2 papers
stat.ME2026
A new method for augmenting short time series, with application to pain events in sickle cell disease
Kumar Utkarsh, Nirmish R. Shah, Tanvi Banerjee +1
Researchers across different fields, including but not limited to ecology, biology, and healthcare, often face the challenge of sparse data. Such sparsity can lead to uncertainties…
cs.AI2023
Pain Forecasting using Self-supervised Learning and Patient Phenotyping: An attempt to prevent Opioid Addiction
Swati Padhee, Tanvi Banerjee, Daniel M. Abrams +1
Sickle Cell Disease (SCD) is a chronic genetic disorder characterized by recurrent acute painful episodes. Opioids are often used to manage these painful episodes; the extent of th…