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Machine learning

A shared synapse architecture for efficient FPGA implementation of autoencoders

Akihiro Suzuki, Takashi Morie, Hakaru Tamukoh

Automatically measuring brain ventricular volume within PACS using artificial intelligence

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

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

Ilia Korvigo, Andrey Afanasyev, Nikolay Romashchenko, Mikhail Skoblov

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

Igor Mozetič, Luis Torgo, Vitor Cerqueira, Jasmina Smailović

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, [ ... ], Jang-Jih Lu

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

Ulf Kai Mertens, Andreas Voss, Stefan Radev

Predicting urinary tract infections in the emergency department with machine learning

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

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, [ ... ], João Luís Nunes Carvalho

Deblurring traffic sign images based on exemplars

Houjie Li, Tianshuang Qiu, [ ... ], Linxiu Wu

Bayesian optimization for computationally extensive probability distributions

Ryo Tamura, Koji Hukushima

A hierarchical anatomical classification schema for prediction of phenotypic side effects

Somin Wadhwa, Aishwarya Gupta, [ ... ], Ganesh Bagler

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

Benedict Diederich, Rolf Wartmann, Harald Schadwinkel, Rainer Heintzmann

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

Miha Mlakar, Paolo Emilio Puddu, [ ... ], on behalf of the Chiron and HeartMan research projects

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