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A super-resolution strategy for mass spectrometry imaging via transfer learning

Tiepeng Liao, Zihao Ren, Zhaoliang Chai, Man Yuan, Chenjian Miao, Junjie Li, Qi Chen, Zhilin Li, Ziyi Wang, Yi Lin, Si-Yuan Ge, Wenwei Qian, Longfeng Shen, Zilei Wang, Wei Xiong, Hongying Zhu

2023Nature Machine Intelligence42 citationsDOI

Topics & Concepts

Computer scienceDeep learningArtificial intelligenceTransfer of learningSample (material)GeneralizationMass spectrometry imagingSimilarity (geometry)Resolution (logic)SuperresolutionImage resolutionPattern recognition (psychology)Image (mathematics)Mass spectrometryChemistryMathematicsChromatographyMathematical analysisSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Image Processing TechniquesAdvanced X-ray Imaging Techniques
A super-resolution strategy for mass spectrometry imaging via transfer learning | Litcius