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Generalizable Inter-Institutional Classification of Abnormal Chest Radiographs Using Efficient Convolutional Neural Networks

Our objective is to evaluate the effectiveness of efficient convolutional neural networks (CNNs) for abnormality detection in chest radiographs and investigate the generalizability of our models on data from independent sources. We used the National Institutes of Health ChestX-ray14 (NIH-CXR) and th...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Digit Imaging
Prif Awduron: Pan, Ian, Agarwal, Saurabh, Merck, Derek
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Springer International Publishing 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6737122/
https://ncbi.nlm.nih.gov/pubmed/30838482
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-019-00180-9
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