DNA methylation-based classification of central nervous system tumours.
David CapperDavid T. W. JonesMartin SillVolker HovestadtDaniel SchrimpfDominik SturmChristian KoelscheFelix SahmLukas ChavezDavid E. ReussAnnekathrin KratzAnnika K. WefersKristin HuangKristian W. PajtlerLeonille SchweizerDamian StichelAdriana OlarNils W. EngelKerstin LindenbergPatrick N. HarterAnne K. BraczynskiKarl H. PlateHildegard DohmenBoyan K. GarvalovRoland CorasAnnett HölskenEkkehard HewerMelanie Bewerunge-HudlerMatthias SchickRoger FischerRudi BeschornerJens SchittenhelmOri StaszewskiKhalida WaniPascale VarletMelanie PagesPetra TemmingDietmar LohmannFlorian SeltHendrik WittTill MildeOlaf WittEleonora AronicaFelice GiangasperoElisabeth RushingWolfram ScheurlenChristoph GeisenbergerFausto J. RodriguezAlbert BeckerMatthias PreusserChristine HaberlerRolf BjerkvigJane CryanMichael FarrellMartina DeckertJürgen HenchStephan FrankJonathan SerranoKasthuri KannanAristotelis TsirigosWolfgang BrückSilvia HoferStefanie BrehmerMarcel Seiz-RosenhagenDaniel HänggiVolkmar HansStephanie RozsnokiJordan R. HansfordPatricia KohlhofBjarne W. KristensenMatt LechnerBeatriz LopesChristian MawrinRalf KetterAndreas KulozikZiad KhatibFrank HeppnerArend KochAnne JouvetCatherine KeohaneHelmut MühleisenWolf MuellerUte PohlMarco PrinzAxel BennerMarc ZapatkaNicholas G. GottardoPablo Hernáiz DrieverChristof M. KrammHermann L. MüllerStefan RutkowskiKatja von HoffMichael C. FrühwaldAstrid GnekowGudrun FleischhackStephan TippeltGabriele CalaminusCamelia-Maria MonoranuArie PerryChris JonesThomas S. JacquesBernhard RadlwimmerMarco GessiTorsten PietschJohannes SchrammGabriele SchackertManfred WestphalGuido ReifenbergerPieter WesselingMichael WellerVincent Peter CollinsIngmar BlümckeMartin BendszusJürgen DebusAnnie HuangNada JabadoPaul A. NorthcottWerner PaulusAmar GajjarGiles W. RobinsonMichael D. TaylorZane JaunmuktaneMarina RyzhovaMichael PlattenAndreas UnterbergWolfgang WickMatthias A. KarajannisMichel MittelbronnTill AckerChristian HartmannKenneth D. AldapeUlrich SchüllerRolf BusleiPeter LichterMarcel KoolChristel Herold-MendeDavid W. EllisonMartin HasselblattMatija SnuderlSebastian BrandnerAndrey KorshunovAndreas von DeimlingStefan M. PfisterPublished in: Nat. (2018)
Keyphrases
- machine learning
- feature vectors
- classification accuracy
- decision trees
- classification process
- support vector machine
- classification method
- pattern recognition
- preprocessing
- image classification
- support vector machine svm
- classification algorithm
- text classification
- classification systems
- support vector
- object classification
- colon cancer
- benchmark datasets
- model selection
- supervised learning
- training set
- supervised classification
- feature space
- feature extraction
- data sets