Wang, Heng; Kuo, Tien-Chueh; Tseng, Yufeng Jane (2025) DeePFAS: Deep-Learning-Enabled Rapid Annotation of PFAS: Enhancing Nontargeted Screening through Spectral Encoding and Latent Space Analysis. Environmental Science & Technology, 59 (46). doi:10.1021/acs.est.5c09769
| Reference Type | Journal (article/letter/editorial) | ||
|---|---|---|---|
| Title | DeePFAS: Deep-Learning-Enabled Rapid Annotation of PFAS: Enhancing Nontargeted Screening through Spectral Encoding and Latent Space Analysis | ||
| Journal | Environmental Science & Technology | ||
| Authors | Wang, Heng | Author | |
| Kuo, Tien-Chueh | Author | ||
| Tseng, Yufeng Jane | Author | ||
| Year | 2025 (November 25) | Volume | 59 |
| Issue | 46 | ||
| Publisher | American Chemical Society (ACS) | ||
| DOI | doi:10.1021/acs.est.5c09769Search in ResearchGate | ||
| Generate Citation Formats | |||
| Mindat Ref. ID | 19253552 | Long-form Identifier | mindat:1:5:19253552:0 |
| GUID | 0 | ||
| Full Reference | Wang, Heng; Kuo, Tien-Chueh; Tseng, Yufeng Jane (2025) DeePFAS: Deep-Learning-Enabled Rapid Annotation of PFAS: Enhancing Nontargeted Screening through Spectral Encoding and Latent Space Analysis. Environmental Science & Technology, 59 (46). doi:10.1021/acs.est.5c09769 | ||
| Plain Text | Wang, Heng; Kuo, Tien-Chueh; Tseng, Yufeng Jane (2025) DeePFAS: Deep-Learning-Enabled Rapid Annotation of PFAS: Enhancing Nontargeted Screening through Spectral Encoding and Latent Space Analysis. Environmental Science & Technology, 59 (46). doi:10.1021/acs.est.5c09769 | ||
| In | (2025, November) Environmental Science & Technology Vol. 59 (46). American Chemical Society (ACS) | ||
References Listed
These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.
| Not Yet Imported: Trends in Environmental Analytical Chemistry - journal-article : 10.1016/j.teac.2023.e00216 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.trac.2019.02.021 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.cogsc.2023.100775 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
 | |
| Not Yet Imported: - journal-article : 10.1016/j.trac.2019.02.024 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Simon, Fabian, Gehrenkemper, Lennart, Becher, Susanne, Dierkes, Georg, Langhammer, Nicole, Cossmer, Antje, von der Au, Marcus, Göckener, Bernd, Fliedner, Annette, Rüdel, Heinz, Koschorreck, Jan, Meermann, Björn (2023) Quantification and characterization of PFASs in suspended particulate matter (SPM) of German rivers using EOF, dTOPA, (non-)target HRMS. Science of The Total Environment, 885. 163753 doi:10.1016/j.scitotenv.2023.163753 |
| |
| Not Yet Imported: ACS ES&T Water - journal-article : 10.1021/acsestwater.1c00168 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Wang, Zhanyun, Buser, Andreas M., Cousins, Ian T., Demattio, Silvia, Drost, Wiebke, Johansson, Olof, Ohno, Koichi, Patlewicz, Grace, Richard, Ann M., Walker, Glen W., White, Graham S., Leinala, Eeva (2021) A New OECD Definition for Per- and Polyfluoroalkyl Substances. Environmental Science & Technology, 55 (23) 15575-15578 doi:10.1021/acs.est.1c06896 |
| |
| |
| |
| Not Yet Imported: - journal-article : 10.1021/acs.estlett.0c00255 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Wilkinson, Mark D., Dumontier, Michel, Aalbersberg, IJsbrand Jan, Appleton, Gabrielle, Axton, Myles, Baak, Arie, Blomberg, Niklas, Boiten, Jan-Willem, da Silva Santos, Luiz Bonino, Bourne, Philip E., Bouwman, Jildau, Brookes, Anthony J., Clark, Tim, Crosas, Mercè, Dillo, Ingrid, Dumon, Olivier, Edmunds, Scott, Evelo, Chris T., Finkers, Richard, Gonzalez-Beltran, Alejandra, Gray, Alasdair J.G., Groth, Paul, Goble, Carole, Grethe, Jeffrey S., Heringa, Jaap, ’t Hoen, Peter A.C, Hooft, Rob, Kuhn, Tobias, Kok, Ruben, Kok, Joost, Lusher, Scott J., Martone, Maryann E., Mons, Albert, Packer, Abel L., Persson, Bengt, Rocca-Serra, Philippe, Roos, Marco, van Schaik, Rene, Sansone, Susanna-Assunta, Schultes, Erik, Sengstag, Thierry, Slater, Ted, Strawn, George, Swertz, Morris A., Thompson, Mark, van der Lei, Johan, van Mulligen, Erik, Velterop, Jan, Waagmeester, Andra, Wittenburg, Peter, Wolstencroft, Katherine, Zhao, Jun, Mons, Barend (2016) The FAIR Guiding Principles for scientific data management and stewardship. Scientific Data, 3. doi:10.1038/sdata.2016.18 |
| |
| Not Yet Imported: Nature Machine Intelligence - journal-article : 10.1038/s42256-023-00708-3 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| Dührkop, Kai, Fleischauer, Markus, Ludwig, Marcus, Aksenov, Alexander A., Melnik, Alexey V., Meusel, Marvin, Dorrestein, Pieter C., Rousu, Juho, Böcker, Sebastian (2019) SIRIUS 4: a rapid tool for turning tandem mass spectra into metabolite structure information. Nature Methods, 16 (4). 299-302 doi:10.1038/s41592-019-0344-8 |
| NIST 20 Dataset. https://chemdata.nist.gov/dokuwiki/doku.php?id=chemdata:msms. Accessed: Apr 4, 2021. | |
| () | |
| |
| Not Yet Imported: - journal-article : 10.1093/nar/gkaa971 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Irwin, John J., Tang, Khanh G., Young, Jennifer, Dandarchuluun, Chinzorig, Wong, Benjamin R., Khurelbaatar, Munkhzul, Moroz, Yurii S., Mayfield, John, Sayle, Roger A. (2020) ZINC20—A Free Ultralarge-Scale Chemical Database for Ligand Discovery. Journal of Chemical Information and Modeling, 60 (12) 6065-6073 doi:10.1021/acs.jcim.0c00675 |
| Chen, Y.J. Detection and Discovery of Novel Perfluoroalkyl and Polyfluoroalkyl Substances (PFAS) in the Environment–A Case Study of Semiconductor Wastewater, 2024. https://tdr.lib.ntu.edu.tw/handle/123456789/93571?mode=full. | |
| Not Yet Imported: - journal-article : 10.1038/nbt.2377 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| |
| Rdkit: Open-Source Cheminformatics Software. https://www.rdkit.org/. | |
| Not Yet Imported: - journal-article : 10.1007/s11306-020-01726-7 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| () | |
| () | |
| |
| Not Yet Imported: - journal-article : 10.1038/s42004-023-00932-3 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| () | |
| () | |
| () | |
| |
| Not Yet Imported: - journal-article : 10.1021/acscentsci.9b00085 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Nature Machine Intelligence - journal-article : 10.1038/s42256-024-00816-8 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
|
See Also
These are possibly similar items as determined by title/reference text matching only.