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Deep learning

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia

Artzai Picon, Unai Irusta, [ ... ], Trygve Eftestøl

Automated summarisation of SDOCT volumes using deep learning: Transfer learning vs de novo trained networks

Bhavna Josephine Antony, Stefan Maetschke, Rahil Garnavi

SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach

Sajad Mousavi, Fatemeh Afghah, U. Rajendra Acharya

Deep learning for named entity recognition on Chinese electronic medical records: Combining deep transfer learning with multitask bi-directional LSTM RNN

Xishuang Dong, Shanta Chowdhury, [ ... ], Qiubin Yu

Antenna selection for multiple-input multiple-output systems based on deep convolutional neural networks

Jia-xin Cai, Ranxu Zhong, Yan Li

Fully convolutional network for rice seedling and weed image segmentation at the seedling stage in paddy fields

Xu Ma, Xiangwu Deng, [ ... ], Xupo Xing

Ex-ante online risk assessment for building emergency evacuation through multimedia data

Haoran Zhang, Xuan Song, [ ... ], Yongtu Liang

Mine landslide susceptibility assessment using IVM, ANN and SVM models considering the contribution of affecting factors

Xiangang Luo, Feikai Lin, [ ... ], Jing Peng

Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment

Jianfang Cao, Min Wang, Yanfei Li, Qi Zhang

Two-step paretial least square regression classifiers in brain-state decoding using functional magnetic resonance imaging

Zhiying Long, Yubao Wang, Xuanping Liu, Li Yao

Forecasting future Humphrey Visual Fields using deep learning

Joanne C. Wen, Cecilia S. Lee, [ ... ], Aaron Y. Lee

Research on soil moisture prediction model based on deep learning

Yu Cai, Wengang Zheng, [ ... ], Xuzhang Xue

Prediction of premature all-cause mortality: A prospective general population cohort study comparing machine-learning and standard epidemiological approaches

Stephen F. Weng, Luis Vaz, Nadeem Qureshi, Joe Kai

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