Investigation of biases in convolutional neural networks for semantic segmentation using performance sensitivity analysis
The application of deep neural networks for segmentation in medical imaging has gained substantial interest in recent years. In many cases, this variant of machine learning has been shown to outperform other conventional segmentation approaches. However, little is known about its general applicabili...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-08-01
|
| Series: | Zeitschrift für Medizinische Physik |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S0939388921001094 |