The establishment of a regression model from four modes of ultrasound to predict the activity of Crohn's disease
| Autor: | Ji-Gang Jing, Yu-Ting Wu, Hua Zhuang, Yan Luo, Yan Zhang, Hu Zhang, Jingxi Mu |
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| Rok vydání: | 2020 |
| Předmět: |
Adult
Male Adolescent Science Perforation (oil well) Pilot Projects Mesenteric fat Severity of Illness Index Article 030218 nuclear medicine & medical imaging 03 medical and health sciences Young Adult 0302 clinical medicine Crohn Disease medicine Humans Gastrointestinal diseases Ultrasonography Alternative methods Crohn's disease Shear wave elastography Multidisciplinary business.industry Ultrasound Regression analysis Middle Aged medicine.disease digestive system diseases Medicine Regression Analysis 030211 gastroenterology & hepatology Ultrasonic sensor Female business Nuclear medicine |
| Zdroj: | Scientific Reports Scientific Reports, Vol 11, Iss 1, Pp 1-8 (2021) |
| ISSN: | 2045-2322 |
| Popis: | To establish a multi-parametric regression model from four modes of ultrasound to predict the activity of Crohn's disease (CD) noninvasively. Score of 150 of the Crohn’s Disease Activity Index (CDAI) was taken as the cut-off value to divide the involved bowel segments of 51 patients into the active and inactive group. Eleven parameters from four modes of ultrasound (B-mode ultrasonography, color Doppler flow imaging, contrast-enhanced ultrasonography and shear wave elastography) were compared between the two groups to investigate the relationship between multimodal ultrasonic features and CD activity. P 2 = 0.72, P = 0.037). The multimodal ultrasound parametric regression model was designed to predict CDAI score invasively. The model has the potential to provide an alternative method for quantifying the CD activity. |
| Databáze: | OpenAIRE |
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