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Deep-learning based detection of gastric precancerous conditions. 2020

Pedro Guimarães, and Andreas Keller, and Tobias Fehlmann, and Frank Lammert, and Markus Casper
Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany.

UI MeSH Term Description Entries
D007090 Image Interpretation, Computer-Assisted Methods developed to aid in the interpretation of ultrasound, radiographic images, etc., for diagnosis of disease. Image Interpretation, Computer Assisted,Computer-Assisted Image Interpretation,Computer-Assisted Image Interpretations,Image Interpretations, Computer-Assisted,Interpretation, Computer-Assisted Image,Interpretations, Computer-Assisted Image
D008297 Male Males
D008875 Middle Aged An adult aged 45 - 64 years. Middle Age
D011230 Precancerous Conditions Pathological conditions that tend eventually to become malignant. Preneoplastic Conditions,Condition, Preneoplastic,Conditions, Preneoplastic,Preneoplastic Condition,Condition, Precancerous,Conditions, Precancerous,Precancerous Condition
D002908 Chronic Disease Diseases which have one or more of the following characteristics: they are permanent, leave residual disability, are caused by nonreversible pathological alteration, require special training of the patient for rehabilitation, or may be expected to require a long period of supervision, observation, or care (Dictionary of Health Services Management, 2d ed). For epidemiological studies chronic disease often includes HEART DISEASES; STROKE; CANCER; and diabetes (DIABETES MELLITUS, TYPE 2). Chronic Condition,Chronic Illness,Chronically Ill,Chronic Conditions,Chronic Diseases,Chronic Illnesses,Condition, Chronic,Disease, Chronic,Illness, Chronic
D005260 Female Females
D005757 Gastritis, Atrophic GASTRITIS with atrophy of the GASTRIC MUCOSA, the GASTRIC PARIETAL CELLS, and the mucosal glands leading to ACHLORHYDRIA. Atrophic gastritis usually progresses from chronic gastritis. Atrophic Gastritides,Atrophic Gastritis,Gastritides, Atrophic
D005773 Gastroscopy Endoscopic examination, therapy or surgery of the interior of the stomach. Gastroscopic Surgical Procedures,Surgical Procedures, Gastroscopic,Gastroscopic Surgery,Surgery, Gastroscopic,Gastroscopic Surgeries,Gastroscopic Surgical Procedure,Gastroscopies,Procedure, Gastroscopic Surgical,Procedures, Gastroscopic Surgical,Surgeries, Gastroscopic,Surgical Procedure, Gastroscopic
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D000077321 Deep Learning Supervised or unsupervised machine learning methods that use multiple layers of data representations generated by nonlinear transformations, instead of individual task-specific ALGORITHMS, to build and train neural network models. Hierarchical Learning,Learning, Deep,Learning, Hierarchical

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