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Postprocedural Pneumothorax Detection by Deep Learning on Chest Radiographs. 2022

Mark L Schiebler, and Michael Hartung
From the Department of Radiology, UW-Madison School of Medicine and Public Health, 600 Highland Ave, E3/378 Clinical Science Center, Madison, WI 53794.

UI MeSH Term Description Entries
D011030 Pneumothorax An accumulation of air or gas in the PLEURAL CAVITY, which may occur spontaneously or as a result of trauma or a pathological process. The gas may also be introduced deliberately during PNEUMOTHORAX, ARTIFICIAL. Pneumothorax, Primary Spontaneous,Pressure Pneumothorax,Primary Spontaneous Pneumothorax,Spontaneous Pneumothorax,Tension Pneumothorax,Pneumothorax, Pressure,Pneumothorax, Spontaneous,Pneumothorax, Tension,Spontaneous Pneumothorax, Primary
D011859 Radiography Examination of any part of the body for diagnostic purposes by means of X-RAYS or GAMMA RAYS, recording the image on a sensitized surface (such as photographic film). Radiology, Diagnostic X-Ray,Roentgenography,X-Ray, Diagnostic,Diagnostic X-Ray,Diagnostic X-Ray Radiology,X-Ray Radiology, Diagnostic,Diagnostic X Ray,Diagnostic X Ray Radiology,Diagnostic X-Rays,Radiology, Diagnostic X Ray,X Ray Radiology, Diagnostic,X Ray, Diagnostic,X-Rays, Diagnostic
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
D001707 Biopsy, Needle Removal and examination of tissue obtained through a transdermal needle inserted into the specific region, organ, or tissue being analyzed. Aspiration Biopsy,Puncture Biopsy,Aspiration Biopsies,Biopsies, Aspiration,Biopsies, Needle,Biopsies, Puncture,Biopsy, Aspiration,Biopsy, Puncture,Needle Biopsies,Needle Biopsy,Puncture Biopsies

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