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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

published 26 Sep 2019

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

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

published 25 Sep 2019

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

Jennifer Petitte, Michael Doherty, Jacob Ladd, Cassandra L. Marin, Samuel Siles, Vanessa Michelou, Amanda Damon, Erin Quattrini Eckert, Xiang Huang, John W. Rice

published 23 Sep 2019

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Mining version history to predict the class instability

Shahid Hussain, Humaira Afzal, Muhammad Rafiq Mufti, Muhammad Imran, Amjad Ali, Bashir Ahmad

published 16 Sep 2019

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

Kiret Dhindsa, Anita Acai, Natalie Wagner, Dan Bosynak, Stephen Kelly, Mohit Bhandari, Brad Petrisor, Ranil R. Sonnadara

published 12 Sep 2019

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

Ardi Tampuu, Zurab Bzhalava, Joakim Dillner, Raul Vicente

published 11 Sep 2019

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Are screening methods useful in feature selection? An empirical study

Mingyuan Wang, Adrian Barbu

published 11 Sep 2019

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

Paweł Wiczling, Emilia Daghir-Wojtkowiak, Roman Kaliszan, Michał Jan Markuszewski, Janusz Limon, Magdalena Koczkowska, Maciej Stukan, Alina Kuźniacka, Magdalena Ratajska

published 29 Aug 2019

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Population size estimation for quality control of ChIP-Seq datasets

Semyon K. Kolmykov, Yury V. Kondrakhin, Ivan S. Yevshin, Ruslan N. Sharipov, Anna S. Ryabova, Fedor A. Kolpakov

published 29 Aug 2019

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Validation of automated artificial intelligence segmentation of optical coherence tomography images

Peter M. Maloca, Aaron Y. Lee, Emanuel R. de Carvalho, Mali Okada, Katrin Fasler, Irene Leung, Beat Hörmann, Pascal Kaiser, Susanne Suter, Pascal W. Hasler, Javier Zarranz-Ventura, Catherine Egan, Tjebo F. C. Heeren, Konstantinos Balaskas, Adnan Tufail, Hendrik P. N. Scholl

published 16 Aug 2019

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Analytics-statistics mixed training and its fitness to semisupervised manufacturing

Parag Parashar, Chun Han Chen, Chandni Akbar, Sze Ming Fu, Tejender S. Rawat, Sparsh Pratik, Rajat Butola, Shih Han Chen, Albert S. Lin

published 13 Aug 2019

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Combining patient visual timelines with deep learning to predict mortality

Anoop Mayampurath, L. Nelson Sanchez-Pinto, Kyle A. Carey, Laura-Ruth Venable, Matthew Churpek

published 31 Jul 2019

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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

published 15 Jul 2019

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