Automated evaluation of probe-based confocal laser endomicroscopy in the lung - Bondesson, David; Schneider, Moritz J.; Silbernagel, Edith; Behr, Jürgen; Reichenberger, Frank; Dinkel, Julien (PLOS ONE, 2020)
Keywords: Aged; Algorithms; Alveoli; Automation; Biology and Life Sciences; Biopsy; Bronchoscopy; Bronchoscopy - methods; Computer aided medical diagnosis; Computer and Information Sciences; Computer Systems; Data mining; Diagnosis; Diagnostic systems; Diseases; Elastin; Elastin - analysis; Elastin - ultrastructure; Equipment Design; Evaluation; Female; Hospitals; Humans; Image Processing, Computer-Assisted; Image segmentation; Interstitial lung diseases; Laser endoscopy; Laser scanning microscopy; Lasers; Learning algorithms; Lung diseases; Lung Diseases, Interstitial; Lung Diseases, Interstitial - pathology; Machine learning; Male; Medical diagnosis; Medicine; Medicine and Health Sciences; Methods; Microscopy, Confocal; Microscopy, Confocal - instrumentation; Microscopy, Confocal - methods; Microscopy, Video; Microscopy, Video - instrumentation; Microscopy, Video - methods; Middle Aged; Non-Smokers; Patients; Physical Sciences; Pneumonia; Pulmonary Alveoli; Pulmonary Alveoli - chemistry; Pulmonary Alveoli - ultrastructure; Q; R; Radiology; Research and Analysis Methods; Research Article; Respiratory tract diseases; Science; Smoking Cessation; Statistical analysis; Supervised Machine Learning; Thickness; Time; Germany; France; Mauna Kea