Doktorsavhandling, sammanläggning

Doctoral thesis, comprehensive summary

• Towards Trustworthy Survival Analysis with Machine Learning Models

  (2025) Se post i DIVALäs fulltextView record in DiVARead full textDoktorsavhandling, sammanläggningDoctoral thesis, comprehensive summary

Artikel i tidskrift

Article in journal

• The Concordance Index Decomposition : A Measure for a Deeper Understanding of Survival Prediction Models

  (2024) PublishedSe post i DIVALäs fulltextView record in DiVARead full textArtikel i tidskriftArticle in journal

Konferensbidrag

Conference paper

• Improving Concordance Index in Regression-based Survival Analysis : Discovery of Loss Function for Neural Networks

  (2024) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

• Understanding Survival Models through Counterfactual Explanations

  (2024) Se post i DIVAView record in DiVAKonferensbidragConference paper

• Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data

  (2023) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

• SurvSHAP : A Proxy-Based Algorithm for Explaining Survival Models with SHAP

  (2022) Se post i DIVAView record in DiVAKonferensbidragConference paper

Licentiatavhandling, sammanläggning

Licentiate thesis, comprehensive summary

• Machine Learning Survival Models : Performance and Explainability

  (2023) Se post i DIVALäs fulltextView record in DiVARead full textLicentiatavhandling, sammanläggningLicentiate thesis, comprehensive summary

Manuskript (preprint)

Manuscript (preprint)

• Heterogeneous Federated Learning via Personalized Generative Networks

  () Se post i DIVALäs fulltextView record in DiVARead full textManuskript (preprint)Manuscript (preprint)

• CoxSE : Exploring the Potential of Self-Explaining Neural Networks with Cox Proportional Hazards Model for Survival Analysis

  () Se post i DIVAView record in DiVAManuskript (preprint)Manuscript (preprint)