Juho Rousu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Machine Learning

Epidermal Growth Factor Receptor

Top Venues

PLoS computational biology

Bioinformatics (Oxford, England)

Nature biotechnology

This page only lists publications with an associated author ORCID identifier.

Publications

Aron Schulman, Juho Rousu, Tero Aittokallio, Ziaurrehman Tanoli
Attention-based approach to predict drug-target interactions across seven target superfamilies. Bioinformatics (Oxford, England) 40 (8) (2024)
Taneli Pusa, Juho Rousu
Stable biomarker discovery in multi-omics data via canonical correlation analysis. PloS one 19 (9) (2024)
Aron Schulman, Juho Rousu, Tero Aittokallio, Ziaurrehman Tanoli
Attention-based approach to predict drug-target interactions across seven target superfamilies. Bioinformatics (Oxford, England) 40 (8) (2024)
Maryam Sabzevari, Sandor Szedmak, Merja Penttilä, Paula Jouhten, Juho Rousu
Strain design optimization using reinforcement learning. PLoS computational biology 18 (6) (2022)
Grimur Hjorleifsson Eldjarn, Andrew Ramsay, Justin Johan Jozias van der Hooft, Katherine R Duncan, Sylvia Soldatou, Juho Rousu, Rónán Daly, Joe Wandy, Simon Rogers
Ranking microbial metabolomic and genomic links in the NPLinker framework using complementary scoring functions. PLoS computational biology 17 (5) (2021)
Heli Julkunen, Anna Cichońska, Prson Gautam, Sandor Szedmak, Jane Douat, Tapio Pahikkala, Tero Aittokallio, Juho Rousu
Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects. Nature communications 11 (1) (2020)
Kai Dührkop, Louis-Felix Nothias, Markus Fleischauer, Raphael Reher, Marcus Ludwig, Martin A Hoffmann, Daniel Petras, William H Gerwick, Juho Rousu, Pieter C Dorrestein, Sebastian Böcker
Systematic classification of unknown metabolites using high-resolution fragmentation mass spectra. Nature biotechnology 39 (4) (2020)
Céline Brouard, Antoine Bassé, Florence d'Alché-Buc, Juho Rousu
Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models. Metabolites 9 (8) (2019)
Kai Dührkop, Markus Fleischauer, Marcus Ludwig, Alexander A Aksenov, Alexey V Melnik, Marvin Meusel, Pieter C Dorrestein, Juho Rousu, Sebastian Böcker
SIRIUS 4: a rapid tool for turning tandem mass spectra into metabolite structure information. Nature methods 16 (4) (2019)
Anna Cichońska, Balaguru Ravikumar, Elina Parri, Sanna Timonen, Tapio Pahikkala, Antti Airola, Krister Wennerberg, Juho Rousu, Tero Aittokallio
Computational-experimental approach to drug-target interaction mapping: A case study on kinase inhibitors. PLoS computational biology 13 (8) (2017)
Jana Kludas, Mikko Arvas, Sandra Castillo, Tiina Pakula, Merja Oja, Céline Brouard, Jussi Jäntti, Merja Penttilä, Juho Rousu
Machine Learning of Protein Interactions in Fungal Secretory Pathways. PloS one 11 (7) (2016)