File:Correlation between difference-age of age predicted via chest radiographs and each disease.jpg

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From the study "Chest radiography as a biomarker of ageing: artificial intelligence-based, multi-institutional model development and validation in Japan"

Summary[edit]

Description
English: "Odds ratio of difference-age of each disease in the external datasets from institutions D and E. Circles represent means and lines represent 99% CIs." "In the correlation investigation phase, the difference-age was correlated with various chronic diseases in the external datasets. No statistically significant differences were observed for most acute diseases. ORs for multivariate analysis with and without chronic diseases as predictors of difference-age are shown in table 3. The correlation between difference-age and each disease is shown in figure 3. A summary of the ORs for correlations between difference-age and diseases by institution is shown in appendix 2 (p 12). The correlation coefficient, RMSE, MSE, and MAE metrics from the correlation investigation phase are shown in appendix 2 (p 13). Results of the subanalysis done with sex as a predictor are shown in appendix 2 (p 14) and the ORs of malignant tumours for each organ are shown in appendix 2 (p 15). Results after excluding participants who fell outside the age range of the biomarker modelling phase are shown in appendix 2 (p 16). Averaged saliency maps for each disease are shown in appendix 2 (p 8)."
Date
Source https://www.thelancet.com/journals/lanhl/article/PIIS2666-7568(23)00133-2/fulltext
Author

Authors of the study:

    Yasuhito Mitsuyama, MD
   Toshimasa Matsumoto, PhD
   Hiroyuki Tatekawa, MD
   Shannon L Walston, MS
   Tatsuo Kimura, MD
   Akira Yamamoto, MD
   Prof Toshio Watanabe, MD
   Prof Yukio Miki, MD
   Daiju Ueda, MD 
.

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current22:51, 14 October 2023Thumbnail for version as of 22:51, 14 October 20232,859 × 2,877 (546 KB)Prototyperspective (talk | contribs)Uploaded a work by Authors of the study: Yasuhito Mitsuyama, MD Toshimasa Matsumoto, PhD Hiroyuki Tatekawa, MD Shannon L Walston, MS Tatsuo Kimura, MD Akira Yamamoto, MD Prof Toshio Watanabe, MD Prof Yukio Miki, MD Daiju Ueda, MD . from https://www.thelancet.com/journals/lanhl/article/PIIS2666-7568(23)00133-2/fulltext with UploadWizard

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