Refactoring and performance analysis of the main CNN architectures: using false negative rate minimization to solve the clinical images melanoma detection problem.
Luigi Di BiasiFabiola De MarcoAlessia Auriemma CitarellaModesto Castrillón SantanaPaola BarraGenoveffa TortoraPublished in: BMC Bioinform. (2023)
Keyphrases
- detection rate
- false negative rate
- false positive rate
- image data
- image analysis
- input image
- image classification
- image database
- image retrieval
- traffic signs
- image features
- image registration
- test images
- false positives
- object recognition
- three dimensional
- object detection
- objective function
- clinical applications
- complex background
- anomaly detection
- detection method
- detection algorithm
- machine learning
- region of interest
- object detectors
- false negative
- color images
- low false positive rate
- image sequences
- pigmented skin lesions