Probabilistic modeling and machine learning in structural and systems biology

por Kaski, Samuel, Rousu, Juho, Ukkonen, Esko
Publicado 2007

Inferring branching pathways in genome-scale metabolic networks

por Pitkänen, Esa, Jouhten, Paula, Rousu, Juho
Publicado 2009

Metabolite Identification through Machine Learning — Tackling CASMI Challenge Using FingerID

por Shen, Huibin, Zamboni, Nicola, Heinonen, Markus, Rousu, Juho
Publicado 2013

Metabolite identification through multiple kernel learning on fragmentation trees

por Shen, Huibin, Dührkop, Kai, Böcker, Sebastian, Rousu, Juho
Publicado 2014

Effect of brand and advertising medium on demand for e-cigarettes: Evidence from an experimental auction()

por Rousu, Matthew C., O'Connor, Richard, Corrigan, Jay
Publicado 2017

Principal metabolic flux mode analysis

por Bhadra, Sahely, Blomberg, Peter, Castillo, Sandra, Rousu, Juho
Publicado 2018

Systematic mapping of cancer cell target dependencies using high-throughput drug screening in triple-negative breast cancer

por Wang, Tianduanyi, Gautam, Prson, Rousu, Juho, Aittokallio, Tero
Publicado 2020

Herd immunity at what price? Using auctions to estimate what university students must be paid to get the flu vaccine

por Clark, Nick, Corrigan, Jay R., Rousu, Matthew C.
Publicado 2021

Probabilistic framework for integration of mass spectrum and retention time information in small molecule identification

por Bach, Eric, Rogers, Simon, Williamson, John, Rousu, Juho
Publicado 2020

Applicability of Generic Assays Based on Liquid Chromatography–Electrospray Mass Spectrometry to Study in vitro Metabolism of 55 Structurally Diverse Compounds

por Rousu, Timo, Hokkanen, Juho, Pelkonen, Olavi R., Tolonen, Ari
Publicado 2010

Smokers' BMI and perceived health: Does the order of questions matter?

por Rousu, Matthew C., O'Connor, Richard, Bansal-Travers, Maansi
Publicado 2016

Custom-Shaped Organic Photovoltaic Modules—Freedom of Design by Printing

por Välimäki, M., Jansson, E., Korhonen, P., Peltoniemi, A., Rousu, S.
Publicado 2017

Towards structured output prediction of enzyme function

por Astikainen, Katja, Holm, Liisa, Pitkänen, Esa, Szedmak, Sandor, Rousu, Juho
Publicado 2008

How much is social media worth? Estimating the value of Facebook by paying users to stop using it

por Corrigan, Jay R., Alhabash, Saleem, Rousu, Matthew, Cash, Sean B.
Publicado 2018

Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models

por Brouard, Céline, Bassé, Antoine, d’Alché-Buc, Florence, Rousu, Juho
Publicado 2019

Strain design optimization using reinforcement learning

por Sabzevari, Maryam, Szedmak, Sandor, Penttilä, Merja, Jouhten, Paula, Rousu, Juho
Publicado 2022

An analytic and systematic framework for estimating metabolic flux ratios from (13)C tracer experiments

por Rantanen, Ari, Rousu, Juho, Jouhten, Paula, Zamboni, Nicola, Maaheimo, Hannu, Ukkonen, Esko
Publicado 2008

Information Theoretic Methods for Bioinformatics

por Rissanen, Jorma, Grünwald, Peter, Heikkonen, Jukka, Myllymäki, Petri, Roos, Teemu, Rousu, Juho
Publicado 2008

Selected proceedings of Machine Learning in Systems Biology: MLSB 2016

por van Dijk, Aalt D. J., Lähdesmäki, Harri, de Ridder, Dick, Rousu, Juho
Publicado 2016

Biomarker Discovery by Sparse Canonical Correlation Analysis of Complex Clinical Phenotypes of Tuberculosis and Malaria

por Rousu, Juho, Agranoff, Daniel D., Sodeinde, Olugbemiro, Shawe-Taylor, John, Fernandez-Reyes, Delmiro
Publicado 2013