Deep learning and radiomic feature-based blending ensemble classifier for malignancy risk prediction in cystic renal lesions
oleh: Quan-Hao He, Jia-Jun Feng, Fa-Jin Lv, Qing Jiang, Ming-Zhao Xiao
| Format: | Article |
|---|---|
| Diterbitkan: | SpringerOpen 2023-01-01 |
Deskripsi
Key points 1. Blending ensemble model achieved excellent diagnostic performance in the external validation dataset. 2. Blending ensemble model exceeded the management performance based on the Bosniak classification. 3. Histopathology criterion support ensured that blending ensemble model’s predictions were reliable.