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Machine learning algorithms

Automated diagnosis of heart valve degradation using novelty detection algorithms and machine learning

Bernhard Vennemann, Dominik Obrist, Thomas Rösgen

A comparison of machine learning algorithms for the surveillance of autism spectrum disorder

Scott H. Lee, Matthew J. Maenner, Charles M. Heilig

Use of high-content analysis and machine learning to characterize complex microbial samples via morphological analysis

Jennifer Petitte, Michael Doherty, [ ... ], John W. Rice

Mining version history to predict the class instability

Shahid Hussain, Humaira Afzal, [ ... ], Bashir Ahmad

Individualized pattern recognition for detecting mind wandering from EEG during live lectures

Kiret Dhindsa, Anita Acai, [ ... ], Ranil R. Sonnadara

ViraMiner: Deep learning on raw DNA sequences for identifying viral genomes in human samples

Ardi Tampuu, Zurab Bzhalava, Joakim Dillner, Raul Vicente

Are screening methods useful in feature selection? An empirical study

Mingyuan Wang, Adrian Barbu

Bayesian multilevel model of micro RNA levels in ovarian-cancer and healthy subjects

Paweł Wiczling, Emilia Daghir-Wojtkowiak, [ ... ], Magdalena Ratajska

Population size estimation for quality control of ChIP-Seq datasets

Semyon K. Kolmykov, Yury V. Kondrakhin, [ ... ], Fedor A. Kolpakov

Validation of automated artificial intelligence segmentation of optical coherence tomography images

Peter M. Maloca, Aaron Y. Lee, [ ... ], Hendrik P. N. Scholl

Analytics-statistics mixed training and its fitness to semisupervised manufacturing

Parag Parashar, Chun Han Chen, [ ... ], Albert S. Lin

Combining patient visual timelines with deep learning to predict mortality

Anoop Mayampurath, L. Nelson Sanchez-Pinto, [ ... ], Matthew Churpek

Multinomial modelling of TB/HIV co-infection yields a robust predictive signature and generates hypotheses about the HIV+TB+ disease state

Fergal J. Duffy, Ethan G. Thompson, Thomas J. Scriba, Daniel E. Zak

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