Explainable Survival Analysis of Censored Clinical Data Using a Neural Network Approach

Survival analysis is a statistical approach widely employed to model the time of an event, such as a patient’s death. Classical approaches include the Kaplan–Meier estimator and Cox proportional hazards regression, which assume a linear relationship between the model’s covariates. However, the linea...

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Үндсэн зохиолчид:	Lisa Anita De Santi, Francesca Orlandini, Vincenzo Positano, Laura Pistoia, Francesco Sorrentino, Giuseppe Messina, Maria Grazia Roberti, Massimiliano Missere, Nicolò Schicchi, Antonino Vallone, Maria Filomena Santarelli, Alberto Clemente, Antonella Meloni
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2025-03-01
Цуврал:	BioMedInformatics
Нөхцлүүд:	survival analysis thalassemia major cardiac event neural network deep learning XAI
Онлайн хандалт:	https://www.mdpi.com/2673-7426/5/2/17
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!