Nodule-focused AI models outperformed whole-chest-region models for lung cancer classification on internal and external CT datasets, but external validity is threatened by possible pretraining data overlap.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.IV 1years
2024 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Refining Focus in AI for Lung Cancer: Comparing Lesion-Centric and Chest-Region Models with Performance Insights from Internal and External Validation
Nodule-focused AI models outperformed whole-chest-region models for lung cancer classification on internal and external CT datasets, but external validity is threatened by possible pretraining data overlap.