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Preprocessing

Efficient feature selection and classification for microarray data

Zifa Li, Weibo Xie, Tao Liu

Predicting the number of defects in a new software version

Ebubeogu Amarachukwu Felix, Sai Peck Lee

ECG classification using 1-D convolutional deep residual neural network

Fahad Khan, Xiaojun Yu, Zhaohui Yuan, Atiq ur Rehman

A Comparison of Independent Event-Related Desynchronization Responses in Motor-Related Brain Areas to Movement Execution, Movement Imagery, and Movement Observation

Jeng-Ren Duann, Jin-Chern Chiou

Percent amplitude of fluctuation: A simple measure for resting-state fMRI signal at single voxel level

Xi-Ze Jia, Jia-Wei Sun, [ ... ], Yu-Feng Zang

KETOS: Clinical decision support and machine learning as a service – A training and deployment platform based on Docker, OMOP-CDM, and FHIR Web Services

Julian Gruendner, Thorsten Schwachhofer, [ ... ], Dennis Toddenroth

Abnormal Brain Connectivity Patterns in Adults with ADHD: A Coherence Study

João Ricardo Sato, Marcelo Queiroz Hoexter, Xavier Francisco Castellanos, Luis A. Rohde

RaCaT: An open source and easy to use radiomics calculator tool

Elisabeth Pfaehler, Alex Zwanenburg, Johan R. de Jong, Ronald Boellaard

Efficient Record Linkage Algorithms Using Complete Linkage Clustering

Abdullah-Al Mamun, Robert Aseltine, Sanguthevar Rajasekaran

Optimizing Preprocessing and Analysis Pipelines for Single-Subject fMRI: 2. Interactions with ICA, PCA, Task Contrast and Inter-Subject Heterogeneity

Nathan W. Churchill, Grigori Yourganov, [ ... ], Stephen C. Strother

Leukemia Prediction Using Sparse Logistic Regression

Tapio Manninen, Heikki Huttunen, Pekka Ruusuvuori, Matti Nykter

Structural and Resting State Functional Connectivity of the Subthalamic Nucleus: Identification of Motor STN Parts and the Hyperdirect Pathway

Ellen J. L. Brunenberg, Pim Moeskops, [ ... ], Bram Platel

Robust T1-Weighted Structural Brain Imaging and Morphometry at 7T Using MP2RAGE

Kieran R. O'Brien, Tobias Kober, [ ... ], Alexis Roche

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