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Benchmarking Quantized Neural Networks on FPGAs with FINN


Feb 02, 2021
Quentin Ducasse, Pascal Cotret, Loïc Lagadec, Robert Stewart

* Presented at DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021) (arXiv:2102.00818) 

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Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit


Oct 02, 2020
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A Folarin, Angus Roberts, Rebecca Bendayan, Mark P Richardson, Robert Stewart, Anoop D Shah, Wai Keong Wong, Zina Ibrahim, James T Teo, Richard JB Dobson

* Preprint: 44 Pages, 5 Figures 

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Bombus Species Image Classification


Jun 09, 2020
Venkat Margapuri, George Lavezzi, Robert Stewart, Dan Wagner


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Comparative Analysis of Text Classification Approaches in Electronic Health Records


May 08, 2020
Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts


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Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR


Feb 07, 2020
Rebecca Bendayan, Honghan Wu, Zeljko Kraljevic, Robert Stewart, Tom Searle, Jaya Chaturvedi, Jayati Das-Munshi, Zina Ibrahim, Aurelie Mascio, Angus Roberts, Daniel Bean, Richard Dobson

* 4 pages, 2 tables 

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Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics


Aug 08, 2019
Dalton Lunga, Jonathan Gerrand, Hsiuhan Lexie Yang, Christopher Layton, Robert Stewart


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Contextualised concept embedding for efficiently adapting natural language processing models for phenotype identification


Mar 13, 2019
Honghan Wu, Karen Hodgson, Sue Dyson, Katherine I. Morley, Zina M. Ibrahim, Ehtesham Iqbal, Robert Stewart, Richard JB Dobson, Cathie Sudlow


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