Nature

A clinical machine learning model for 1-year functional outcome prediction in acute ischemic stroke: temporal validation across evolving guidelines

Acute ischemic stroke (AIS) remains a leading cause of mortality and long-term disability worldwide, imposing a heavy burden on public health systems 1,2. Despite the widespread adoption of acute ...
Nature

Development of a machine learning-based model for predicting the functional outcome of patients with proximal femur fractures

Early-stage rehabilitation is crucial for the functional recovery of patients with proximal femur fractures. Predicting functional prognosis at such an early stage can simplify the process of planning ...
ascopubs.org

Dynamic Mortality Risk Prediction in Myelodysplastic Syndromes Using Longitudinal Clinical Data

Patients with myelodysplastic syndromes (MDS) exhibit diverse disease trajectories necessitating different clinical approaches ranging from watch-and-wait strategies to hematopoietic stem cell ...