Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning

Zhongxing Zhang; Geert Mayer; Yves Dauvilliers; Giuseppe Plazzi; Fabio Pizza; Rolf Fronczek; Joan Santamaria; Markku Partinen; Sebastiaan Overeem; Rosa Peraita-Adrados; Antonio Martins da Silva; Karel Sonka; Rafael del Rio-Villegas; Raphael Heinzer; Aleksandra Wierzbicka; Peter Young; Birgit Hoegl; Claudio L. Bassetti; Mauro Manconi; Eva Feketeova; Johannes Mathis; Teresa Paiva; Francesca Canellas; Michel Lecendreux; Christian R. Baumann; Lucie Barateau; Carole Pesenti; Elena Antelmi; Carles Gaig; Alex Iranzo; Laura Lillo-Triguero; Pablo Medrano-Martinez; Jose Haba-Rubio; Corina Gorban; Gianina Luca; Gert Jan Lammers; Ramin Khatami

doi:10.1038/s41598-018-28840-w

Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning

Zhongxing Zhang
, Geert Mayer
, Yves Dauvilliers
, Giuseppe Plazzi
, Fabio Pizza
, Rolf Fronczek
, Joan Santamaria
, Markku Partinen
, Sebastiaan Overeem
, Rosa Peraita-Adrados
, Antonio Martins da Silva
, Karel Sonka
, Rafael del Rio-Villegas
, Raphael Heinzer
, Aleksandra Wierzbicka
, Peter Young
, Birgit Hoegl
, Claudio L. Bassetti
, Mauro Manconi
, Eva Feketeova

Johannes Mathis, Teresa Paiva, Francesca Canellas, Michel Lecendreux, Christian R. Baumann, Lucie Barateau, Carole Pesenti, Elena Antelmi, Carles Gaig, Alex Iranzo, Laura Lillo-Triguero, Pablo Medrano-Martinez, Jose Haba-Rubio, Corina Gorban, Gianina Luca, Gert Jan Lammers, Ramin Khatami

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

Original language	English
Article number	10628
Journal	Scientific Reports
Volume	8
Number of pages	11
ISSN	2045-2322
DOIs	https://doi.org/10.1038/s41598-018-28840-w
Publication status	Published - 13 Jul 2018
Externally published	Yes
MoE publication type	A1 Journal article-refereed

Fields of Science

SLEEP LATENCY TEST
IDIOPATHIC HYPERSOMNIA
CATAPLEXY

Access to Document

10.1038/s41598-018-28840-w

Cite this

Zhang, Z., Mayer, G., Dauvilliers, Y., Plazzi, G., Pizza, F., Fronczek, R., Santamaria, J., Partinen, M., Overeem, S., Peraita-Adrados, R., da Silva, A. M., Sonka, K., del Rio-Villegas, R., Heinzer, R., Wierzbicka, A., Young, P., Hoegl, B., Bassetti, C. L., Manconi, M., ... Khatami, R. (2018). Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning. Scientific Reports, 8, Article 10628. https://doi.org/10.1038/s41598-018-28840-w

@article{a28071bd51ae462e94fd122a86fc7146,

title = "Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning",

keywords = "SLEEP LATENCY TEST, IDIOPATHIC HYPERSOMNIA, CATAPLEXY",

author = "Zhongxing Zhang and Geert Mayer and Yves Dauvilliers and Giuseppe Plazzi and Fabio Pizza and Rolf Fronczek and Joan Santamaria and Markku Partinen and Sebastiaan Overeem and Rosa Peraita-Adrados and \{da Silva\}, \{Antonio Martins\} and Karel Sonka and \{del Rio-Villegas\}, Rafael and Raphael Heinzer and Aleksandra Wierzbicka and Peter Young and Birgit Hoegl and Bassetti, \{Claudio L.\} and Mauro Manconi and Eva Feketeova and Johannes Mathis and Teresa Paiva and Francesca Canellas and Michel Lecendreux and Baumann, \{Christian R.\} and Lucie Barateau and Carole Pesenti and Elena Antelmi and Carles Gaig and Alex Iranzo and Laura Lillo-Triguero and Pablo Medrano-Martinez and Jose Haba-Rubio and Corina Gorban and Gianina Luca and Lammers, \{Gert Jan\} and Ramin Khatami",

year = "2018",

month = jul,

day = "13",

doi = "10.1038/s41598-018-28840-w",

language = "English",

volume = "8",

journal = "Scientific Reports",

issn = "2045-2322",

publisher = "Nature Research ",

}

Zhang, Z, Mayer, G, Dauvilliers, Y, Plazzi, G, Pizza, F, Fronczek, R, Santamaria, J, Partinen, M, Overeem, S, Peraita-Adrados, R, da Silva, AM, Sonka, K, del Rio-Villegas, R, Heinzer, R, Wierzbicka, A, Young, P, Hoegl, B, Bassetti, CL, Manconi, M, Feketeova, E, Mathis, J, Paiva, T, Canellas, F, Lecendreux, M, Baumann, CR, Barateau, L, Pesenti, C, Antelmi, E, Gaig, C, Iranzo, A, Lillo-Triguero, L, Medrano-Martinez, P, Haba-Rubio, J, Gorban, C, Luca, G, Lammers, GJ & Khatami, R 2018, 'Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning', Scientific Reports, vol. 8, 10628. https://doi.org/10.1038/s41598-018-28840-w

TY - JOUR

T1 - Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning

AU - Zhang, Zhongxing

AU - Mayer, Geert

AU - Dauvilliers, Yves

AU - Plazzi, Giuseppe

AU - Pizza, Fabio

AU - Fronczek, Rolf

AU - Santamaria, Joan

AU - Partinen, Markku

AU - Overeem, Sebastiaan

AU - Peraita-Adrados, Rosa

AU - da Silva, Antonio Martins

AU - Sonka, Karel

AU - del Rio-Villegas, Rafael

AU - Heinzer, Raphael

AU - Wierzbicka, Aleksandra

AU - Young, Peter

AU - Hoegl, Birgit

AU - Bassetti, Claudio L.

AU - Manconi, Mauro

AU - Feketeova, Eva

AU - Mathis, Johannes

AU - Paiva, Teresa

AU - Canellas, Francesca

AU - Lecendreux, Michel

AU - Baumann, Christian R.

AU - Barateau, Lucie

AU - Pesenti, Carole

AU - Antelmi, Elena

AU - Gaig, Carles

AU - Iranzo, Alex

AU - Lillo-Triguero, Laura

AU - Medrano-Martinez, Pablo

AU - Haba-Rubio, Jose

AU - Gorban, Corina

AU - Luca, Gianina

AU - Lammers, Gert Jan

AU - Khatami, Ramin

PY - 2018/7/13

Y1 - 2018/7/13

KW - SLEEP LATENCY TEST

KW - IDIOPATHIC HYPERSOMNIA

KW - CATAPLEXY

U2 - 10.1038/s41598-018-28840-w

DO - 10.1038/s41598-018-28840-w

M3 - Article

SN - 2045-2322

VL - 8

JO - Scientific Reports

JF - Scientific Reports

M1 - 10628

ER -