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An efficient representation of chronological events in medical texts

Oct 24, 2020
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo Nevado-Holgado

* 4 pages, 2 figures, 7 tables 

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Population Gradients improve performance across data-sets and architectures in object classification

Oct 23, 2020
Yurika Sakai, Andrey Kormilitzin, Qiang Liu, Alejo Nevado-Holgado


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Med7: a transferable clinical natural language processing model for electronic health records

Mar 03, 2020
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Alejo Nevado-Holgado

* 16 pages, 1 figure, 15 tables 

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Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture

Aug 29, 2019
Andrey Kormilitzin, Xinyu Yang, William H. Stone, Caroline Woffindale, Francesca Nicholls, Elena Ribe, Alejo Nevado-Holgado, Noel Buckley

* 11 pages, 5 figures 

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Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks

Jan 06, 2019
Luka Gligic, Andrey Kormilitzin, Paul Goldberg, Alejo Nevado-Holgado

* 11 pages, 4 figures, 8 tables 

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Few-shot Learning for Named Entity Recognition in Medical Text

Nov 13, 2018
Maximilian Hofer, Andrey Kormilitzin, Paul Goldberg, Alejo Nevado-Holgado

* 10 pages, 4 figures, 4 tables 

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