Anna Cichonska

According to our database, Anna Cichonska authored at least 8 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Preference Optimization for Molecular Language Models.

Ryan Park, Ryan Theisen, Navriti Sahni, Marcel Patek, Anna Cichonska, Rayees Rahman

CoRR, 2023

2021

Modeling drug combination effects via latent tensor reconstruction.

Tianduanyi Wang, Sándor Szedmák, Haishan Wang, Tero Aittokallio, Tapio Pahikkala, Anna Cichonska, Juho Rousu

Bioinform., 2021

2020

A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction.

Sándor Szedmák, Anna Cichonska, Heli Julkunen, Tapio Pahikkala, Juho Rousu

CoRR, 2020

2018

Machine Learning for Systems Pharmacology.

Anna Cichonska

PhD thesis, 2018

Learning with multiple pairwise kernels for drug bioactivity prediction.

Anna Cichonska, Tapio Pahikkala, Sándor Szedmák, Heli Julkunen, Antti Airola, Markus Heinonen, Tero Aittokallio, Juho Rousu

Bioinform., 2018

2017

Computational-experimental approach to drug-target interaction mapping: A case study on kinase inhibitors.

Anna Cichonska, Balaguru Ravikumar, Elina Parri, Sanna Timonen, Tapio Pahikkala, Antti Airola, Krister Wennerberg, Juho Rousu, Tero Aittokallio

PLoS Comput. Biol., 2017

2016

metaCCA: summary statistics-based multivariate meta-analysis of genome-wide association studies using canonical correlation analysis.

Anna Cichonska, Juho Rousu, Pekka Marttinen, Antti J. Kangas, Pasi Soininen, Terho Lehtimäki, Olli T. Raitakari, Marjo-Riitta Järvelin, Veikko Salomaa, Mika Ala-Korpela, Samuli Ripatti, Matti Pirinen

Bioinform., 2016

2013

Comparative analysis of the annotation systems of Mus musculus high density expression microarray.

Anna Cichonska, Roman Jaksik, Joanna Polanska, Wieslawa Widlak

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013