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Showing posts from July, 2020

Lung Cancer: AAH

AAH - Atypical Adenomatous Hyperplasia Atypical adenomatous hyperplasia (AAH) of the lung is a putative precursor lesion of adenocarcinoma of the lung. This entity replaces part of a spectrum of the former bronchoalveolar carcinoma (BAC). Pathology AAHs are represented by localized small cell proliferation, usually measuring ≤0.5 cm, of mildly to moderately atypical type II pneumocytes and/or Clara cells that line along the alveolar walls, alveolar septae, or respiratory bronchiole 3,5,8. Subgrading of those lesions according to the spectrum of cellularity and atypia is not recommended 8. Radiographic features Their radiographic appearances can be somewhat variable but have been commonly described as ground-glass nodules measuring less than 5 mm 3-5, opposed to adenocarcinomas in situ, which are also pre-invasive lesions, that tend to be larger. URL(*1):  https://radiopaedia.org/articles/atypical-adenomatous-hyperplasia-of-the-lung

Hard / Easy sample imbalance problem

Depending on the application, unbalance data sample can be a problem.  Here refers to data set used in training AI model.