Literature DB >> 29253540

Machine Learning in Detection of Undiagnosed Celiac Disease.

Isabel A Hujoel1, Dennis H Murphree2, Carol T Van Dyke3, Rok Seon Choung3, Ayush Sharma3, Joseph A Murray3, Alberto Rubio-Tapia4.   

Abstract

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Year:  2017        PMID： 29253540      PMCID： PMC6004230          DOI： 10.1016/j.cgh.2017.12.022

Source DB:  PubMed          Journal:  Clin Gastroenterol Hepatol        ISSN： 1542-3565            Impact factor:   11.382


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  8 in total

Review 1.  Diagnostic testing for celiac disease among patients with abdominal symptoms: a systematic review.

Authors:  Daniëlle A W M van der Windt; Petra Jellema; Chris J Mulder; C M Frank Kneepkens; Henriëtte E van der Horst
Journal:  JAMA       Date:  2010-05-05       Impact factor: 56.272

2.  At-Risk Screened Children with Celiac Disease are Comparable in Disease Severity and Dietary Adherence to Those Found because of Clinical Suspicion: A Large Cohort Study.

Authors:  Laura Kivelä; Katri Kaukinen; Heini Huhtala; Marja-Leena Lähdeaho; Markku Mäki; Kalle Kurppa
Journal:  J Pediatr       Date:  2017-01-30       Impact factor: 4.406

3.  Usefulness of symptoms to screen for celiac disease.

Authors:  Anna Rosén; Olof Sandström; Annelie Carlsson; Lotta Högberg; Ola Olén; Hans Stenlund; Anneli Ivarsson
Journal:  Pediatrics       Date:  2014-01-13       Impact factor: 7.124

4.  Less Hidden Celiac Disease But Increased Gluten Avoidance Without a Diagnosis in the United States: Findings From the National Health and Nutrition Examination Surveys From 2009 to 2014.

Authors:  Rok Seon Choung; Aynur Unalp-Arida; Constance E Ruhl; Tricia L Brantner; James E Everhart; Joseph A Murray
Journal:  Mayo Clin Proc       Date:  2016-12-05       Impact factor: 7.616

5.  Screening for Celiac Disease: US Preventive Services Task Force Recommendation Statement.

Authors:  Kirsten Bibbins-Domingo; David C Grossman; Susan J Curry; Michael J Barry; Karina W Davidson; Chyke A Doubeni; Mark Ebell; John W Epling; Jessica Herzstein; Alex R Kemper; Alex H Krist; Ann E Kurth; C Seth Landefeld; Carol M Mangione; Maureen G Phipps; Michael Silverstein; Melissa A Simon; Chien-Wen Tseng
Journal:  JAMA       Date:  2017-03-28       Impact factor: 56.272

6.  Prevalence and Morbidity of Undiagnosed Celiac Disease From a Community-Based Study.

Authors:  Rok Seon Choung; Scott A Larson; Shahryar Khaleghi; Alberto Rubio-Tapia; Inna G Ovsyannikova; Katherine S King; Joseph J Larson; Brian D Lahr; Gregory A Poland; Michael J Camilleri; Joseph A Murray
Journal:  Gastroenterology       Date:  2016-12-01       Impact factor: 22.682

7.  ACG clinical guidelines: diagnosis and management of celiac disease.

Authors:  Alberto Rubio-Tapia; Ivor D Hill; Ciarán P Kelly; Audrey H Calderwood; Joseph A Murray
Journal:  Am J Gastroenterol       Date:  2013-04-23       Impact factor: 10.864

8.  The prevalence of celiac disease in the United States.

Authors:  Alberto Rubio-Tapia; Jonas F Ludvigsson; Tricia L Brantner; Joseph A Murray; James E Everhart
Journal:  Am J Gastroenterol       Date:  2012-07-31       Impact factor: 10.864
  8 in total
  5 in total

Review 1.  A systematic review of the applications of artificial intelligence and machine learning in autoimmune diseases.

Authors:  I S Stafford; M Kellermann; E Mossotto; R M Beattie; B D MacArthur; S Ennis
Journal:  NPJ Digit Med       Date:  2020-03-09

2.  Precision medicine and machine learning towards the prediction of the outcome of potential celiac disease.

Authors:  Francesco Piccialli; Francesco Calabrò; Danilo Crisci; Salvatore Cuomo; Edoardo Prezioso; Roberta Mandile; Riccardo Troncone; Luigi Greco; Renata Auricchio
Journal:  Sci Rep       Date:  2021-03-11       Impact factor: 4.379

3.  Integrated Relaxation Pressure Classification and Probe Positioning Failure Detection in High-Resolution Esophageal Manometry Using Machine Learning.

Authors:  Zoltan Czako; Teodora Surdea-Blaga; Gheorghe Sebestyen; Anca Hangan; Dan Lucian Dumitrascu; Liliana David; Giuseppe Chiarioni; Edoardo Savarino; Stefan Lucian Popa
Journal:  Sensors (Basel)       Date:  2021-12-30       Impact factor: 3.576

4.  Automated detection of celiac disease using Machine Learning Algorithms.

Authors:  Cristian-Andrei Stoleru; Eva H Dulf; Lidia Ciobanu
Journal:  Sci Rep       Date:  2022-03-08       Impact factor: 4.379

Review 5.  A systematic review of the applications of artificial intelligence and machine learning in autoimmune diseases.

Authors:  I S Stafford; M Kellermann; E Mossotto; R M Beattie; B D MacArthur; S Ennis
Journal:  NPJ Digit Med       Date:  2020-03-09
  5 in total

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