Cardiomegaly Detection on Chest Radiographs: Segmentation Versus Classification
In this study, we investigate the detection of cardiomegaly on frontal chest radiographs through two alternative deep-learning approaches - via anatomical segmentation and via image-level classification. We used the publicly available ChestX-ray14 dataset, and obtained heart and lung segmentation an...
Salvato in:
| Autori principali: | , , , , , |
|---|---|
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
IEEE
2020-01-01
|
| Serie: | IEEE Access |
| Soggetti: | |
| Accesso online: | https://ieeexplore.ieee.org/document/9096290/ |
| Tags: |
Nessun Tag, puoi essere il primo ad aggiungerne!!
|