A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology.
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| Title: | A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology. |
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| Authors: | Haft-Javaherian M; Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA.; Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology, Cambridge, MA 02142 USA., Villiger M; Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA., Schaffer CB; Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14853 USA., Nishimura N; Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14853 USA., Golland P; Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology, Cambridge, MA 02142 USA., Bouma BE; Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA.; Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02142 USA. |
| Source: | Conference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Workshops [Conf Comput Vis Pattern Recognit Workshops] 2020 Jun; Vol. 2020, pp. 4262-4271. Date of Electronic Publication: 2020 Jul 28. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101554644 Publication Model: Print-Electronic Cited Medium: Print ISSN: 2160-7508 (Print) Linking ISSN: 21607508 NLM ISO Abbreviation: Conf Comput Vis Pattern Recognit Workshops Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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