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Journal Article
Nature Methods, ISSN 1548-7091, 10/2011, Volume 8, Issue 10, pp. 833 - 835
We describe factored spectrally transformed linear mixed models (FaST-LMM), an algorithm for genome-wide association studies (GWAS) that scales linearly with... 
GENETIC-ANALYSIS | BIOCHEMICAL RESEARCH METHODS | Genome-Wide Association Study | Models, Genetic | Software | Algorithms | Computer Simulation | Usage | Single nucleotide polymorphisms | Research | Data analysis | Genomics | Index Medicus
Journal Article
Nature Methods, ISSN 1548-7091, 2014, Volume 11, Issue 3, pp. 309 - 311
In epigenome-wide association studies, cell-type composition often differs between cases and controls, yielding associations that simply tag cell type rather... 
BREAST-CANCER | LINEAR MIXED MODELS | DNA METHYLATION | BIOCHEMICAL RESEARCH METHODS | GENOMIC CONTROL | RECEPTOR | LARGE GENE LISTS | Linear Models | Genome-Wide Association Study | Epigenomics | Humans | Cells | Epigenetic inheritance | Usage | Research | Genomics | Genomes | Index Medicus
Journal Article
Neuron, ISSN 0896-6273, 11/2016, Volume 92, Issue 3, pp. 574 - 581
Journal Article
by Galimberti, Viviana and Cole, Bernard F and Viale, Giuseppe and Veronesi, Paolo and Veronesi, Umberto and Veronesi, Andreas and Vicini, Elisa and Intra, Mattia and Mazzarol, Giovanni and Massarut, Samuele and Zgajnar, Janez and Taffurelli, Mario and Littlejohn, David and Knauer, Michael and Tondini, Carlo and Di Leo, Angelo and Colleoni, Marco and Regan, Meredith M and Coates, Alan S and Gelber, Richard D and Goldhirsch, Aron and Boyle, Fran and Jerusalem, Guy and Stahel, Rolf and Aebi, Stefan and Green, Michael and Karlsson, Per and Kössler, Ingrid and Láng, Istvan and Hiltbrunner, Anita and Bernhard, Jürg and Fournarakou, Stamatina and Kammler, Roswitha and Maibach, Rudolf and Rabaglio, Manuela and Ribi, Karin and Roschitzki, Heidi and Roux, Susanne and Ruepp, Barbara and Mahoney, Caitlin and Price, Karen and Blacher, Lynette and Scolese, Tara and Scott, Karolyn and Lippert, Sandra and Zielinski, Theresa and Mastropasqua, Mauro and Andrighetto, Stefania and Dell'Orto, Patrizia and Renne, Giuseppe and Pruneri, Giancarlo and Dellapasqua, Silvia and Iorfida, Monica and Cancello, Giuseppe and Montagna, Emilia and Cardillo, Anna and Peruzzotti, Giulia and Ghisini, Raffaella and Luini, Alberto and Gentilini, Oreste and Zurrida, Stefano and Curigliano, Giuseppe and Nole, Franco and Orecchia, Roberto and Leonardi, Marisa Cristina and Baratella, Paola and Chifu, Camelia and Sargenti, Manuela and Crivellari, Diana and Morassut, Sandro and Mileto, Mario and Piccoli, Erica and Magri, Marisa Donatella and Buonadonna, Angelo and Candiani, Ezio and Carbone, Antonino and Perin, Tiziana and Volpe, Rachele and Roncadin, Mario and Arcicasa, Mauro and Coran, Francesco and Lagrassa, Manuela and Recalcati, Angelo and Limonta, Maria Emanuela and Tricomi, Paolo and Fenaroli, Privato and Candiago, Elisabetta and Cattaneo, Laura and Gianatti, Alberto and Santini, Donatella and Maweja, Sylvie and Delvenne, Philippe and Rorive, Andrée and Collignon, Joëlle and Garbay, Jean-Remi and Mathieu, Marie-Christine and Galatius, Hanne and Hoffmann, Jack and Schousen, Peer and Lanng, Charlotte and ... and Int Breast Canc Study Grp Trial 23 and International Breast Cancer Study Group Trial 23-01
The Lancet Oncology, ISSN 1470-2045, 10/2018, Volume 19, Issue 10, pp. 1385 - 1393
Journal Article
Journal Article
by Monsieurs, Koenraad G and Nolan, Jerry P and Bossaert, Leo L and Greif, Robert and Maconochie, Ian K and Nikolaou, Nikolaos I and Perkins, Gavin D and Soar, Jasmeet and Truhlář, Anatolij and Wyllie, Jonathan and Zideman, David A and Khalifa, Gamal Eldin Abbas and Alfonzo, Annette and Arntz, Hans-Richard and Askitopoulou, Helen and Bellou, Abdelouahab and Beygui, Farzin and Biarent, Dominique and Bingham, Robert and Bierens, Joost J. L. M and Böttiger, Bernd W and Brattebø, Guttorm and Brugger, Hermann and Bruinenberg, Jos and Cariou, Alain and Carli, Pierre and Cassan, Pascal and Castrén, Maaret and Chalkias, Athanasios F and Conaghan, Patricia and Deakin, Charles D and de Buck, Emmy D. J and Dunning, Joel and de Vries, Wiebe and Evans, Thomas R and Eich, Christoph and Gräsner, Jan-Thorsten and Hafner, Christina M and Handley, Anthony J and Haywood, Kirstie L and Hunyadi-Antičević, Silvija and Koster, Rudolph W and Lippert, Anne and Lockey, David J and Lockey, Anew S and López-Herce, Jesús and Lott, Carsten and Mentzelopoulos, Spyros D and Meyran, Daniel and Olasveengen, Theresa and Paal, Peter and Pellis, Tommaso and Rajka, Thomas and Raffay, Violetta I and Ristagno, Giuseppe and Roíguez-Núñez, Antonio and Roehr, Charles Christoph and Rüdiger, Mario and Sanoni, Claudio and Schunder-Tatzber, Susanne and Singletary, Eunice M and Skrifvars, Markus B and Smith, Gary B and Smyth, Michael A and Thies, Karl-Christian and Trevisanuto, Daniele and Vandekerckhove, Philippe G and van de Voorde, Patrick and Sunde, Kjetil and Urlesberger, Berndt and Wenzel, Volker and Xanthos, Theodoros T and ERC Guidelines 2015 Writing Grp and ERC Guidelines 2015 Writing Group
Resuscitation, ISSN 0300-9572, 2015, Volume 95, pp. 1 - 80
Journal Article
Nature Methods, ISSN 1548-7091, 03/2015, Volume 12, Issue 4, pp. 332 - 334
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 12/2018, Volume 40, Issue 12, pp. 2841 - 2852
In order to solve large-scale lasso problems, screening algorithms have been developed that discard features with zero coefficients based on a computationally... 
Algorithm design and analysis | Closed-form solutions | Heuristic algorithms | Lasso | Feature extraction | ensemble | Computational efficiency | Optimization | screening rule | TESTS | SELECTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | GENOME-WIDE ASSOCIATION | ENGINEERING, ELECTRICAL & ELECTRONIC | Solvers | Screening | Attorneys | Half spaces
Journal Article
Nature Communications, ISSN 2041-1723, 2014, Volume 5, Issue 1, pp. 4890 - 4890
Linear mixed models (LMMs) are a powerful and established tool for studying genotype-phenotype relationships. A limitation of the LMM is that the model assumes... 
LOCI | TRAITS | MULTIDISCIPLINARY SCIENCES | HERITABILITY | DISEASE | GENOME-WIDE ASSOCIATION | Yeasts | Genome-Wide Association Study | Genetic Association Studies | Humans | Linear Models | Fungi - metabolism | Fungi - genetics | Normal Distribution | Phenotype | Animals | Computer Simulation | Mice | Models, Genetic | Polymorphism, Single Nucleotide | Databases, Factual | Index Medicus
Journal Article