Navid Seidi
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View article: Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models
Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models Open
The diversity in disease profiles and therapeutic approaches between hospitals and health professionals underscores the need for patient-centric personalized strategies in healthcare. Alongside this, similarities in disease progression acr…
View article: Using Geographic Location-Based Public Health Features in Survival Analysis
Using Geographic Location-Based Public Health Features in Survival Analysis Open
Time elapsed till an event of interest is often modeled using the survival analysis methodology, which estimates a survival score based on the input features. There is a resurgence of interest in developing more accurate prediction models …