Topische Therapie

Garbe, Claus; Wolf, Gerd

doi:10.1007/3-540-26624-0_104

Cited by 11 publications

(2 citation statements)

References 33 publications

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“…The third methodology employs a spelling correction module called Symspell (Garbe, 2019) which corrects the spelling errors at text level before text tagging. This method is built using the Symmetric Delete spelling correction algorithm which reduces the complexity of edit candidate generation and dictionary lookup for a given Damerau-Levenshtein distance (Damerau, 1964;Levenshtein, 1966).…”

Section: Methodsmentioning

confidence: 99%

Characterizing drug mentions in COVID-19 Twitter Chatter

Tekumalla¹,

Banda²

2020

Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020

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Since the classification of COVID-19 as a global pandemic, there have been many attempts to treat and contain the virus. Although there is no specific antiviral treatment recommended for COVID-19, there are several drugs that can potentially help with symptoms. In this work, we mined a large twitter dataset of 424 million tweets of COVID-19 chatter to identify discourse around drug mentions. While seemingly a straightforward task, due to the informal nature of language use in Twitter, we demonstrate the need of machine learning alongside traditional automated methods to aid in this task. By applying these complementary methods, we are able to recover almost 15% additional data, making misspelling handling a needed task as a pre-processing step when dealing with social media data.

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Section: Methodsmentioning

confidence: 99%

Characterizing drug mentions in COVID-19 Twitter Chatter

Tekumalla¹,

Banda²

2020

Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020

View full text Add to dashboard Cite

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“…Atrophogeneity of topical steroid drugs is determined by their strength, duration of therapy , rate of application , and features of transport medium . It was also found that the risk of atrophy development with the use of topical corticosteroids greatly depends on morphological properties of skin of different anatomy .…”

mentioning

confidence: 99%