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Machine learning

Biological batch normalisation: How intrinsic plasticity improves learning in deep neural networks

Nolan Peter Shaw, Tyler Jackson, Jeff Orchard

A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity

David Goodman-Meza, Akos Rudas, [ ... ], Vladimir Manuel

Joint disc and cup segmentation based on recurrent fully convolutional network

Jing Gao, Yun Jiang, Hai Zhang, Falin Wang

A new analytical framework for missing data imputation and classification with uncertainty: Missing data imputation and heart failure readmission prediction

Zhiyong Hu, Dongping Du

Infrared and visible image fusion method of dual NSCT and PCNN

Chunming Wu, Long Chen

Short k-mer abundance profiles yield robust machine learning features and accurate classifiers for RNA viruses

Md. Nafis Ul Alam, Umar Faruq Chowdhury

The intestinal microbiome is a co-determinant of the postprandial plasma glucose response

Nadja B. Søndertoft, Josef K. Vogt, [ ... ], Oluf Pedersen

Increasing tendency of urine protein is a risk factor for rapid eGFR decline in patients with CKD: A machine learning-based prediction model by using a big database

Daijo Inaguma, Akimitsu Kitagawa, [ ... ], Yukio Yuzawa

Group-based local adaptive deep multiple kernel learning with lp norm

Shengbing Ren, Fa Liu, [ ... ], Chaudry Naeem Siddique

Prediction of hepatitis E using machine learning models

Yanhui Guo, Yi Feng, [ ... ], Jingjing Lv

Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging

Dong Wook Kim, Hye Young Jang, [ ... ], Seong Ho Park

Coupling spectral imaging and laboratory analyses to digitally map sediment parameters and stratigraphic layers in Yeha, Ethiopia

Vincent Haburaj, Sarah Japp, [ ... ], Brigitta Schütt

Person identification from EEG using various machine learning techniques with inter-hemispheric amplitude ratio

Isuru Jayarathne, Michael Cohen, Senaka Amarakeerthi

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