Article ; Online: Ultrasound-Based Radiomics for the Classification of Henoch-Schönlein Purpura Nephritis in Children.
2023 Volume 46, Issue 2, Page(s) 110–120
Abstract: Henoch-Schönlein purpura nephritis (HSPN) is one of the most common kidney diseases in children. The current diagnosis and classification of HSPN depend on pathological biopsy, which is seriously limited by its invasive and high-risk nature. The aim of ... ...
Abstract | Henoch-Schönlein purpura nephritis (HSPN) is one of the most common kidney diseases in children. The current diagnosis and classification of HSPN depend on pathological biopsy, which is seriously limited by its invasive and high-risk nature. The aim of the study was to explore the potential of radiomics model for evaluating the histopathological classification of HSPN based on the ultrasound (US) images. A total of 440 patients with Henoch-Schönlein purpura nephritis proved by biopsy were analyzed retrospectively. They were grouped according to two histopathological categories: those without glomerular crescent formation (ISKDC grades I-II) and those with glomerular crescent formation (ISKDC grades III-V). The patients were randomly assigned to either a training cohort ( |
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MeSH term(s) | Child ; Humans ; IgA Vasculitis/complications ; IgA Vasculitis/diagnostic imaging ; Retrospective Studies ; Radiomics ; Glomerulonephritis/diagnosis ; Glomerulonephritis/pathology ; Kidney/diagnostic imaging ; Kidney/pathology |
Language | English |
Publishing date | 2023-12-22 |
Publishing country | England |
Document type | Randomized Controlled Trial ; Journal Article |
ZDB-ID | 603271-0 |
ISSN | 1096-0910 ; 0161-7346 |
ISSN (online) | 1096-0910 |
ISSN | 0161-7346 |
DOI | 10.1177/01617346231220000 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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