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Personalbild Johan Trygg

Johan Trygg

Professor i Kemometri med fokus på multivariat data analys, AI/djup inlärning och simulering inom life science, medicin och läkemedelsindustri.

Verksam vid

Anknytning
Professor vid Kemiska institutionen
Plats
KB.B4, Linnaeus väg 10, (rum: C4.13.19) Umeå universitet, 901 87 Umeå
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.

Forskargrupper

Forskningsledare
Johan Trygg Chemometrics Lab