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Deep learning

Multi-scale ResNet and BiGRU automatic sleep staging based on attention mechanism

Changyuan Liu, Yunfu Yin, Yuhan Sun, Okan K. Ersoy

MP-Net: Deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams

Ho-min Park, Sanghyeon Park, [ ... ], Wesley De Neve

Deep learning for behaviour classification in a preclinical brain injury model

Lucas Teoh, Achintha Avin Ihalage, [ ... ], Yang Hao

Simultaneous prediction of antibody backbone and side-chain conformations with deep learning

Deniz Akpinaroglu, Jeffrey A. Ruffolo, Sai Pooja Mahajan, Jeffrey J. Gray

Cash stock strategies during regular and COVID-19 periods for bank branches by deep learning

Chattriya Jariyavajee, Taninnuch Lamjiak, [ ... ], Booncharoen Sirinaovakul

Deep learning exoplanets detection by combining real and synthetic data

Sara Cuéllar, Paulo Granados, [ ... ], Gonzalo Farias

Improving object detection quality with structural constraints

Zihao Rong, Shaofan Wang, Dehui Kong, Baocai Yin

Deep learning kidney segmentation with very limited training data using a cascaded convolution neural network

Junyu Guo, Ayobami Odu, Ivan Pedrosa

A survival analysis based volatility and sparsity modeling network for student dropout prediction

Feng Pan, Bingyao Huang, [ ... ], Zhengchen Li

Validation of a deep learning computer aided system for CT based lung nodule detection, classification, and growth rate estimation in a routine clinical population

John T. Murchison, Gillian Ritchie, [ ... ], Edwin J. R. van Beek

Exploration of consumer preference based on deep learning neural network model in the immersive marketing environment

Qiang Zheng, Qingshan Ding

Identification of hand-foot syndrome from cancer patients’ blog posts: BERT-based deep-learning approach to detect potential adverse drug reaction symptoms

Satoshi Nishioka, Tomomi Watanabe, [ ... ], Satoko Hori

Deep learning with self-supervision and uncertainty regularization to count fish in underwater images

Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera

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