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Deep learning

Using distant supervision to augment manually annotated data for relation extraction

Peng Su, Gang Li, Cathy Wu, K. Vijay-Shanker

A CAD system for pulmonary nodule prediction based on deep three-dimensional convolutional neural networks and ensemble learning

Wenkai Huang, Yihao Xue, Yu Wu

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

Yu-Wei Lin, Yuqian Zhou, [ ... ], Roy H. Campbell

Deep learning approach to peripheral leukocyte recognition

Qiwei Wang, Shusheng Bi, [ ... ], Shaobao Yang

Enhanced classifier training to improve precision of a convolutional neural network to identify images of skin lesions

Titus J. Brinker, Achim Hekler, Alexander H. Enk, Christof von Kalle

A novel YOLOv3-arch model for identifying cholelithiasis and classifying gallstones on CT images

Shanchen Pang, Tong Ding, [ ... ], Xun Wang

On the impact of Citizen Science-derived data quality on deep learning based classification in marine images

Daniel Langenkämper, Erik Simon-Lledó, [ ... ], Tim W. Nattkemper

Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs

Mike Voets, Kajsa Møllersen, Lars Ailo Bongo

Do street-level scene perceptions affect housing prices in Chinese megacities? An analysis using open access datasets and deep learning

Xiao Fu, Tianxia Jia, [ ... ], Yonglin Zhang

Distillation of crop models to learn plant physiology theories using machine learning

Kyosuke Yamamoto

Degraded image enhancement by image dehazing and Directional Filter Banks using Depth Image based Rendering for future free-view 3D-TV

Imran Uddin Afridi, Tariq Bashir, [ ... ], Muhammad Imran

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

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