Heli Julkunen
Postdoctoral Researcher
Postdoctoral Researcher
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Sähköposti
heli.julkunen@aalto.fi
Tutkimusryhmät
- Professorship Rousu Juho, Postdoctoral Researcher
Julkaisut
Comprehensive interaction modeling with machine learning improves prediction of disease risk in the UK Biobank
Heli Julkunen, Juho Rousu
2025
Nature Communications
Machine Learning for Precision Medicine
Heli Julkunen
2025
Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects
Heli Julkunen, Anna Cichonska, Prson Gautam, Sandor Szedmak, Jane Douat, Tapio Pahikkala, Tero Aittokallio, Juho Rousu
2020
Nature Communications
A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction
Sandor Szedmak, Anna Cichonska, Heli Julkunen, Tapio Pahikkala, Juho Rousu
2020
arXiv.org
Learning with multiple pairwise kernels for drug bioactivity prediction
Anna Cichonska, Tapio Pahikkala, Sandor Szedmak, Heli Julkunen, Antti Airola, Markus Heinonen, Tero Aittokallio, Juho Rousu
2018
Bioinformatics