Data

Data set for article: Fusing ToF-SIMS images for spatial-spectral resolution enhancement using a convolutional neural network

La Trobe University
Wil Gardner (Aggregated by)
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ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=info:doi10.26181/20220603.v1&rft.title=Data set for article: Fusing ToF-SIMS images for spatial-spectral resolution enhancement using a convolutional neural network&rft.identifier=10.26181/20220603.v1&rft.publisher=La Trobe University&rft.description=This data set is uploaded as supporting information for the publication entitled:Fusing ToF-SIMS images for spatial-spectral resolution enhancement using a convolutional neural networkFiles are as follows:gold_mesh_data.mat - MATLAB workspace file containing peak-picked ToF-SIMS data (hyperspectral array) for the gold mesh sample.tumor_tissue_data.mat - MATLAB workspace file containing peak-picked ToF-SIMS data (hyperspectral array) for the tumor tissue sample.Additional details about the datasets can be found in the published article.If you use this data set in your work, please cite our work as follows:Gardner, W., Winkler, D. A., Maliki, R., Cutts, S. M., Ellis, S., Anderson, R. L., Muir, B. W., Pigram, P. J., Fusing ToF-SIMS Images for Spatial-Spectral Resolution Enhancement using a Convolutional Neural Network. Adv. Mater. Interfaces 2022, 2201464. https://doi.org/10.1002/admi.202201464 &rft.creator=Wil Gardner&rft.date=2022&rft_rights= https://creativecommons.org/licenses/by-nc-nd/4.0/&rft_rights=This is deposited under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License. You are free to share - copy and redistribute the material in any medium or format under the following terms: Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. NonCommercial — You may not use the material for commercial purposes. NoDerivatives — If you remix, transform, or build upon the material, you may not distribute the modified material. For any reuse or distribution, you must make clear to others the license terms of this work, which can be found at: https://creativecommons.org/licenses/by-nc-nd/4.0/&rft_subject=Other physical sciences not elsewhere classified&rft_subject=resolution enhancement&rft_subject=tof-sims&rft_subject=machine learning&rft_subject=Applied Physics&rft.type=dataset&rft.language=English Access the data
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https://creativecommons.org/licenses/by-nc-nd/4.0/

This is deposited under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License. You are free to share - copy and redistribute the material in any medium or format under the following terms: Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. NonCommercial — You may not use the material for commercial purposes. NoDerivatives — If you remix, transform, or build upon the material, you may not distribute the modified material. For any reuse or distribution, you must make clear to others the license terms of this work, which can be found at: https://creativecommons.org/licenses/by-nc-nd/4.0/

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This data set is uploaded as supporting information for the publication entitled:


Fusing ToF-SIMS images for spatial-spectral resolution enhancement using a convolutional neural network




Files are as follows:


gold_mesh_data.mat - MATLAB workspace file containing peak-picked ToF-SIMS data (hyperspectral array) for the gold mesh sample.


tumor_tissue_data.mat - MATLAB workspace file containing peak-picked ToF-SIMS data (hyperspectral array) for the tumor tissue sample.


Additional details about the datasets can be found in the published article.




If you use this data set in your work, please cite our work as follows:




Gardner, W., Winkler, D. A., Maliki, R., Cutts, S. M., Ellis, S., Anderson, R. L., Muir, B. W., Pigram, P. J., Fusing ToF-SIMS Images for Spatial-Spectral Resolution Enhancement using a Convolutional Neural Network. Adv. Mater. Interfaces 2022, 2201464. https://doi.org/10.1002/admi.202201464 

Issued: 09 11 2022

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Applied Physics | Other physical sciences not elsewhere classified | machine learning | resolution enhancement | tof-sims |

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