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Staff photo Johan Trygg

Johan Trygg

Research focus on advanced data analytics in life science and biopharmaceutical industry to develop computational models to understand, simulate and predict behaviour of complex biological systems.

Works at

Affiliation
Location
KB.B4, Linnaeus väg 10, (rum: C4.13.19) Umeå universitet, 901 87 Umeå
Journal of Environmental Management, Elsevier 2022, Vol. 301
Wang, Dong; Thunéll, Sven; Lindberg, Ulrika; et al.
Science of the Total Environment, Elsevier 2021, Vol. 784
Wang, Dong; Thunéll, Sven; Lindberg, Ulrika; et al.
IEEE Access, Vol. 9 : 19379-19390
Asim, Muhammad Nabeel; Malik, Muhammad Imran; Zehe, Christoph; et al.
Proceedings of the International Joint Conference on Neural Networks
Khalid, Nabeel; Munir, Mohsin; Edlund, Christoffer; et al.
Proceedings of the International Joint Conference on Neural Networks
Asim, Muhammad Nabeel; Ibrahim, Muhammad Ali; Zehe, Christoph; et al.
Nature Methods
Edlund, Christoffer; Jackson, Timothy R.; Khalid, Nabeel; et al.
BMC Bioinformatics, BioMed Central 2021, Vol. 22, (1)
Galindo-Prieto, Beatriz; Geladi, Paul; Trygg, Johan
Biotechnology for Biofuels, BioMed Central 2021, Vol. 14, (1)
Gandla, Madhavi Latha; Mähler, Niklas; Escamez, Sacha; et al.
Nature Protocols
Blaise, Benjamin J.; Correia, Gonçalo D. S.; Haggart, Gordon A.; et al.
PLOS ONE, Public Library Science 2020, Vol. 15, (9)
Svensson, Daniel; Rentoft, Matilda; Dahlin, Anna M.; et al.
Metabolites, MDPI 2020, Vol. 10, (7)
Torell, Frida; Skotare, Tomas; Trygg, Johan
Genes, MDPI 2020, Vol. 11, (12)
Asim, Muhammad Nabeel; Malik, Muhammad Imran; Zehe, Christoph; et al.
Journal of Chemometrics, John Wiley & Sons 2020, Vol. 34, (1)
Sjögren, Rickard; Stridh, Kjell; Skotare, Tomas; et al.
Processes, MDPI 2020, Vol. 8, (12)
Patel, Nikesh; Corbett, Brandon; Trygg, Johan; et al.
Journal of Chemometrics, John Wiley & Sons 2020, Vol. 34, (1)
Skotare, Tomas; Sjögren, Rickard; Surowiec, Izabella; et al.
PLOS ONE, Public Library of Science 2019, Vol. 14, (3)
Rentoft, Matilda; Svensson, Daniel; Sjödin, Andreas; et al.
Journal of Proteome Research, American Chemical Society (ACS) 2019, Vol. 18, (3) : 1208-1217
Torell, Frida; Eketjäll, Susanna; Idborg, Helena; et al.
BMC Bioinformatics, BioMed Central 2019, Vol. 20, (1)
Svensson, Daniel; Sjögren, Rickard; Sundell, David; et al.
Analytical Chemistry, Washington: American Chemical Society (ACS) 2019, Vol. 91, (5) : 3516-3524
Skotare, Tomas; Nilsson, David; Xiong, Shaojun; et al.
Faraday discussions (Online), Cambridge: Royal Society of Chemistry 2019, Vol. 218 : 268-283
Surowiec, Izabella; Skotare, Tomas; Sjögren, Rickard; et al.
PLOS ONE, San Francisco: Public Library of Science 2019, Vol. 14, (5)
Dhillon, Sundeep S.; Torell, Frida; Donten, Magdalena; et al.
Scientific Reports, Nature Publishing Group 2019, Vol. 9
Peterson, Gunnel; O'Leary, Shaun; Nilsson, David; et al.
BMC Genomics, Springer Publishing Company 2018, Vol. 19
Obudulu, Ogonna; Mähler, Niklas; Skotare, Tomas; et al.
American Journal of Physical Medicine & Rehabilitation, LIPPINCOTT WILLIAMS & WILKINS 2018, Vol. 97, (2) : 75-82
Rahnama, Leila; Peterson, Gunnel; Kazemnejad, Anoshirvan; et al.
Lupus Science and Medicine, BMJ Publishing Group Ltd 2018, Vol. 5, (1)
Åkesson, Karolina; Pettersson, Susanne; Stahl, Sara; et al.
Journal of Proteome Research, American Chemical Society (ACS) 2018, Vol. 17, (7) : 2293-2306
Torell, Frida; Bennet, Kate; Cereghini, Silvia; et al.
Scientific Reports, Nature Publishing Group 2018, Vol. 8
Peterson, Gunnel; Nilsson, David; Trygg, Johan; et al.
Analytical Chemistry, AMER CHEMICAL SOC 2018, Vol. 90, (22) : 13400-13408
Reinke, Stacey N.; Galindo-Prieto, Beatriz; Skotare, Tomas; et al.
Journal of Chromatography A, Vol. 1568 : 229-234
Surowiec, Izabella; Johansson, Erik; Stenlund, Hans; et al.
Chemometrics and Intelligent Laboratory Systems, Elsevier 2017, Vol. 160 : 110-124
Galindo-Prieto, Beatriz; Trygg, Johan; Geladi, Paul
Physics in Medicine and Biology, Vol. 62, (19) : 7833-7854
Kuess, Peter; Andrzejewski, Piotr; Nilsson, David; et al.
Lupus, SAGE PUBLICATIONS LTD 2017, Vol. 26, (10) : 1023-1033
Checa, A.; Idborg, H.; Zandian, A.; et al.
Analytical Chemistry, American Chemical Society (ACS) 2017, Vol. 89, (12) : 6491-6497
Surowiec, Izabella; Vikström, Ludvig; Hector, Gustaf; et al.
Scientific Reports, Nature Publishing Group 2017, Vol. 7
Brynolfsson, Patrik; Nilsson, David; Torheim, Turid; et al.
Metabolomics, Vol. 13, (4)
Orikiiriza, Judy; Surowiec, Izabella; Lindquist, Elisabeth; et al.
Metabolomics, SPRINGER 2017, Vol. 13, (10)
Surowiec, Izabella; Johansson, Erik; Torell, Frida; et al.
Journal of Experimental Botany, Oxford University Press 2017, Vol. 68, (13) : 3405-3417
Bygdell, Joakim; Srivastava, Vaibhav; Obudulu, Ogonna; et al.
Metabolomics, Springer 2017, Vol. 13, (6)
Torell, Frida; Bennett, Kate; Rännar, Stefan; et al.
Malaria Journal, BIOMED CENTRAL LTD 2017, Vol. 16
Surowiec, Izabella; Gouveia-Figueira, Sandra; Orikiiriza, Judy; et al.
Ultrasound in Medicine and Biology, Vol. 42, (5) : 1090-1102
Peterson, Gunnel; Nilsson, David; Peterson, Simon; et al.
Journal of the American Chemical Society, American Chemical Society (ACS) 2016, Vol. 138, (29) : 9193-9204
Espaillat, Akbar; Forsmo, Oskar; El Biari, Khouzaima; et al.
Proceedings of the National Academy of Sciences of the United States of America, Vol. 113, (17) : 4723-4728
Rentoft, Matilda; Lindell, Kristoffer; Tran, Phong; et al.
PLOS ONE, Vol. 11, (7)
Bengtsson, Anders A.; Trygg, Johan; Wuttge, Dirk M.; et al.
PLOS ONE, Vol. 11, (10)
Surowiec, Izabella; Ärlestig, Lisbeth; Rantapää-Dahlqvist, Solbritt; et al.
Rheumatology International, Vol. 36, (5) : 703-711
Surowiec, Izabella; Gjesdal, Clara Gram; Jonsson, Grete; et al.
Analytical and Bioanalytical Chemistry, Vol. 408, (17) : 4751-4764
Surowiec, Izabella; Karimpour, Masoumeh; Gouveia-Figueira, Sandra; et al.

Research groups

Head of research
Johan Trygg Chemometrics Lab