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Deep learning

A comprehensive study on bilingual and multilingual speech emotion recognition using a two-pass classification scheme

Panikos Heracleous, Akio Yoneyama

DeepAuC: Joint deep learning and auction for congestion-aware caching in Named Data Networking

Anselme Ndikumana, Saeed Ullah, Do Hyeon Kim, Choong Seon Hong

Combining patient visual timelines with deep learning to predict mortality

Anoop Mayampurath, L. Nelson Sanchez-Pinto, [ ... ], Matthew Churpek

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

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