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Computational Super-Resolution: An Odyssey in Harnessing Priors to Enhance Optical Microscopy Resolution.

作者信息

Tian Wenfeng, Chen Riwang, Chen Liangyi

机构信息

New Cornerstone Science Laboratory, National Biomedical Imaging Center, State Key Laboratory of Membrane Biology, Institute of Molecular Medicine, College of Future Technology, Peking University, Beijing 100871, China.

New Cornerstone Science Laboratory, State Key Laboratory of Membrane Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.

出版信息

Anal Chem. 2025 Mar 11;97(9):4763-4792. doi: 10.1021/acs.analchem.4c07047. Epub 2025 Feb 27.

DOI:10.1021/acs.analchem.4c07047
PMID:40013618
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11912138/
Abstract
摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/c9284b4a87eb/ac4c07047_0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/325106552ed6/ac4c07047_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/c18da6e0c2df/ac4c07047_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/edd6736be8f1/ac4c07047_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/5fcdeea81126/ac4c07047_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/983828ef936e/ac4c07047_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/d2930e7c3ab3/ac4c07047_0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/fb35af2aeaa0/ac4c07047_0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/d02283821f68/ac4c07047_0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/c9284b4a87eb/ac4c07047_0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/325106552ed6/ac4c07047_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/c18da6e0c2df/ac4c07047_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/edd6736be8f1/ac4c07047_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/5fcdeea81126/ac4c07047_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/983828ef936e/ac4c07047_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/d2930e7c3ab3/ac4c07047_0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/fb35af2aeaa0/ac4c07047_0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/d02283821f68/ac4c07047_0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/336c/11912138/c9284b4a87eb/ac4c07047_0009.jpg

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本文引用的文献

1
This Microtubule Does Not Exist: Super-Resolution Microscopy Image Generation by a Diffusion Model.此微管不存在：基于扩散模型的超分辨率显微镜图像生成
Small Methods. 2025 Mar;9(3):e2400672. doi: 10.1002/smtd.202400672. Epub 2024 Oct 14.
2
One-step nanoscale expansion microscopy reveals individual protein shapes.一步式纳米级扩展显微镜揭示单个蛋白质形状。
Nat Biotechnol. 2024 Oct 9. doi: 10.1038/s41587-024-02431-9.
3
Non-convex optimization for inverse problem solving in computer-generated holography.用于计算机生成全息术中逆问题求解的非凸优化
Light Sci Appl. 2024 Jul 9;13(1):158. doi: 10.1038/s41377-024-01446-w.
4
Resolution in super-resolution microscopy - definition, trade-offs and perspectives.超分辨率显微镜中的分辨率——定义、权衡与展望
Nat Rev Mol Cell Biol. 2024 Sep;25(9):677-682. doi: 10.1038/s41580-024-00755-7. Epub 2024 Jul 1.
5
Resolution enhancement with deblurring by pixel reassignment.通过像素重新分配进行去模糊以增强分辨率。
Adv Photonics. 2023 Nov-Dec;5(6). doi: 10.1117/1.ap.5.6.066004. Epub 2023 Oct 27.
6
Deconwolf enables high-performance deconvolution of widefield fluorescence microscopy images.Deconwolf 可实现宽场荧光显微镜图像的高性能反卷积。
Nat Methods. 2024 Jul;21(7):1245-1256. doi: 10.1038/s41592-024-02294-7. Epub 2024 Jun 6.
7
Zero-shot learning enables instant denoising and super-resolution in optical fluorescence microscopy.零样本学习可实现光学荧光显微镜的即时去噪和超分辨率。
Nat Commun. 2024 May 16;15(1):4180. doi: 10.1038/s41467-024-48575-9.
8
Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration.为基于荧光显微镜的可泛化图像恢复的基础模型进行预训练。
Nat Methods. 2024 Aug;21(8):1558-1567. doi: 10.1038/s41592-024-02244-3. Epub 2024 Apr 12.
9
Label-free biomedical optical imaging.无标记生物医学光学成像。
Nat Photonics. 2023 Dec;17(12):1031-1041. doi: 10.1038/s41566-023-01299-6. Epub 2023 Nov 16.
10
Live-cell super-resolution imaging unconventional dynamics and assemblies of nuclear pore complexes.活细胞超分辨率成像：核孔复合体的非常规动力学与组装
Biophys Rep. 2023 Aug 31;9(4):206-214. doi: 10.52601/bpr.2023.230010.