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Deep learning

Lithological information extraction and classification in hyperspectral remote sensing data using Backpropagation Neural Network

Zhengyang Wang, Shufang Tian

Detecting phishing websites using machine learning technique

Ashit Kumar Dutta

Detection and classification of neurons and glial cells in the MADM mouse brain using RetinaNet

Yuheng Cai, Xuying Zhang, [ ... ], Alon Greenbaum

Predicting fracture outcomes from clinical registry data using artificial intelligence supplemented models for evidence-informed treatment (PRAISE) study protocol

Joanna F. Dipnall, Richard Page, [ ... ], Belinda J. Gabbe

Application of a time-series deep learning model to predict cardiac dysrhythmias in electronic health records

Aixia Guo, Sakima Smith, [ ... ], Randi E. Foraker

Deep generative models for automated muscle segmentation in computed tomography scanning

Daisuke Nishiyama, Hiroshi Iwasaki, [ ... ], Hiroshi Yamada

Relation classification via BERT with piecewise convolution and focal loss

Jianyi Liu, Xi Duan, [ ... ], Bingjie Lin

Identifying indicator species in ecological habitats using Deep Optimal Feature Learning

Yiting Tsai, Susan A. Baldwin, Bhushan Gopaluni

HDC-Net: A hierarchical dilation convolutional network for retinal vessel segmentation

Xiaolong Hu, Liejun Wang, Shuli Cheng, Yongming Li

Pneumonia detection in chest X-ray images using an ensemble of deep learning models

Rohit Kundu, Ritacheta Das, [ ... ], Ram Sarkar

Predicting mortality among patients with liver cirrhosis in electronic health records with machine learning

Aixia Guo, Nikhilesh R. Mazumder, Daniela P. Ladner, Randi E. Foraker

Multi- class classification of breast cancer abnormalities using Deep Convolutional Neural Network (CNN)

Maleika Heenaye-Mamode Khan, Nazmeen Boodoo-Jahangeer, [ ... ], Kapil Kumar Nagwanshi

Revisiting the relationship between constructive alignment and learning approaches: A perceived alignment perspective

Christian Stamov Roßnagel, Katrin Lo Baido, Noleine Fitzallen

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