Data-driven comorbidity analysis of 100 common disorders reveals patient subgroups with differing mortality risks and laboratory correlatesMiika Koskinen, Risto Renkonen, Olli Carpén et al.|Scientific Reports|2022Cited by 15
Survival and data-driven phenotypes in head and neck cancerAnni Heinolainen, Miika Koskinen, Risto Renkonen|Scientific Reports|2025Cited by 13
SeqRisk: Transformer-augmented latent variable model for robust survival prediction with longitudinal dataMine Öğretir, Harri Lähdesmäki, Miika Koskinen et al.|Unknown|2026Cited by 1
Time-Aware Contrastive Transformer for Longitudinal Patient Representation LearningAnni Heinolainen, Miika Koskinen, Arushi Arora et al.|medRxiv|2026Cited by 0
Learning Patient-Specific Event Sequence Representations for Clinical Process AnalysisKatalin Sólyomvári, Miika Koskinen, Tuomo Antikainen et al.|medRxiv|2026Cited by 0