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Science, ISSN 0036-8075, 01/2015, Volume 347, Issue 6218, pp. 1254806 - 1254806
To facilitate precision medicine and whole-genome annotation, we developed a machine-learning technique that scores how strongly genetic variants affect RNA... 
MESSENGER-RNA | FUNCTIONAL IMPACT | MULTIDISCIPLINARY SCIENCES | AUTISM SPECTRUM DISORDER | MISMATCH REPAIR | EXONIC VARIANTS | HUMAN CANCERS | COPY NUMBER VARIATION | MISSENSE MUTATIONS | GENOME | PREDICTION | Genetics | Eukaryotes | Disease | Ribonucleic acid--RNA | Binding sites | Proteins | Medicine | Mutations | Splicing | Ribonucleic acids | Mathematical models | Gene sequencing
Journal Article
Nature Biotechnology, ISSN 1087-0156, 08/2013, Volume 31, Issue 8, pp. 714 - 715
Journal Article
Nature, ISSN 0028-0836, 2013, Volume 498, Issue 7453, pp. 241 - 245
Journal Article
Nature Biotechnology, ISSN 1087-0156, 08/2013, Volume 31, Issue 8, p. 714
Journal Article
Journal Article
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 07/2016, Volume 17, pp. 1 - 5
The JMLR study Do we need hundreds of classifiers to solve real world classification problems? benchmarks 179 classifiers in 17 families on 121 data sets from... 
Support vector machines | Benchmarking | Neural networks | Random forests | Classification | support vector machines | benchmarking | neural networks | random forests | classification | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
by Lee, James J and Wedow, Robbee and Okbay, Aysu and Kong, Edward and Maghzian, Omeed and Zacher, Meghan and Nguyen-Viet, Tuan Anh and Bowers, Peter and Sidorenko, Julia and Karlsson Linnér, Richard and Fontana, Mark Alan and Kundu, Tushar and Lee, Chanwook and Li, Hui and Li, Ruoxi and Royer, Rebecca and Timshel, Pascal N and Walters, Raymond K and Willoughby, Emily A and Yengo, Loïc and Agee, Michelle and Alipanahi, Babak and Auton, Adam and Bell, Robert K and Bryc, Katarzyna and Elson, Sarah L and Fontanillas, Pierre and Hinds, David A and McCreight, Jennifer C and Huber, Karen E and Litterman, Nadia K and McIntyre, Matthew H and Mountain, Joanna L and Noblin, Elizabeth S and Northover, Carrie A. M and Pitts, Steven J and Sathirapongsasuti, J. Fah and Sazonova, Olga V and Shelton, Janie F and Shringarpure, Suyash and Tian, Chao and Vacic, Vladimir and Wilson, Catherine H and Okbay, Aysu and Beauchamp, Jonathan P and Fontana, Mark Alan and Lee, James J and Pers, Tune H and Rietveld, Cornelius A and Turley, Patrick and Chen, Guo-Bo and Emilsson, Valur and Meddens, S. Fleur W and Oskarsson, Sven and Pickrell, Joseph K and Thom, Kevin and Timshel, Pascal and Vlaming, Ronald de and Abdellaoui, Abdel and Ahluwalia, Tarunveer S and Bacelis, Jonas and Baumbach, Clemens and Bjornsdottir, Gyda and Brandsma, Johannes H and Concas, Maria Pina and Derringer, Jaime and Furlotte, Nicholas A and Galesloot, Tessel E and Girotto, Giorgia and Gupta, Richa and Hall, Leanne M and Harris, Sarah E and Hofer, Edith and Horikoshi, Momoko and Huffman, Jennifer E and Kaasik, Kadri and Kalafati, Ioanna P and Karlsson, Robert and Kong, Augustine and Lahti, Jari and van der Lee, Sven J and Leeuw, Christiaan de and Lind, Penelope A and Lindgren, Karl-Oskar and Liu, Tian and Mangino, Massimo and Marten, Jonathan and Mihailov, Evelin and Miller, Michael B and van der Most, Peter J and Oldmeadow, Christopher and Payton, Antony and Pervjakova, Natalia and Peyrot, Wouter J and Qian, Yong and Raitakari, Olli and Rueedi, Rico and Salvi, Erika and Schmidt, Börge and Schraut, Katharina E and ... and 23Me Res Team and Social Sci Genetic Assoc Consortiu and COGENT Cognitive Genomics Consorti and 23andMe Research Team and COGENT (Cognitive Genomics Consortium) and Social Science Genetic Association Consortium and Humanistisk-samhällsvetenskapliga vetenskapsområdet and Uppsala universitet and Statsvetenskapliga institutionen and Samhällsvetenskapliga fakulteten
Nature Genetics, ISSN 1061-4036, 08/2018, Volume 50, Issue 8, pp. 1112 - 1121
Journal Article
Journal Article
by Schormair, Barbara and Zhao, Chen and Bell, Steven and Bell, Robert K and Tilch, Erik and Salminen, Aaro V and Pütz, Benno and Dauvilliers, Yves and Stefani, Ambra and Högl, Birgit and Poewe, Werner and Kemlink, David and Sonka, Karel and Bachmann, Cornelius G and Paulus, Walter and Trenkwalder, Claudia and Oertel, Wolfgang H and Hornyak, Magdolna and Teder-Laving, Maris and Metspalu, Andres and Hadjigeorgiou, Georgios M and Polo, Olli and Fietze, Ingo and Ross, Owen A and Wszolek, Zbigniew and Butterworth, Adam S and Soranzo, Nicole and Ouwehand, Willem H and Roberts, David J and Danesh, John and Allen, Richard P and Earley, Christopher J and Ondo, William G and Xiong, Lan and Montplaisir, Jacques and Gan-Or, Ziv and Perola, Markus and Vodicka, Pavel and Dina, Christian and Franke, Andre and Tittmann, Lukas and Stewart, Alexandre F R and Shah, Svati H and Gieger, Christian and Peters, Annette and Rouleau, Guy A and Berger, Klaus and Oexle, Konrad and Di Angelantonio, Emanuele and Hinds, David A and Müller-Myhsok, Bertram and Winkelmann, Juliane and Balkau, B and Ducimetière, P and Eschwège, E and Rancière, F and Alhenc-Gelas, F and Gallois, Y and Girault, A and Fumeron, F and Marre, M and Roussel, R and Bonnet, F and Bonnefond, A and Cauchi, S and Froguel, P and Cogneau, J and Born, C and Caces, E and Cailleau, M and Lantieri, O and Moreau, JG and Rakotozafy, F and Tichet, J and Vol, S and Agee, Michelle and Alipanahi, Babak and Auton, Adam and Bryc, Katarzyna and Elson, Sarah L and Fontanillas, Pierre and Furlotte, Nicholas A and Hromatka, Bethann S and Huber, Karen E and Kleinman, Aaron and Litterman, Nadia K and McIntyre, Matthew H and Mountain, Joanna L and Northover, Carrie AM and Pitts, Steven J and Sathirapongsasuti, J Fah and Sazonova, Olga V and Shelton, Janie F and Shringarpure, Suyash and Tian, Chao and Tung, Joyce Y and Vacic, Vladimir and Wilson, Catherine H and Collaboration 23andMe Res Team and DESIR Study Grp and DESIR study group and 23andMe Research Team
The Lancet Neurology, ISSN 1474-4422, 11/2017, Volume 16, Issue 11, pp. 898 - 907
Journal Article