Author
University of Eastern FinlandORCID 0000-0002-5885-0003Unclaimed ORCID profile · follow to get notified of new preprints
4 papers
Recent·Most cited
Konstantin Ivanov, Mouhamad Al Moussawy, Frederik Kirk…·Merja Heinäniemi
CyStainer imputes markers in high-parameter cytometry data without shared markers, outperforming existing methods in panel merging and dataset integration.
Fahad Sohrab, Atul Kumar, Virpi Ahola…·Sui Huang
This paper develops a subspace one-class classification framework for proteomics-driven anomaly detection using healthy reference data to identify disease patterns across multiple conditions.
Trung Ngô Trọng, Roger Kramer, Juha Mehtonen…·Merja Heinäniemi
The paper introduces a semi-supervised generative model for single-cell data using CITE-seq protein counts to improve gene expression analysis.
Juha Mehtonen, Petri Pölönen, Sergei Häyrynen…·M. Heinäniemi
The paper develops a method for stratifying molecular profiles across datasets and applies it to hematological malignancies, revealing differential DNA methylation in a leukemia cluster.