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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 10 of 10 1 Machine learning in medicine: a practical introduction to natural language processing ... Harrison, Conrad J.; Sidey-Gibbons, Chris J.. - : figshare, 2021 Abstract: Abstract Background Unstructured text, including medical records, patient feedback, and social media comments, can be a rich source of data for clinical research. Natural language processing (NLP) describes a set of techniques used to convert passages of written text into interpretable datasets that can be analysed by statistical and machine learning (ML) models. The purpose of this paper is to provide a practical introduction to contemporary techniques for the analysis of text-data, using freely-available software. Methods We performed three NLP experiments using publicly-available data obtained from medicine review websites. First, we conducted lexicon-based sentiment analysis on open-text patient reviews of four drugs: Levothyroxine, Viagra, Oseltamivir and Apixaban. Next, we used unsupervised ML (latent Dirichlet allocation, LDA) to identify similar drugs in the dataset, based solely on their reviews. Finally, we developed three supervised ML algorithms to predict whether a drug review was associated ... Keyword: Artificial Intelligence and Image Processing; FOS Computer and information sciences URL: https://springernature.figshare.com/collections/Machine_learning_in_medicine_a_practical_introduction_to_natural_language_processing/5537977/1 https://dx.doi.org/10.6084/m9.figshare.c.5537977.v1 BASE Hide details 2 Machine learning in medicine: a practical introduction to natural language processing ... Harrison, Conrad J.; Sidey-Gibbons, Chris J.. - : figshare, 2021 BASE Show details 3 Machine learning in medicine: a practical introduction to natural language processing Harrison, Conrad J.; Sidey-Gibbons, Chris J. In: BMC Med Res Methodol (2021) BASE Show details 4 The relationship between academic achievement motivation, active procrastination, anxiety and defensive pessimism in college students Obsivac, Ivana. - : Dublin Business School, 2020 BASE Show details 5 Patient-reported Outcome Measures: The FACE-Q Skin Cancer Module: The Dutch Translation and Linguistic Validation Ottenhof, Maarten J.; Lardinois, Aimee J.P.M.; Brouwer, Philip. - : Wolters Kluwer Health, 2019 BASE Show details 6 Sensorimotor interference in cognitive tasks for children with dyslexia Mulcahy, Sarah. - : Dublin Business School, 2016 BASE Show details 7 Examining the relationship between : English as a second language on self-esteem; self-efficacy; confidence; stress and anxiety Milivojevic, Vukas. - : Dublin Business School, 2014 BASE Show details 8 Huffman scanning: Using language models within fixed-grid keyboard emulation Roark, Brian; Beckley, Russell; Gibbons, Chris... In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 27 (2013) 6, 1212-1234 OLC Linguistik Show details 9 Huffman scanning: using language models within fixed-grid keyboard emulation Roark, Brian; Beckley, Russell; Gibbons, Chris... In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 27 (2013) 6, 1212-1234 BLLDB Show details 10 Augmented input reveals word deafness in a man with frontotemporal dementia Gibbons, Chris; Oken, Barry; Fried-Oken, Melanie. - 2012 BASE Show details

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