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Book chapter Scopus Source The journal / series is indexed in Scopus (SCImago list). The article itself has not been verified. 0 Citations Quartil Q3

Comparative Survival Analysis Using Machine Learning Models With and Without Topological Data Analysis

Diankatu, Mavambu , Duque, Jorge , de Vasconcelos, José Braga , Filipe, Vítor
ISLA — Instituto Politécnico de Gestão e Tecnologia
IFIP Advances in Information and Communication Technology, 2026 Published by: Springer Nature Switzerland
DOI: 10.1007/978-3-032-28939-1_5

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Abstract
Abstract not provided by the author or the indexing source.

Keywords

#survival analysis #topological data analysis #persistent homology #lung transplantation #Cox proportional hazards model #random survival forest #DeepSurv #deep neural network #risk prediction #concordance index #risk discrimination #biomedical data #Artificial Intelligence #Computer science

Bibliographic Details

Publication Type Book chapter
Publication Year 2026
Journal / Conference / Work IFIP Advances in Information and Communication Technology
ISSN 1868-4238
ISBN 9783032289384
Publisher Springer Nature Switzerland
Quartile (SCImago) Q3
Scopus Indexing Indexed source (via SCImago)

ISLA Authors & Affiliations

J
Jorge Manuel Pereira Duque
jorge.duque@islagaia.pt ID: FD15-6377-8559
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