024
Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease
Rosemary He, Gabriella Ang, Daniel Tward
Neurodegeneration as measured through magnetic resonance imaging (MRI) is recognized as a potential biomarker for diagnosing Alzheimer's disease (AD), but is generally considered l…