Research graph
References from Artificial intelligence: A new tool in the pathologist's armamentarium for the diagnosis of IBD. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1016/s0140-6736(16)31711-1
10.1016/s0140-6736(16)31711-1 · External reference
10.1016/s0140-6736(16)32126-2
10.1016/s0140-6736(16)32126-2 · External reference
Histopathology of non-IBD colitis practical recommendations from pathologists of IG-IBD Group
10.1016/j.dld.2021.01.026 · 2021 · External reference
Non-invasive monitoring and treat-to-target approach are cost-effective in patients with mild-moderate ulcerative colitis
10.1111/apt.17261 · 2023 · External reference
Biomarkers in inflammatory bowel disease: a practical guide
10.1177/17562848241251600 · 2024 · External reference
10.1136/gut.2005.082909
10.1136/gut.2005.082909 · External reference
Histopathology of IBD Colitis. A practical approach from the pathologists of the Italian Group for the study of the gastrointestinal tract (GIPAD)
10.32074/1591-951x-235 · 2021 · External reference
Definitions of histological abnormalities in inflammatory bowel disease: an ECCO position paper
10.1093/ecco-jcc/jjad142 · 2024 · External reference
Assessment of histological remission in ulcerative colitis: discrepancies between daily practice and expert opinion
10.1093/ecco-jcc/jjx165 · 2018 · External reference
The role of artificial intelligence in the diagnosis and treatment of ulcerative colitis
10.3390/diagnostics14101004 · 2024 · External reference
Inflammatory bowel disease genomics, transcriptomics, proteomics and metagenomics meet artificial intelligence
10.1002/ueg2.12655 · 2024 · External reference
10.1097/cej.0000000000000804
10.1097/cej.0000000000000804 · External reference
10.1093/ibd/izab187
10.1093/ibd/izab187 · External reference
10.1016/s2468-1253(24)00053-0
10.1016/s2468-1253(24)00053-0 · External reference
Artificial intelligence, machine learning and health systems
10.7189/jogh.08.020303 · 2018 · External reference
Artificial intelligence in health care: preparing for the fifth Industrial Revolution
10.5694/mja2.50755 · 2020 · External reference
10.1038/embor.2013.177
10.1038/embor.2013.177 · External reference
Machine learning in clinical practice: prospects and pitfalls
10.5694/mja2.50294 · 2019 · External reference
10.1056/nejmra1814259
10.1056/nejmra1814259 · External reference
10.1016/j.csbj.2018.01.001 · Admitted local publication
Unresolved reference
2018 · External reference
10.1561/2200000006 · Admitted local publication
AI-luminating artificial intelligence in inflammatory bowel diseases: a narrative review on the role of AI in endoscopy, histology, and imaging for IBD
2024 · External reference
10.1053/j.gastro.2021.12.238
10.1053/j.gastro.2021.12.238 · External reference
10.1109/cvpr.2009.5206848
10.1109/cvpr.2009.5206848 · External reference
10.14245/ns.1938396.198.c1
10.14245/ns.1938396.198.c1 · External reference
Constrained multiple instance learning for ulcerative colitis prediction using histological images
10.1016/j.cmpb.2022.107012 · 2022 · External reference
10.1145/2623330.2623754
10.1145/2623330.2623754 · External reference
Radiomics in medical imaging-"how-to" guide and critical reflection
10.1186/s13244-020-00887-2 · 2020 · External reference
Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology
10.1093/annonc/mdx034 · 2017 · External reference
Radiomics-based analysis of intestinal ultrasound images for inflammatory bowel disease: a feasibility study
2024 · External reference
A radiomics nomogram based on MSCT and clinical factors can stratify fibrosis in inflammatory bowel disease
10.1038/s41598-023-51036-w · 2024 · External reference
10.1038/ncomms12474
10.1038/ncomms12474 · External reference
Deep learning models for histopathological classification of gastric and colonic epithelial tumours
10.1038/s41598-020-58467-9 · 2020 · External reference
Classification of paediatric inflammatory bowel disease using machine learning
10.1038/s41598-017-02606-2 · 2017 · External reference
Development and validation of diagnostic criteria for IBD subtypes including IBD-unclassified in children: a multicentre study from the pediatric IBD Porto Group of ESPGHAN
2017 · External reference
Accurate classification of pediatric colonic inflammatory bowel disease subtype using a random forest machine learning classifier
10.1097/mpg.0000000000002956 · 2021 · External reference
Machine learning-based prediction of pediatric ulcerative colitis treatment response using diagnostic histopathology
10.1053/j.gastro.2024.01.033 · 2024 · External reference
A novel approach for quantitative assessment of mucosal damage in inflammatory bowel disease
10.1186/1746-1596-8-156 · 2013 · External reference
10.5220/0007314003960405
10.5220/0007314003960405 · External reference
10.1002/ueg2.12562
10.1002/ueg2.12562 · External reference
Early histological findings may predict the clinical phenotype in Crohn's colitis
10.1177/2050640616676435 · 2017 · External reference
Deep learning analysis of histologic images from intestinal specimen reveals adipocyte shrinkage and mast cell infiltration to predict postoperative Crohn disease
10.1016/j.ajpath.2022.03.006 · 2022 · External reference
Utilizing deep learning to analyze whole slide images of colonic biopsies for associations between eosinophil density and clinicopathologic features in active ulcerative colitis
10.1093/ibd/izab122 · 2022 · External reference
PICaSSO histologic remission index (PHRI) in ulcerative colitis: development of a novel simplified histological score for monitoring mucosal healing and predicting clinical outcomes and its applicability in an artificial intelligence system
10.1136/gutjnl-2021-326376 · 2022 · External reference
Artificial intelligence enabled histological prediction of remission or activity and clinical outcomes in ulcerative colitis
10.1053/j.gastro.2023.02.031 · 2023 · External reference
Deep learning-based automated quantification of goblet cell mucus using histological images as a predictor of clinical relapse of ulcerative colitis with endoscopic remission
10.1007/s00535-022-01924-1 · 2022 · External reference
Artificial intelligence enables quantitative assessment of ulcerative colitis histology
10.1016/j.modpat.2023.100124 · 2023 · External reference
Deep learning models capture histological disease activity in Crohn's disease and ulcerative colitis with high fidelity
10.1093/ecco-jcc/jjad171 · 2024 · External reference
Unresolved reference
External reference
Artificial intelligence program to predict p53 mutations in ulcerative colitis-associated cancer or dysplasia
10.1093/ibd/izab350 · 2022 · External reference
Pattern-based histologic approach in very early onset IBD: main features and differential diagnosis
10.1097/pap.0000000000000323 · 2022 · External reference
Histopathological diagnosis of ulcerative colitis-associated neoplasia
10.1111/den.13387 · 2019 · External reference
