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Fine-tuning TrailMap: The utility of transfer learning to improve the performance of deep learning in axon segmentation of light-sheet microscopy images.

Autor: Oostrom M; AI & Data Analytics Division, Pacific Northwest National Laboratory, Richland, WA USA., Muniak MA; Vollum Institute, Oregon Health & Science University, Portland, OR USA., Eichler West RM; AI & Data Analytics Division, Pacific Northwest National Laboratory, Richland, WA USA., Akers S; AI & Data Analytics Division, Pacific Northwest National Laboratory, Richland, WA USA., Pande P; Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA USA., Obiri M; AI & Data Analytics Division, Pacific Northwest National Laboratory, Richland, WA USA., Wang W; Appel Alzheimer's Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY USA., Bowyer K; Appel Alzheimer's Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY USA., Wu Z; Appel Alzheimer's Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY USA., Bramer LM; Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA USA., Mao T; Vollum Institute, Oregon Health & Science University, Portland, OR USA., Webb-Robertson BJ; Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA USA.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2023 Oct 23. Date of Electronic Publication: 2023 Oct 23.