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Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning 由 Babak Alipanahi, Andrew Delong, Matthew T. Weirauch, Brendan J. Frey

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Emotion recognition in spontaneous and acted dialogues 由 Leimin Tian, Johanna D. Moore, Catherine Lai

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Multi-Layer and Recursive Neural Networks for Metagenomic Classification 由 Gregory Ditzler, Robi Polikar, Gail Rosen

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Anatomy-specific classification of medical images using deep convolutional nets 由 Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao, Le Lü, Ronald M. Summers

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A Robust Deep Model for Improved Classification of AD/MCI Patients 由 Feng Li, Loc Tran, Kim‐Han Thung, Shuiwang Ji, Dinggang Shen, Li Jiang

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Deep learning of fMRI big data: a novel approach to subject-transfer decoding 由 Sotetsu Koyamada, Yumi Shikauchi, Ken Nakae, Masanori Koyama, Shin Ishii

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FooDD: Food Detection Dataset for Calorie Measurement Using Food Images 由 Parisa Pouladzadeh, Abdulsalam Yassine, Shervin Shirmohammadi

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Computer-aided classification of lung nodules on computed tomography images via deep learning technique 由 Yu-Jen Yu-Jen Chen, Kai‐Lung Hua, Che-Hao Hsu, Wen-Huang Cheng, Shintami Chusnul Hidayati

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DeepCNF-D: Predicting Protein Order/Disorder Regions by Weighted Deep Convolutional Neural Fields 由 Sheng Wang, Shunyan Weng, Jianzhu Ma, Qingming Tang

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Brain tumor segmentation with Deep Neural Networks 由 Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron Courville, Yoshua Bengio, Chris Pal, Pierre‐Marc Jodoin, Hugo Larochelle

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Imaging‐based enrichment criteria using deep learning algorithms for efficient clinical trials in mild cognitive impairment 由 Vamsi Krishna Ithapu, Vikas Singh, Ozioma C. Okonkwo, Richard J. Chappell, N. Maritza Dowling, Sterling C. Johnson

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Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network 由 Adhish Prasoon, Kersten Petersen, Christian Igel, François Lauze, Erik B. Dam, Mads Nielsen

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Charles Bonnet Syndrome: Evidence for a Generative Model in the Cortex? 由 David Reichert, Peggy Seriès, Amos Storkey

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Obstruction of Inferior Vena Cava by a Persistent Eustachian Valve in a Young Adult 由 Richard E. Rossall, Roger Caldwell

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Deep learning for neuroimaging: a validation study 由 Sergey M. Plis, Devon Hjelm, Ruslan Salakhutdinov, Elena A. Allen, H. Jeremy Bockholt, Jeffrey D. Long, Hans J. Johnson, Jane S. Paulsen, Jessica A. Turner, Vince D. Calhoun

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Computational Phenotype Discovery Using Unsupervised Feature Learning over Noisy, Sparse, and Irregular Clinical Data 由 Thomas A. Lasko, Joshua C. Denny, Mia Levy

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Comparison of Regularization Methods for ImageNet Classification with Deep Convolutional Neural Networks 由 Evgeny Smirnov, Denis Timoshenko, С. Н. Андрианов

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Latent feature representation with stacked auto-encoder for AD/MCI diagnosis 由 Heung‐Il Suk, Seong‐Whan Lee, Dinggang Shen

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Fully automatic segmentation of ultrasound common carotid artery images based on machine learning 由 Rosa-María Menchón-Lara, José‐Luis Sancho‐Gómez

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DL-PRO: A novel deep learning method for protein model quality assessment 由 Son P. Nguyen, Yi Shang, Dong Xu

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