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Deep learning methods have been shown to achieve excellent performance on diagnostic tasks, but how to optimally combine them with expert knowledge and existing clinical decision pathways is still an open challenge.
Marcel Gehrung +2 more
exaly +2 more sources
Diagnosis and Management of Barrett's Esophagus: An Updated ACG Guideline
Barrett's esophagus (BE) is a common condition associated with chronic gastroesophageal reflux disease. BE is the only known precursor to esophageal adenocarcinoma, a highly lethal cancer with an increasing incidence over the last 5 decades.
Gary W Falk +2 more
exaly +2 more sources
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Molecular phenotyping reveals the identity of Barrett’s esophagus and its malignant transition
Science, 2021Identifying the origin of cancer Many cancers are classified on the basis of the organ or tissue from which they originated. However, identifying the specific cells and conditions that precede tumorigenesis can help us understand and better treat the ...
Karol Nowicki-Osuch +2 more
exaly +2 more sources
ACG Clinical Guideline: Diagnosis and Management of Barrett’s Esophagus
Gary W Falk, Prasad G Iyer
exaly +2 more sources
Identifying DNA methylation biomarkers for non-endoscopic detection of Barrett’s esophagus
Helen R Moinova +2 more
exaly +2 more sources
Gastroenterology, 2019 
DESCRIPTION The purpose of this best practice advice article is to describe, in patients with Barrett's esophagus (BE) with dysplasia/early cancer, the role of Barrett's endoscopic therapy (BET) and appropriate follow-up of these patients.
Prateek Sharma +3 more
semanticscholar +1 more source
DESCRIPTION The purpose of this best practice advice article is to describe, in patients with Barrett's esophagus (BE) with dysplasia/early cancer, the role of Barrett's endoscopic therapy (BET) and appropriate follow-up of these patients.
Prateek Sharma +3 more
semanticscholar +1 more source
Computer-aided detection of early neoplastic lesions in Barrett’s esophagus
Endoscopy, 2016Background and study aims: Early neoplasia in Barrett’s esophagus is difficult to detect and often overlooked during Barrett’s surveillance. An automatic detection system could be beneficial, by assisting endoscopists with detection of early neoplastic ...
F. van der Sommen +8 more
semanticscholar +1 more source

