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Machine behaviour.
Rahwan I, Cebrian M, Obradovich N, Bongard J, Bonnefon JF, Breazeal C, Crandall JW, Christakis NA, Couzin ID, Jackson MO, Jennings NR, Kamar E, Kloumann IM, Larochelle H, Lazer D, McElreath R, Mislove A, Parkes DC, Pentland A', Roberts ME, Shariff A, Tenenbaum JB, Wellman M. Rahwan I, et al. Among authors: larochelle h. Nature. 2019 Apr;568(7753):477-486. doi: 10.1038/s41586-019-1138-y. Epub 2019 Apr 24. Nature. 2019. PMID: 31019318 Free article. Review.
An Infinite Restricted Boltzmann Machine.
Côté MA, Larochelle H. Côté MA, et al. Among authors: larochelle h. Neural Comput. 2016 Jul;28(7):1265-88. doi: 10.1162/NECO_a_00848. Epub 2016 May 12. Neural Comput. 2016. PMID: 27171012
Correlational Neural Networks.
Chandar S, Khapra MM, Larochelle H, Ravindran B. Chandar S, et al. Among authors: larochelle h. Neural Comput. 2016 Feb;28(2):257-85. doi: 10.1162/NECO_a_00801. Epub 2015 Dec 14. Neural Comput. 2016. PMID: 26654210
Nonlocal estimation of manifold structure.
Bengio Y, Monperrus M, Larochelle H. Bengio Y, et al. Among authors: larochelle h. Neural Comput. 2006 Oct;18(10):2509-28. doi: 10.1162/neco.2006.18.10.2509. Neural Comput. 2006. PMID: 16907635
Within-brain classification for brain tumor segmentation.
Havaei M, Larochelle H, Poulin P, Jodoin PM. Havaei M, et al. Among authors: larochelle h. Int J Comput Assist Radiol Surg. 2016 May;11(5):777-88. doi: 10.1007/s11548-015-1311-1. Epub 2015 Nov 3. Int J Comput Assist Radiol Surg. 2016. PMID: 26530300
Brain tumor segmentation with Deep Neural Networks.
Havaei M, Davy A, Warde-Farley D, Biard A, Courville A, Bengio Y, Pal C, Jodoin PM, Larochelle H. Havaei M, et al. Among authors: larochelle h. Med Image Anal. 2017 Jan;35:18-31. doi: 10.1016/j.media.2016.05.004. Epub 2016 May 19. Med Image Anal. 2017. PMID: 27310171
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.
Maier O, Menze BH, von der Gablentz J, Ḧani L, Heinrich MP, Liebrand M, Winzeck S, Basit A, Bentley P, Chen L, Christiaens D, Dutil F, Egger K, Feng C, Glocker B, Götz M, Haeck T, Halme HL, Havaei M, Iftekharuddin KM, Jodoin PM, Kamnitsas K, Kellner E, Korvenoja A, Larochelle H, Ledig C, Lee JH, Maes F, Mahmood Q, Maier-Hein KH, McKinley R, Muschelli J, Pal C, Pei L, Rangarajan JR, Reza SMS, Robben D, Rueckert D, Salli E, Suetens P, Wang CW, Wilms M, Kirschke JS, Kr Amer UM, Münte TF, Schramm P, Wiest R, Handels H, Reyes M. Maier O, et al. Among authors: larochelle h. Med Image Anal. 2017 Jan;35:250-269. doi: 10.1016/j.media.2016.07.009. Epub 2016 Jul 21. Med Image Anal. 2017. PMID: 27475911 Free PMC article.
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