Pekka Marttinen

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Staphylococcus Aureus

Top Venues

PLoS computational biology

Journal of the Royal Society, Interface

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

Publications

Shinji Hotta, Mikko Kytö, Saila Koivusalo, Seppo Heinonen, Pekka Marttinen
Optimizing postprandial glucose prediction through integration of diet and exercise: Leveraging transfer learning with imbalanced patient data. PloS one 19 (8) (2024)
Shinji Hotta, Mikko Kytö, Saila Koivusalo, Seppo Heinonen, Pekka Marttinen
Optimizing postprandial glucose prediction through integration of diet and exercise: Leveraging transfer learning with imbalanced patient data. PloS one 19 (8) (2024)
Mikko Kytö, Saila B Koivusalo, Heli Tuomonen, Lisbeth Strömberg, Antti Ruonala, Pekka Marttinen, Seppo Heinonen, Giulio Jacucci
Supporting the Management of Gestational Diabetes Mellitus With Comprehensive Self-Tracking: Mixed Methods Study of Wearable Sensors. JMIR diabetes 8 (2023)
Onur Poyraz, Mohamad R Abdul Sater, Loren G Miller, James A McKinnell, Susan S Huang, Yonatan Hagai Grad, Pekka Marttinen
Modelling methicillin-resistant Staphylococcus aureus decolonization: interactions between body sites and the impact of site-specific clearance. Journal of the Royal Society, Interface 19 (191) (2022)
Tianyu Cui, Khaoula El Mekkaoui, Jaakko Reinvall, Aki Samuli Havulinna, Pekka Marttinen, Samuel Kaski
Gene-gene interaction detection with deep learning. Communications biology 5 (1) (2022)
Bryan A Wee, Joana Alves, Diane S J Lindsay, Ann-Brit Klatt, Fiona A Sargison, Ross L Cameron, Amy C Pickering, Jamie Gorzynski, Jukka Corander, Pekka Marttinen, Bastian Opitz, Andrew J Smith, J Ross Fitzgerald
Population analysis of Legionella pneumophila reveals a basis for resistance to complement-mediated killing. Nature communications 12 (1) (2021)
Marko Järvenpää, Mohamad R Abdul Sater, Georgia K Lagoudas, Paul C Blainey, Loren G Miller, James A McKinnell, Susan S Huang, Yonatan H Grad, Pekka Marttinen
A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation. PLoS computational biology 15 (4) (2019)
Pekka Marttinen, William P Hanage
Speciation trajectories in recombining bacterial species. PLoS computational biology 13 (7) (2017)