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Personalbild Johan Trygg

Johan Trygg

Forskningen fokuserar på att utveckla kemometri.

Vetenskaplig meritering: Docent

Verksam vid

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

Forskningen fokuserar på att utveckla kemometri vilket inkluderar avancerad data analys på storskaliga 'omics' dataset för att förstå, förebygga och behandla sjukdomar och därigenom förbättra global hälsa. 

Jag är föreståndare för Computational Analytics Support Platform (CASP)

Processes, MDPI 2024, Vol. 12, (7)
Wang, Dong; Jiang, Lili; Kjellander, Måns; et al.
Chemometrics and Intelligent Laboratory Systems, Elsevier 2024, Vol. 254
Forsgren, Edvin; Cloarec, Olivier; Jonsson, Pär; et al.
Medical image understanding and analysis: 28th annual conference, MIUA 2024, Manchester, UK, July 24–26, 2024, proceedings, part I, Cham: Springer 2024 : 314-328
Khalid, Nabeel; Caroprese, Maria; Lovell, Gillian; et al.
Medical image understandingand analysis: 28th Annual Conference, MIUA 2024, Manchester, UK, July 24–26, 2024, Proceedings, part 1, Springer Nature 2024 : 387-401
Khalid, Nabeel; Koochali, Mohammadmahdi; Leon, Duway Nicolas Lesmes; et al.
Artificial Neural Networks and Machine Learning – ICANN 2024: 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17–20, 2024, Proceedings, Part VIII, Springer Nature 2024 : 215-229
Khalid, Nabeel; Caroprese, Maria; Lovell, Gillian; et al.
Biotechnology Journal, John Wiley & Sons 2024, Vol. 19, (1)
Machleid, Rafael; Hoehse, Marek; Scholze, Steffi; et al.
Bioinformatics research and applications: 19th international symposium, ISBRA 2023, Wrocław, Poland, October 9–12, 2023, proceedings, Springer 2023 : 72-84
Abbasi, Ahtisham Fazeel; Asim, Muhammad Nabeel; Trygg, Johan; et al.
Journal of Dairy Science, Elsevier 2023, Vol. 106, (11) : 7407-7418
Alinaghi, Masoumeh; Nilsson, David; Singh, Nikita; et al.
Artificial Neural Networks and Machine Learning – ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26–29, 2023, Proceedings, Part II, Springer Nature 2023 : 545-557
Khalid, Nabeel; Froes, Tiago Comassetto; Caroprese, Maria; et al.
Interdisciplinary Sciences: Computational Life Sciences, Springer 2022, Vol. 14, (4) : 841-862
Asim, Muhammad Nabeel; Ibrahim, Muhammad Ali; Zehe, Christoph; et al.
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), IEEE 2022 : 1-4
Khalid, Nabeel; Koochali, Mohammadmahdi; Rajashekar, Vikas; et al.
Computational and Structural Biotechnology Journal, Elsevier 2022, Vol. 20 : 3986-4002
Asim, Muhammad Nabeel; Ibrahim, Muhammad Ali; Malik, Muhammad Imran; et al.
Biotechnology Journal, John Wiley & Sons 2022, Vol. 17, (12)
Alinaghi, Masoumeh; Surowiec, Izabella; Scholze, Steffi; et al.
Acta Paediatrica, John Wiley & Sons 2022, Vol. 111, (8) : 1526-1535
Norman, Mikael; Nilsson, David; Trygg, Johan; et al.
Medical image understanding and analysis: 26th annual conference, MIUA 2022, Cambridge, UK, July 27–29, 2022, proceedings, Springer 2022 : 139-153
Khalid, Nabeel; Schmeisser, Fabian; Koochali, Mohammadmahdi; et al.
mBio, American Society for Microbiology 2022, Vol. 13, (3)
Rosendal, Ebba; Mihai, Ionut Sebastian; Becker, Miriam; et al.
IEEE Access, IEEE 2022, Vol. 10 : 31649-31659
Wang, Dong; Enlund, Therese; Trygg, Johan; et al.
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.
Chemometrics and Cheminformatics in Aquatic Toxicology, John Wiley & Sons 2021 : 71-88
Eriksson, Lennart; Johansson, Erik; Trygg, Johan
Proceedings of the International Joint Conference on Neural Networks
Khalid, Nabeel; Munir, Mohsin; Edlund, Christoffer; et al.
2021 IEEE EMBS International Conference on Biomedical and Health Informatics, Proceedings
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, Nature Publishing Group 2021, Vol. 18, (9) : 1038-1045
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, Nature Publishing Group 2021, Vol. 16, (9) : 4299-4326
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.
The Plant Cell Wall: Methods and Protocols, Humana Press 2020 : 327-337
Moore, John P.; Gao, Yu; Zietsman, Anscha J. J.; 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, 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.

Forskargrupper

Forskningsledare
Johan Trygg Chemometrics Lab