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Deep learning

Pooling region learning of visual word for image classification using bag-of-visual-words model

Ye Xu, Xiaodong Yu, Tian Wang, Zezhong Xu

published 05 Jun 2020

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Application of explainable ensemble artificial intelligence model to categorization of hemodialysis-patient and treatment using nationwide-real-world data in Japan

Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

published 29 May 2020

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ToyArchitecture: Unsupervised learning of interpretable models of the environment

Jaroslav Vítků, Petr Dluhoš, Joseph Davidson, Matěj Nikl, Simon Andersson, Přemysl Paška, Jan Šinkora, Petr Hlubuček, Martin Stránský, Martin Hyben, Martin Poliak, Jan Feyereisl, Marek Rosa

published 18 May 2020

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OtoMatch: Content-based eardrum image retrieval using deep learning

Seda Camalan, Muhammad Khalid Khan Niazi, Aaron C. Moberly, Theodoros Teknos, Garth Essig, Charles Elmaraghy, Nazhat Taj-Schaal, Metin N. Gurcan

published 15 May 2020

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Prediction of hypertension, hyperglycemia and dyslipidemia from retinal fundus photographs via deep learning: A cross-sectional study of chronic diseases in central China

Li Zhang, Mengya Yuan, Zhen An, Xiangmei Zhao, Hui Wu, Haibin Li, Ya Wang, Beibei Sun, Huijun Li, Shibin Ding, Xiang Zeng, Ling Chao, Pan Li, Weidong Wu

published 14 May 2020

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Deep learning assisted detection of glaucomatous optic neuropathy and potential designs for a generalizable model

Yu-Chieh Ko, Shih-Yu Wey, Wei-Ta Chen, Yu-Fan Chang, Mei-Ju Chen, Shih-Hwa Chiou, Catherine Jui-Ling Liu, Chen-Yi Lee

published 14 May 2020

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Disentangling sequential from hierarchical learning in Artificial Grammar Learning: Evidence from a modified Simon Task

Maria Vender, Diego Gabriel Krivochen, Arianna Compostella, Beth Phillips, Denis Delfitto, Douglas Saddy

published 14 May 2020

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Using case-level context to classify cancer pathology reports

Shang Gao, Mohammed Alawad, Noah Schaefferkoetter, Lynne Penberthy, Xiao-Cheng Wu, Eric B. Durbin, Linda Coyle, Arvind Ramanathan, Georgia Tourassi

published 12 May 2020

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Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning

Lohendran Baskaran, Subhi J. Al’Aref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong W. Choi, Sang-Eun Lee, Ji Min Sung, Fay Y. Lin, Simon Dunham, Bobak Mosadegh, Yong-Jin Kim, Ilan Gottlieb, Byoung Kwon Lee, Eun Ju Chun, Filippo Cademartiri, Erica Maffei, Hugo Marques, Sanghoon Shin, Jung Hyun Choi, Kavitha Chinnaiyan, Martin Hadamitzky, Edoardo Conte, Daniele Andreini, Gianluca Pontone, Matthew J. Budoff, Jonathon A. Leipsic, Gilbert L. Raff, Renu Virmani, Habib Samady, Peter H. Stone, Daniel S. Berman, Jagat Narula, Jeroen J. Bax, Hyuk-Jae Chang, James K. Min, Leslee J. Shaw

published 06 May 2020

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Prediction of miRNA targets by learning from interaction sequences

Xueming Zheng, Long Chen, Xiuming Li, Ying Zhang, Shungao Xu, Xinxiang Huang

published 05 May 2020

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Constrained unsteady-state iris fast certification for lightweight training samples based on the scale change stable feature and multi-algorithm voting

Shuai Liu, Yuanning Liu, Xiaodong Zhu, Jingwei Cui, Qixian Zhang, Tong Ding, Kuo Zhang, Zukang Wu, Yanan Yang

published 05 May 2020

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Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex

Iván Sánchez Fernández, Edward Yang, Paola Calvachi, Marta Amengual-Gual, Joyce Y. Wu, Darcy Krueger, Hope Northrup, Martina E. Bebin, Mustafa Sahin, Kun-Hsing Yu, Jurriaan M. Peters, on behalf of the TACERN Study Group

published 29 Apr 2020

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DeepDetectNet vs RLAttackNet: An adversarial method to improve deep learning-based static malware detection model

Yong Fang, Yuetian Zeng, Beibei Li, Liang Liu, Lei Zhang

published 23 Apr 2020

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