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Deep learning

Towards novel osteoarthritis biomarkers: Multi-criteria evaluation of 46,996 segmented knee MRI data from the Osteoarthritis Initiative

Alexander Tack, Felix Ambellan, Stefan Zachow

An improved deep learning model for hierarchical classification of protein families

Pahalage Dhanushka Sandaruwan, Champi Thusangi Wannige

Real-time lane detection model based on non bottleneck skip residual connections and attention pyramids

Lichao Chen, Xiuzhi Xu, [ ... ], Xiaoming Li

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

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