Beyond labels: determining the true type of blood gas samples in ICU patients through supervised machine learning.

Johan Mårtensson

Johan Helleberg Anna Sundelin Johan Mårtensson Olav Rooyackers Ragnar Thobaben Beyond labels: determining the true type of blood gas samples in ICU patients through supervised machine learning. 275 2025 December 25 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-025-03115-3 db/journals/midm/midm25.html#HellebergSMRT25 streams/journals/midm

Björn Lampinen Filip Szczepankiewicz Jimmy Lätt Linda Knutsson Johan Mårtensson Isabella M. Björkman-Burtscher Danielle van Westen Pia C. Sundgren Freddy Ståhlberg Markus Nilsson Probing brain tissue microstructure with MRI: principles, challenges, and the role of multidimensional diffusion-relaxation encoding. 120338 2023 November 282 NeuroImage https://doi.org/10.1016/j.neuroimage.2023.120338 db/journals/neuroimage/neuroimage282.html#LampinenSLKMBWSSN23

Julian D. Karch Elisa Filevich Elisabeth Wenger Nina Lisofsky Maxi Becker Oisin Butler Johan Mårtensson Ulman Lindenberger Andreas M. Brandmaier Simone Kühn Identifying predictors of within-person variance in MRI-based brain volume estimates. 575-589 2019 200 NeuroImage https://doi.org/10.1016/j.neuroimage.2019.05.030 https://www.wikidata.org/entity/Q92159091 db/journals/neuroimage/neuroimage200.html#KarchFWLBBMLBK19

Björn Lampinen Filip Szczepankiewicz Johan Mårtensson Danielle van Westen Pia C. Sundgren Markus Nilsson Neurite density imaging versus imaging of microscopic anisotropy in diffusion MRI: A model comparison using spherical tensor encoding. 517-531 2017 147 NeuroImage https://doi.org/10.1016/j.neuroimage.2016.11.053 https://www.wikidata.org/entity/Q39141832 db/journals/neuroimage/neuroimage147.html#LampinenSMWSN17

Mario Pannunzi Rikkert Hindriks Ruggero G. Bettinardi Elisabeth Wenger Nina Lisofsky Johan Mårtensson Oisin Butler Elisa Filevich Maxi Becker Martyna Lochstet Simone Kühn Gustavo Deco Resting-state fMRI correlations: From link-wise unreliability to whole brain stability. 250-262 2017 157 NeuroImage https://doi.org/10.1016/j.neuroimage.2017.06.006 https://www.wikidata.org/entity/Q38733399 db/journals/neuroimage/neuroimage157.html#PannunziHBWLMBF17

Martin Bellander Rasmus Berggren Johan Mårtensson Yvonne Brehmer Elisabeth Wenger Tie-Qiang Li Nils Christian Bodammer Yee Lee Shing Markus Werkle-Bergner Martin Lövdén Behavioral correlates of changes in hippocampal gray matter structure during acquisition of foreign vocabulary. 205-213 2016 131 NeuroImage https://doi.org/10.1016/j.neuroimage.2015.10.020 https://www.wikidata.org/entity/Q33445497 db/journals/neuroimage/neuroimage131.html#BellanderBMBWLB16

Tiina Salminen 0001 Johan Mårtensson Torsten Schubert Simone Kühn Increased integrity of white matter pathways after dual n-back training. 244-250 2016 133 NeuroImage https://doi.org/10.1016/j.neuroimage.2016.03.028 https://www.wikidata.org/entity/Q48819851 db/journals/neuroimage/neuroimage133.html#SalminenMSK16

Nina Lisofsky Johan Mårtensson Anne Eckert Ulman Lindenberger Jürgen Gallinat Simone Kühn Hippocampal volume and functional connectivity changes during the female menstrual cycle. 154-162 2015 118 NeuroImage https://doi.org/10.1016/j.neuroimage.2015.06.012 https://www.wikidata.org/entity/Q48136996 db/journals/neuroimage/neuroimage118.html#LisofskyMELGK15

Elisabeth Wenger Sabine Schaefer Hannes Noack Simone Kühn Johan Mårtensson Hans-Jochen Heinze Emrah Düzel Lars Bäckman Ulman Lindenberger Martin Lövdén Cortical thickness changes following spatial navigation training in adulthood and aging. 3389-3397 2012 59 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2011.11.015 https://www.wikidata.org/entity/Q51842315 db/journals/neuroimage/neuroimage59.html#WengerSNKMHDBLL12

Johan Mårtensson Johan Gunnar Eriksson Nils Christian Bodammer Magnus Lindgren Mikael Johansson 0002 Lars Nyberg Martin Lövdén Growth of language-related brain areas after foreign language learning. 240-244 2012 63 NeuroImage 1 https://doi.org/10.1016/j.neuroimage.2012.06.043 https://www.wikidata.org/entity/Q48454162 db/journals/neuroimage/neuroimage63.html#MartenssonEBLJNL12

Koen Claessen Johan Mårtensson An Operational Semantics for Weak PSL. 337-351 https://doi.org/10.1007/978-3-540-30494-4_24 2004 conf/fmcad/2004 FMCAD db/conf/fmcad/fmcad2004.html#ClaessenM04 Lars Bäckman Maxi Becker Martin Bellander Rasmus Berggren Ruggero G. Bettinardi Isabella M. Björkman-Burtscher Nils Christian Bodammer Andreas M. Brandmaier Yvonne Brehmer Oisin Butler Koen Claessen Gustavo Deco Emrah Düzel Anne Eckert Johan Gunnar Eriksson Elisa Filevich Jürgen Gallinat Hans-Jochen Heinze Johan Helleberg Rikkert Hindriks Mikael Johansson 0002 Julian D. Karch Linda Knutsson Simone Kühn Björn Lampinen Jimmy Lätt Tie-Qiang Li Ulman Lindenberger Magnus Lindgren Nina Lisofsky Martyna Lochstet Martin Lövdén Markus Nilsson Hannes Noack Lars Nyberg Mario Pannunzi Olav Rooyackers Tiina Salminen 0001 Sabine Schaefer Torsten Schubert Yee Lee Shing Freddy Ståhlberg Anna Sundelin Pia C. Sundgren Filip Szczepankiewicz Ragnar Thobaben Elisabeth Wenger Markus Werkle-Bergner Danielle van Westen