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

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	Proceedings of the National Academy of Sciences of the United States of America
Volume	117
Issue number	52
Pages (from-to)	33474-33485
Number of pages	12
ISSN	0027-8424
DOIs	https://doi.org/10.1073/pnas.2009192117
Publication status	Published - 29 Dec 2020
MoE publication type	A1 Journal article-refereed

Fields of Science

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

Access to Document

10.1073/pnas.2009192117

33474.fullFinal published version, 1.78 MBLicence: CC BY-NC-ND

Cite this

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, vol. 117, no. 52, pp. 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.
In: Proceedings of the National Academy of Sciences of the United States of America, Vol. 117, No. 52, 29.12.2020, p. 33474-33485.

Research output: Contribution to journal › Article › Scientific › peer-review

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 -