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Retraining an open-source pneumothorax detecting machine learning algorithm for improved performance to medical images.

PURPOSE: To validate a machine learning model trained on an open source dataset and subsequently optimize it to chest X-rays with large pneumothoraces from our institution. METHODS: The study was retrospective in nature. The open-source chest X-ray (CXR8) dataset was dichotomized to cases with pneum...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Clin Imaging
Egile Nagusiak: Kitamura, Gene, Deible, Christopher
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7085967/
https://ncbi.nlm.nih.gov/pubmed/31954346
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.clinimag.2020.01.008
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