NeurosciencePLoS ONEPeer-reviewed
Fine-tuning TrailMap: The utility of transfer learning to improve the performance of deep learning in axon segmentation of light-sheet microscopy images
Marjolein T. Oostrom, Michael A. Muniak, Rogene M. Eichler West…·Bobbie‐Jo Webb‐Robertson
This paper improves axon segmentation in light-sheet microscopy images by fine-tuning the TrailMap model with expert-labeled data, achieving better recall and adjusted F1-score.