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Impact of environmental factors in predicting daily severity scores of atopic dermatitis.
Hurault G, Delorieux V, Kim YM, Ahn K, Williams HC, Tanaka RJ. Hurault G, et al. Clin Transl Allergy. 2021 Apr;11(2):e12019. doi: 10.1002/clt2.12019. Clin Transl Allergy. 2021. PMID: 33949134 Free PMC article.
We developed a mixed-effect autoregressive ordinal logistic regression model, validated it in a forward-chaining setting and evaluated the effects of the environmental factors on the predictive performance. RESULTS: Our model successfully made daily
We developed a mixed-effect autoregressive ordinal logistic regression model, validated it in a forward-chaining setting and evaluated the e …
Atopic dermatitis severity during exposure to air pollutants and weather changes with an Artificial Neural Network (ANN) analysis.
Patella V, Florio G, Palmieri M, Bousquet J, Tonacci A, Giuliano A, Gangemi S. Patella V, et al. Pediatr Allergy Immunol. 2020 Nov;31(8):938-945. doi: 10.1111/pai.13314. Epub 2020 Aug 20. Pediatr Allergy Immunol. 2020. PMID: 32585042
The primary outcome was the effect of atmospheric and climatic factors on signs and symptoms of AD, assessed using the SCORAD (SCORing Atopic Dermatitis) index. ...The ANN analysis also showed a good discrimination performance (75.46%) in predicting
The primary outcome was the effect of atmospheric and climatic factors on signs and symptoms of AD, assessed using the SCORAD (SCO