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Machine learning

Automatically measuring brain ventricular volume within PACS using artificial intelligence

Fernando Yepes-Calderon, Marvin D. Nelson, J. Gordon McComb

published 15 Mar 2018

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Generalising better: Applying deep learning to integrate deleteriousness prediction scores for whole-exome SNV studies

Ilia Korvigo, Andrey Afanasyev, Nikolay Romashchenko, Mikhail Skoblov

published 14 Mar 2018

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How to evaluate sentiment classifiers for Twitter time-ordered data?

Igor Mozetič, Luis Torgo, Vitor Cerqueira, Jasmina Smailović

published 13 Mar 2018

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A new scheme for strain typing of methicillin-resistant Staphylococcus aureus on the basis of matrix-assisted laser desorption ionization time-of-flight mass spectrometry by using machine learning approach

Hsin-Yao Wang, Tzong-Yi Lee, Yi-Ju Tseng, Tsui-Ping Liu, Kai-Yao Huang, Yung-Ta Chang, Chun-Hsien Chen, Jang-Jih Lu

published 13 Mar 2018

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ABrox—A user-friendly Python module for approximate Bayesian computation with a focus on model comparison

Ulf Kai Mertens, Andreas Voss, Stefan Radev

published 08 Mar 2018

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Predicting urinary tract infections in the emergency department with machine learning

R. Andrew Taylor, Christopher L. Moore, Kei-Hoi Cheung, Cynthia Brandt

published 07 Mar 2018

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Use of data mining techniques to classify soil CO₂ emission induced by crop management in sugarcane field

Camila Viana Vieira Farhate, Zigomar Menezes de Souza, Stanley Robson de Medeiros Oliveira, Rose Luiza Moraes Tavares, João Luís Nunes Carvalho

published 07 Mar 2018

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Deblurring traffic sign images based on exemplars

Houjie Li, Tianshuang Qiu, Shengyang Luan, Haiyu Song, Linxiu Wu

published 07 Mar 2018

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Bayesian optimization for computationally extensive probability distributions

Ryo Tamura, Koji Hukushima

published 05 Mar 2018

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A hierarchical anatomical classification schema for prediction of phenotypic side effects

Somin Wadhwa, Aishwarya Gupta, Shubham Dokania, Rakesh Kanji, Ganesh Bagler

published 01 Mar 2018

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Using machine-learning to optimize phase contrast in a low-cost cellphone microscope

Benedict Diederich, Rolf Wartmann, Harald Schadwinkel, Rainer Heintzmann

published 01 Mar 2018

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Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients

Miha Mlakar, Paolo Emilio Puddu, Maja Somrak, Silvio Bonfiglio, Mitja Luštrek, on behalf of the Chiron and HeartMan research projects

published 01 Mar 2018

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Intrusion detection system using Online Sequence Extreme Learning Machine (OS-ELM) in advanced metering infrastructure of smart grid

Yuancheng Li, Rixuan Qiu, Sitong Jing

published 27 Feb 2018

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