Vitenskapelig foredrag

• Kvalheim, Olav Martin; Rajalahti, Tarja (2024). Can chemometrics and metabolomics provide information about a healthy lifestyle?. (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja (2021). A novel approach to handle confounders in multicollinear data - applied to study the relation of a measure of insulin resistance (the HOMA score) to lipoprotein subclass patterns in serum from prepubertal children. (ekstern lenke)
• Kvalheim, Olav Martin; Grung, Bjørn; Rajalahti, Tarja (2019). Optimal Partial Least Squares models and predictions of properties using Monte Carlo resampling strategies. (ekstern lenke)
• Kvalheim, Olav Martin; Grung, Bjørn; Rajalahti, Tarja (2019). Optimal partial least squares models and predictions of properties using Monte Carlo resampling strategies. (ekstern lenke)
• Kvalheim, Olav Martin; Arneberg, Reidar; Grung, Bjørn et al. (2018). Development and maintenance of process models - automating the selection and updating of models. (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja (2018). Bruk av kjemometri til persontilpasset forebygging av livsstilssykdommer. (ekstern lenke)
• Kvalheim, Olav Martin; Arneberg, Reidar; Rajalahti, Tarja (2017). Monte Carlo Cross validation for component selection and determination of prediction error in latent-variable regression. (ekstern lenke)
• Kvalheim, Olav Martin; Arneberg, Reidar; Grung, Bjørn et al. (2017). Determination of optimum number of components in partial least squares regression. (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja; Arneberg, Reidar et al. (2007). Target projection and proper data pre-treatment for the analysis of proteomic profiles. (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja; Arneberg, Reidar et al. (2007). Analysis of Proteomic Profiles. (ekstern lenke)
• Rajalahti, Tarja; Arneberg, Reidar; Flikka, Kristian et al. (2007). Preteatment of Mass Spectral Profiles: Application to proteomic data. (ekstern lenke)

Populærvitenskapelig artikkel

• Kvalheim, Olav Martin; Rajalahti, Tarja (2024). Interaksjon mellom marine omega-3 fettsyrer og fysisk aktivitet forebygger hjerte/kar-uhelse. (ekstern lenke)

Vitenskapelig artikkel

• Kvalheim, Olav Martin; Rajalahti, Tarja (2024). Omega-3 Marine Fatty Acid Supplementation to Healthy Subjects Interacts With Moderate Physical Activity to Provide a Cardiovascular Healthier Lipoprotein Subclass Profile. (ekstern lenke)
• Skinnes, Mari Nilsen; Moe, Rikke Helene; Johansen, Thomas et al. (2023). Work Ability in the Year after Rehabilitation—Results from the RehabNytte Cohort. (ekstern lenke)
• Hopland-Nechita, Florin Vasile; Andersen, John Roger; Rajalahti, Tarja et al. (2023). Identifying possible biomarkers of lower urinary tract symptoms using metabolomics and partial least square regression. (ekstern lenke)
• Jones, Paul Remy; Rajalahti, Tarja; Resaland, Geir Kåre et al. (2022). Associations of lipoprotein particle profile and objectively measured physical activity and sedentary time in schoolchildren: a prospective cohort study. (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja; Aadland, Eivind (2022). An approach to assess and adjust for the influence of multicollinear covariates on metabolomics association patterns-applied to a study of the associations between a comprehensive lipoprotein profile and the homeostatic model assessment of insulin resistance. (ekstern lenke)
• Rajalahti, Tarja; Aadland, Eivind; Resaland, Geir Kåre et al. (2021). Cardiometabolic associations between physical activity, adiposity, and lipoprotein subclasses in prepubertal norwegian children. (ekstern lenke)
• Rajalahti, Tarja; Aadland, Eivind; Resaland, Geir Kåre et al. (2021). Influence of adiposity and physical activity on the cardiometabolic association pattern of lipoprotein subclasses to aerobic fitness in prepubertal children. (ekstern lenke)
• Jones, Paul Remy; Rajalahti, Tarja; Resaland, Geir Kåre et al. (2021). Cross-sectional and prospective associations between aerobic fitness and lipoprotein particle profile in a cohort of Norwegian schoolchildren. (ekstern lenke)
• Kvalheim, Olav Martin; Grung, Bjørn; Rajalahti, Tarja (2019). Number of components and prediction error in partial least squares regression determined by Monte Carlo resampling strategies. (ekstern lenke)
• Jones, Paul Remy; Rajalahti, Tarja; Resaland, Geir Kåre et al. (2019). Associations of physical activity and sedentary time with lipoprotein subclasses in Norwegian schoolchildren: The Active Smarter Kids (ASK) study. (ekstern lenke)
• Kvalheim, Olav Martin; Arneberg, Reidar; Grung, Bjørn et al. (2018). Determination of optimum number of components in partial least squares regression from distributions of the root‐mean‐squared error obtained by Monte Carlo resampling. (ekstern lenke)
• Resaland, Geir Kåre; Rajalahti, Tarja; Aadland, Eivind et al. (2018). Strong association between cardiorespiratory fitness and serum lipoprotein subclass pattern in prepubertal healthy children. (ekstern lenke)
• Aadland, Eivind; Kvalheim, Olav Martin; Rajalahti, Tarja et al. (2017). Aerobic fitness and metabolic health in children: A clinical validation of directly measured maximal oxygen consumption versus performance measures as markers of health. (ekstern lenke)
• Lin, Chenchen; Andersen, John Roger; Våge, Villy et al. (2016). Intensive lifestyle intervention provides rapid reduction of serum fatty acid levels in women with severe obesity without lowering omega-3 to unhealthy levels. (ekstern lenke)
• Rajalahti, Tarja; Lin, Chenchen; Mjøs, Svein Are et al. (2016). Changes in serum fatty acid and lipoprotein subclass concentrations from prepuberty to adulthood and during aging. (ekstern lenke)
• Lin, Chenchen; Rajalahti, Tarja; Mjøs, Svein Are et al. (2016). Predictive associations between serum fatty acids and lipoproteins in healthy non-obese Norwegians: implications for cardiovascular health. (ekstern lenke)
• Rajalahti, Tarja; Lin, Chenchen; Mjøs, Svein Are et al. (2016). Serum fatty acid and lipoprotein subclass concentrations and their associations in prepubertal healthy Norwegian children. (ekstern lenke)
• Matikainen, Minna; Rajalahti, Tarja; Peltoniemi, Marikki et al. (2015). Determinants of New Product Launch Success in the Pharmaceutical Industry. (ekstern lenke)
• Kvalheim, Olav Martin; Arneberg, Reidar; Bleie, Olav L. et al. (2014). Variable importance in latent variable regression models. (ekstern lenke)
• Provan, Fiona; Jensen, Linda Beate; Uleberg, Kai-Erik et al. (2013). Proteomic analysis of epidermal mucus from sea liceinfected Atlantic salmon, Salmo salar L. (ekstern lenke)
• Provan, Fiona; Uleberg, Kai-Erik; Larssen, Eivind et al. (2013). Proteomic analysis of epidermal mucus from sea lice–infected Atlantic salmon, Salmo salar. (ekstern lenke)
• Kvalheim, Tarja Anniki Rajalahti; Kroksveen, Ann Cathrine; Arneberg, Reidar et al. (2010). A multivariate approach to reveal biomarker signatures for disease classification: application to mass spectral profiles of cerebrospinal fluid from patients with multiple sclerosis. (ekstern lenke)
• Rajalahti, Tarja; Arneberg, Reidar; Kroksveen, Ann Cathrine et al. (2009). Discriminating Variable Test and Selectivity Ratio Plot: Quantitative Tools for Interpretation and Variable (Biomarker) Selection in Complex Spectral or Chromatographic Profiles. (ekstern lenke)
• Rajalahti, Tarja; Arneberg, Reidar; Berven, Frode et al. (2009). Biomarker discovery in mass spectral profiles by means of selectivity ratio plot. (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja; Arneberg, Reidar (2009). X-tended target projection (XTP) - comparison with orthogonal partial least squares (OPLS) and PLS post-processing by similarity transformation (PLS + ST). (ekstern lenke)
• Arneberg, Reidar; Rajalahti, Tarja; Flikka, Kristian et al. (2007). Pretreatment of mass spectral profiles: Application to proteomic data. (ekstern lenke)
• Berven, Frode; Kroksveen, Ann Cathrine; Berle, Magnus Foldal et al. (2007). Pre-analytical influence on the low molecular weight cerebrospinal fluid proteome. (ekstern lenke)

Poster

• Rajalahti, Tarja; Vie, Tina Løkke; Breidablik, Hans Johan (2019). Factors associated with self-rated health in adolescence - results from the UngData survey. (ekstern lenke)
• Kvalheim, Olav Martin; Våge, Villy; Andersen, John Roger et al. (2016). Impact of bariatric surgery and intensive lifestyle intervention on serum omega-3 profiles. (ekstern lenke)
• Lin, Chenchen; Rajalahti, Tarja; Mjøs, Svein Are et al. (2015). Cardiovascular health revealed as correlation patterns and predictive relationships between serum lipoprotein and fatty acid features in non-obese Norwegian adults. (ekstern lenke)

Faglig foredrag

• Rajalahti, Tarja (2019). God modellering som grunnlag for gode resultater. (ekstern lenke)
• Rajalahti, Tarja (2019). Er multivariate analyser ein veg å gå knytt til problematikken? . (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja (2018). Fjordomics - Persontilpasset forebygging (folkehelse) og behandling vha utvidede blodanalyser . (ekstern lenke)
• Rajalahti, Tarja; Kvalheim, Olav Martin (2017). What can we use the new NMR platform for?. (ekstern lenke)

Intervju

• Kvalheim, Olav Martin; Rajalahti, Tarja; Skjerdal, Sigrid et al. (2017). Har fått 13 millionar til nytt forskningsprosjekt. (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja; Bolstad, Jon et al. (2017). Forskning i tetskjiktet. (ekstern lenke)
• Kvalheim, Olav Martin; Rajalahti, Tarja; Bolstad, Jon et al. (2017). Vestlandsblod under lupen. (ekstern lenke)

Sammendrag/abstract

• Resaland, Geir Kåre; Rajalahti, Tarja; Aadland, Eivind et al. (2017). Strong association between cardiorespiratory fitness and serum lipoprotein subclass pattern in prepubertal healthy children. (ekstern lenke)
• Rajalahti, Tarja; Aadland, Eivind; Andersen, John Roger et al. (2014). A multivariate approach to reveal biomarker signatures in instrumental profiles of body fluids. (ekstern lenke)
• Rajalahti, Tarja; Arneberg, Reidar; Berven, Frode et al. (2008). Biomarker discovery from mass spectral profiles: A combined proteomics and multivariate analysis. (ekstern lenke)
• Rajalahti, Tarja; Arneberg, Reidar; Berven, Frode et al. (2008). Early diagnosis and biomarker discovery from mass spectral profiles: application to multiple sclerosis. (ekstern lenke)

Vitenskapelig oversiktsartikkel/review

• Rajalahti, Tarja; Kvalheim, Olav Martin (2011). Multivariate data analysis in pharmaceutics: A tutorial review. (ekstern lenke)
• Rajalahti, Tarja; Huang, Fang; Klement, Maria Rosén et al. (2007). Proteins in different Synechocystis compartments have distinguishing N-terminal features: A combined proteomics and multivariate sequence analysis. (ekstern lenke)

Leder

• Kvalheim, Olav Martin; Grung, Bjørn; Nodland, Egil et al. (2010). The 11th Scandinavian Symposium on Chemometrics, Loen, Norway, 8-11 June 2009. (ekstern lenke)

Doktorgradsavhandling

• Kvalheim, Tarja Anniki Rajalahti (2010). Mass spectral profiling and multivariate analysis for detection of biomarker signatures. Application to multiple sclerosis. (ekstern lenke)

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