首页|Data on Artificial Intelligence Reported by Nicole Bussola and Colleagues [The development of artificial intelligence in the histological diagnosis of Infl ammatory Bowel Disease (IBD-AI)]
Data on Artificial Intelligence Reported by Nicole Bussola and Colleagues [The development of artificial intelligence in the histological diagnosis of Infl ammatory Bowel Disease (IBD-AI)]
扫码查看
点击上方二维码区域，可以放大扫码查看
原文链接
NETL
NSTL
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Artificial Intelligenc e is the subject of a report. According to news reporting originating in Bergamo , Italy, by NewsRx journalists, research stated, "Inflammatory bowel disease (IB D) includes Crohn's Disease (CD) and Ulcerative Colitis (UC). Correct diagnosis requires the identification of precise morphological features such basal plasmac ytosis." The news reporters obtained a quote from the research, "However, histopathologic al interpretation can be challenging, and it is subject to high variability. The IBD-Artificial Intelligence (AI) project aims at the development of an AI-based evaluation system to support the diagnosis of IBD, semi-automatically quantifyi ng basal plasmacytosis. A deep learning model was trained to detect and quantify plasma cells on a public dataset of 4981 annotated images. The model was then t ested on an external validation cohort of 356 intestinal biopsies of CD, UC and healthy controls. AI diagnostic performance was calculated compared to human gol d standard. The system correctly found that CD and UC samples had a greater prev alence of basal plasma cells with mean number of PCs within ROIs of 38.22 (95 % CI: 31.73, 49.04) for CD, 55.16 (46.57, 65.93) for UC, and 17.25 (CI: 12.17, 27. 05) for controls. Overall, OR=4.968 (CI: 1.835, 14.638) was found for IBD compar ed to normal mucosa (CD: +59 %; UC: +129 %). Additiona lly, as expected, UC samples were found to have more plasma cells in colon than CD cases."
BergamoItalyEuropeArtificial Intel ligenceB-LymphocytesBlood CellsBowel Diseases and ConditionsCrohn's Dise aseDiagnostics and ScreeningDigestive System Diseases and ConditionsEmergi ng TechnologiesGastroenteritisGastrointestinal Diseases and ConditionsHeal th and MedicineHemic and Immune SystemsImmune SystemImmunologyInflammato ry Bowel DiseaseInflammatory Bowel Diseases and ConditionsLeukocytesMachin e LearningPlasma CellsPlasmacytosisUlcerative Colitis
NETL
NSTL
