Physician Review of a Celiac Disease Risk Estimation and Decision-Making Expert System

Pastore, Robert L.; Murray, Joseph A.; Coffman, Frederick D.; Mitrofanova, Antonina; Srinivasan, Shankar

doi:10.1080/07315724.2019.1608477

Cited by 4 publications

(2 citation statements)

References 46 publications

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“…AI was also used in the analysis of duodenal mucosa biopsy, which can help with qualitative analysis and play an important role in quantitative analysis[ 66 , 67 ]. At the same time, the application of AI with X-ray images[ 68 ], peripheral blood mononuclear cells[ 69 ] and clinical features[ 60 , 70 ] in the diagnosis and classification of CD have also achieved progress.…”

Section: Ai In Common Small Intestinal Diseasesmentioning

confidence: 99%

Artificial intelligence in small intestinal diseases: Application and prospects

Yu¹,

Li²,

Yao³

et al. 2021

WJG

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The small intestine is located in the middle of the gastrointestinal tract, so small intestinal diseases are more difficult to diagnose than other gastrointestinal diseases. However, with the extensive application of artificial intelligence in the field of small intestinal diseases, with its efficient learning capacities and computational power, artificial intelligence plays an important role in the auxiliary diagnosis and prognosis prediction based on the capsule endoscopy and other examination methods, which improves the accuracy of diagnosis and prediction and reduces the workload of doctors. In this review, a comprehensive retrieval was performed on articles published up to October 2020 from PubMed and other databases. Thereby the application status of artificial intelligence in small intestinal diseases was systematically introduced, and the challenges and prospects in this field were also analyzed.

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Section: Ai In Common Small Intestinal Diseasesmentioning

confidence: 99%

Artificial intelligence in small intestinal diseases: Application and prospects

Yu¹,

Li²,

Yao³

et al. 2021

WJG

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“…Clinical manifestations can range from overt intestinal symptoms to asymptomatic disease. Now, it’s considered to be a “clinical chameleon” [ 11 ]. Only a minority of children now present with the classical clinical picture of profound diarrhea and malnutrition.…”

Section: Introductionmentioning

confidence: 99%

Vulnerability in Children with Celiac Disease: Findings from a Scoping Review

Macedo,

Catarino,

Festas

et al. 2024

Children

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(1) Background: The scientific literature highlights that children diagnosed with celiac disease (CD) are at a heightened risk of experiencing physical, psychological, and social challenges, impacting their overall healthy childhood development. However, there remains a lack of a clear understanding regarding the factors that contribute to this vulnerability. The purpose of this study is to analyze and map the evidence on the sociopsychosomatic vulnerability of these children and identify gaps in this topic. (2) Methods: Following Joanna Briggs Institute’s guidelines for scoping reviews, we executed a detailed search of key electronic databases and explored the grey literature to capture a broad spectrum of studies. Our focus was on identifying research that looked into the multiple dimensions of vulnerability—physical, psychological, and social—in children with CD. We included a diverse range of study designs as well as systematic reviews, ensuring a comprehensive analysis. The selection process was stringent, utilizing clearly defined inclusion and exclusion criteria. (3) Results: We identified 61 studies that met our inclusion criteria. The review highlighted significant adverse health outcomes in children with CD and elucidated various individual and environmental determinants that influenced these vulnerabilities. It also underscored the lack of assessment tools to evaluate the risk of health problems in this population. (4) Conclusions: The findings underscore a critical need for further research to deepen our understanding of the vulnerabilities associated with CD in children. Developing targeted assessment tools will be crucial in stratifying health risks and enhancing care strategies for this vulnerable population.

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