Healthcare Text Analytics: Unlocking the Evidence from Free Text, Volume III

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ORIGINAL RESEARCH

Published on 26 Feb 2024

Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning

Lifeng Han
Serge Gladkoff
Gleb Erofeev
Irina Sorokina
Betty Galiano
Goran Nenadic

Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning

doi 10.3389/fdgth.2024.1211564

1,908 views
6 citations

ORIGINAL RESEARCH

Published on 28 Nov 2023

FLAP: a framework for linking free-text addresses to the Ordnance Survey Unique Property Reference Number database

Huayu Zhang
Arlene Casey
Imane Guellil
Víctor Suárez-Paniagua
Clare MacRae
Charis Marwick
Honghan Wu
Bruce Guthrie
Beatrice Alex

FLAP: a framework for linking free-text addresses to the Ordnance Survey Unique Property Reference Number database

doi 10.3389/fdgth.2023.1186208

1,194 views
2 citations

ORIGINAL RESEARCH

Published on 28 Sep 2023

Understanding the performance and reliability of NLP tools: a comparison of four NLP tools predicting stroke phenotypes in radiology reports

Arlene Casey
Emma Davidson
Claire Grover
Richard Tobin
Andreas Grivas
Huayu Zhang
Patrick Schrempf
Alison Q. O’Neil
Liam Lee
8 more
Beatrice Alex

Understanding the performance and reliability of NLP tools: a comparison of four NLP tools predicting stroke phenotypes in radiology reports

doi 10.3389/fdgth.2023.1184919

1,411 views
4 citations

ORIGINAL RESEARCH

Published on 14 Jun 2023

Acute stroke CDS: automatic retrieval of thrombolysis contraindications from unstructured clinical letters

Murray Cutforth
Hannah Watson
Cameron Brown
Chaoyang Wang
Stuart Thomson
Dickon Fell
Vismantas Dilys
Morag Scrimgeour
Patrick Schrempf
3 more
Alison Q O’Neil

Acute stroke CDS: automatic retrieval of thrombolysis contraindications from unstructured clinical letters

doi 10.3389/fdgth.2023.1186516

1,276 views

ORIGINAL RESEARCH

Published on 14 Jun 2023

Multilingual RECIST classification of radiology reports using supervised learning

Luc Mottin
Jean-Philippe Goldman
Christoph Jäggli
Rita Achermann
Julien Gobeill
Julien Knafou
Julien Ehrsam
Alexandre Wicky
Camille L. Gérard
9 more
Patrick Ruch

Multilingual RECIST classification of radiology reports using supervised learning

doi 10.3389/fdgth.2023.1195017

1,116 views
1 citation

ORIGINAL RESEARCH

Published on 24 Apr 2023

DDI-MuG: Multi-aspect graphs for drug-drug interaction extraction

Jie Yang
Yihao Ding
Siqu Long
Josiah Poon
Soyeon Caren Han

DDI-MuG: Multi-aspect graphs for drug-drug interaction extraction

doi 10.3389/fdgth.2023.1154133

1,009 views
2 citations

PERSPECTIVE

Published on 12 Apr 2023

AI chatbots not yet ready for clinical use

Joshua Au Yeung
Zeljko Kraljevic
Akish Luintel
Alfred Balston
Esther Idowu
Richard J. Dobson
James T. Teo

AI chatbots not yet ready for clinical use

doi 10.3389/fdgth.2023.1161098

10,263 views
75 citations

ORIGINAL RESEARCH

Published on 23 Jan 2023

Identifying encephalopathy in patients admitted to an intensive care unit: Going beyond structured information using natural language processing

Helena Ariño
Soo Kyung Bae
Jaya Chaturvedi
Tao Wang
Angus Roberts

Identifying encephalopathy in patients admitted to an intensive care unit: Going beyond structured information using natural language processing

doi 10.3389/fdgth.2023.1085602

2,263 views

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