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Machine learning

Age Correction in Dementia – Matching to a Healthy Brain

Juergen Dukart, Matthias L. Schroeter, Karsten Mueller, The Alzheimer's Disease Neuroimaging Initiative

Prediction of Antimicrobial Peptides Based on Sequence Alignment and Feature Selection Methods

Ping Wang, Lele Hu, [ ... ], Kuo-Chen Chou

Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome

Esra Zihni, Vince Istvan Madai, [ ... ], Dietmar Frey

Prediction model development of late-onset preeclampsia using machine learning-based methods

Jong Hyun Jhee, SungHee Lee, [ ... ], Jung Tak Park

Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

100% Classification Accuracy Considered Harmful: The Normalized Information Transfer Factor Explains the Accuracy Paradox

Francisco J. Valverde-Albacete, Carmen Peláez-Moreno

Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs

Mike Voets, Kajsa Møllersen, Lars Ailo Bongo

Mapping land cover change over continental Africa using Landsat and Google Earth Engine cloud computing

Alemayehu Midekisa, Felix Holl, [ ... ], Hugh J. W. Sturrock

A bioavailable strontium isoscape for Western Europe: A machine learning approach

Clement P. Bataille, Isabella C. C. von Holstein, [ ... ], Gareth R. Davies

Single Trial Classification of Motor Imagination Using 6 Dry EEG Electrodes

Florin Popescu, Siamac Fazli, [ ... ], Klaus-R. Müller

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

Yu-Wei Lin, Yuqian Zhou, [ ... ], Roy H. Campbell

Classification of breast cancer histopathological images using interleaved DenseNet with SENet (IDSNet)

Xia Li, Xi Shen, [ ... ], Tie-Qiang Li

Automatic Prediction of Cardiovascular and Cerebrovascular Events Using Heart Rate Variability Analysis

Paolo Melillo, Raffaele Izzo, [ ... ], Leandro Pecchia

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