Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis

Vittorio Fortino; Lukas Wisgrill; Paulina Werner; Sari Suomela; Nina Linder; Erja Jalonen; Alina Suomalainen; Veer Marwah; Mia Kero; Maria Pesonen; Johan Lundin; Antti Lauerma; Kristiina Aalto-Korte; Dario Greco; Harri Alenius; Nanna Fyhrquist

doi:10.1073/pnas.2009192117

Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis

Vittorio Fortino, Lukas Wisgrill, Paulina Werner, Sari Suomela, Nina Linder, Erja Jalonen, Alina Suomalainen, Veer Marwah, Mia Kero, Maria Pesonen, Johan Lundin, Antti Lauerma, Kristiina Aalto-Korte, Dario Greco, Harri Alenius, Nanna Fyhrquist

Tutkimustuotos: Artikkelijulkaisu › Artikkeli › Tieteellinen › vertaisarvioitu

Alkuperäiskieli	englanti
Lehti	Proceedings of the National Academy of Sciences of the United States of America
Vuosikerta	117
Numero	52
Sivut	33474-33485
Sivumäärä	12
ISSN	0027-8424
DOI - pysyväislinkit	https://doi.org/10.1073/pnas.2009192117
Tila	Julkaistu - 29 jouluk. 2020
OKM-julkaisutyyppi	A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä, vertaisarvioitu

Tieteenalat

3121 Yleislääketiede, sisätaudit ja muut kliiniset lääketieteet

Pääsy asiakirjaan

10.1073/pnas.2009192117

33474.fullLopullinen julkaistu versio, 1,78 MBLisenssi: CC BY-NC-ND

Siteeraa tätä

Fortino, V., Wisgrill, L., Werner, P., Suomela, S., Linder, N., Jalonen, E., Suomalainen, A., Marwah, V., Kero, M., Pesonen, M., Lundin, J., Lauerma, A., Aalto-Korte, K., Greco, D., Alenius, H., & Fyhrquist, N. (2020). Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis. Proceedings of the National Academy of Sciences of the United States of America, 117(52), 33474-33485. https://doi.org/10.1073/pnas.2009192117

@article{642d2e2fb9ee4e0e811c8caf5b69bf24,

title = "Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis",

keywords = "allergic contact dermatitis, irritant contact dermatitis, biomarker, machine learning, artificial intelligence, HAND ECZEMA, EXPRESSION, CELLS, CYTOTOXICITY, INFLAMMATION, RESPONSES, SOCIETY, ADAM8, 3121 General medicine, internal medicine and other clinical medicine",

author = "Vittorio Fortino and Lukas Wisgrill and Paulina Werner and Sari Suomela and Nina Linder and Erja Jalonen and Alina Suomalainen and Veer Marwah and Mia Kero and Maria Pesonen and Johan Lundin and Antti Lauerma and Kristiina Aalto-Korte and Dario Greco and Harri Alenius and Nanna Fyhrquist",

year = "2020",

month = dec,

day = "29",

doi = "10.1073/pnas.2009192117",

language = "English",

volume = "117",

pages = "33474--33485",

journal = "Proceedings of the National Academy of Sciences of the United States of America",

issn = "0027-8424",

publisher = "National Academy of Sciences",

number = "52",

}

Fortino, V, Wisgrill, L, Werner, P, Suomela, S, Linder, N, Jalonen, E, Suomalainen, A, Marwah, V, Kero, M, Pesonen, M, Lundin, J , Lauerma, A, Aalto-Korte, K, Greco, D , Alenius, H & Fyhrquist, N 2020, 'Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis', Proceedings of the National Academy of Sciences of the United States of America, Vuosikerta 117, Nro 52, Sivut 33474-33485. https://doi.org/10.1073/pnas.2009192117

Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis. / Fortino, Vittorio; Wisgrill, Lukas; Werner, Paulina et al.
julkaisussa: Proceedings of the National Academy of Sciences of the United States of America, Vuosikerta 117, Nro 52, 29.12.2020, s. 33474-33485.

Tutkimustuotos: Artikkelijulkaisu › Artikkeli › Tieteellinen › vertaisarvioitu

TY - JOUR

T1 - Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis

AU - Fortino, Vittorio

AU - Wisgrill, Lukas

AU - Werner, Paulina

AU - Suomela, Sari

AU - Linder, Nina

AU - Jalonen, Erja

AU - Suomalainen, Alina

AU - Marwah, Veer

AU - Kero, Mia

AU - Pesonen, Maria

AU - Lundin, Johan

AU - Lauerma, Antti

AU - Aalto-Korte, Kristiina

AU - Greco, Dario

AU - Alenius, Harri

AU - Fyhrquist, Nanna

PY - 2020/12/29

Y1 - 2020/12/29

KW - allergic contact dermatitis

KW - irritant contact dermatitis

KW - biomarker

KW - machine learning

KW - artificial intelligence

KW - HAND ECZEMA

KW - EXPRESSION

KW - CELLS

KW - CYTOTOXICITY

KW - INFLAMMATION

KW - RESPONSES

KW - SOCIETY

KW - ADAM8

KW - 3121 General medicine, internal medicine and other clinical medicine

U2 - 10.1073/pnas.2009192117

DO - 10.1073/pnas.2009192117

M3 - Article

SN - 0027-8424

VL - 117

SP - 33474

EP - 33485

JO - Proceedings of the National Academy of Sciences of the United States of America

JF - Proceedings of the National Academy of Sciences of the United States of America

IS - 52

ER -