Hello Andrea, profile fitting, like it is done in mosflm (https://doi.org/10.1107/S090744499900846X) or evalccd, or ... probably also qualify as AI/machine learning.
Best wishes, Tim On Tue, 3 Aug 2021 11:43:06 +0000 "Thorn, Dr. Andrea" <andrea.th...@uni-hamburg.de> wrote: > Dear colleagues, > I have compiled a list of papers that cover the application of > AI/machine learning methods in single-crystal structure determination > (mostly macromolecular crystallography) and single-particle Cryo-EM. > The draft list is attached below. > > If I missed any papers, please let me know. I will send the final > list back here, for the benefit of all who are interested in the > topic. > > Best wishes, > > > Andrea. > > > __ > General: > - Gopalakrishnan, V., Livingston, G., Hennessy, D., Buchanan, B. & > Rosenberg, J. M. (2004). Acta Cryst D. 60, 1705–1716. > - Morris, R. J. (2004). Acta Cryst D. 60, 2133–2143. > > Micrograph preparation: > - (2020). Journal of Structural Biology. 210, 107498. > > Particle Picking: > - Sanchez-Garcia, R., Segura, J., Maluenda, D., Carazo, J. M. & > Sorzano, C. O. S. (2018). IUCrJ. 5, 854–865. > - Al-Azzawi, A., Ouadou, A., Tanner, J. J. & Cheng, J. (2019). BMC > Bioinformatics. 20, 1–26. > - George, B., Assaiya, A., Roy, R. J., Kembhavi, A., Chauhan, R., > Paul, G., Kumar, J. & Philip, N. S. (2021). Commun Biol. 4, 1–12. > - Lata, K. R., Penczek, P. & Frank, J. (1995). Ultramicroscopy. 58, > 381–391. > - Nguyen, N. P., Ersoy, I., Gotberg, J., Bunyak, F. & White, T. A. > (2021). BMC Bioinformatics. 22, 1–28. > - Wang, F., Gong, H., Liu, G., Li, M., Yan, C., Xia, T., Li, X. & > Zeng, J. (2016). Journal of Structural Biology. 195, 325–336. > - Wong, H. C., Chen, J., Mouche, F., Rouiller, I. & Bern, M. (2004). > Journal of Structural Biology. 145, 157–167. > > Motion description in Cryo-EM: > - Matsumoto, S., Ishida, S., Araki, M., Kato, T., Terayama, K. & > Okuno, Y. (2021). Nat Mach Intell. 3, 153–160. > - Zhong, E. D., Bepler, T., Berger, B. & Davis, J. H. (2021). Nat > Methods. 18, 176–185. > > Local resolution: > - Avramov, T. K., Vyenielo, D., Gomez-Blanco, J., Adinarayanan, S., > Vargas, J. & Si, D. (2019). Molecules. 24, 1181. > - Ramírez-Aportela, E., Mota, J., Conesa, P., Carazo, J. M. & > Sorzano, C. O. S. (2019). IUCrJ. 6, 1054–1063. > - (2021). QAEmap: A Novel Local Quality Assessment Method for Protein > Crystal Structures Using Machine Learning. > > Map post-processing: > - Sanchez-Garcia, R., Gomez-Blanco, J., Cuervo, A., Carazo, J. M., > Sorzano, C. O. S. & Vargas, J. (2020). BioRxiv. 2020.06.12.148296. > > Secondary structure assignment in map: > - Subramaniya, S. R. M. V., Terashi, G. & Kihara, D. (2019). Nat > Methods. 16, 911–917. > - Li, R., Si, D., Zeng, T., Ji, S. & He, J. (2016). 2016 IEEE > International Conference on Bioinformatics and Biomedicine (BIBM), > Vol. pp. 41–46. > - Si, D., Ji, S., Nasr, K. A. & He, J. (2012). Biopolymers. 97, > 698–708. > - He, J. & Huang, S.-Y. Brief Bioinform. > - Lyu, Z., Wang, Z., Luo, F., Shuai, J. & Huang, Y. (2021). Frontiers > in Bioengineering and Biotechnology. 9,. > - Mostosi, P., Schindelin, H., Kollmannsberger, P. & Thorn, A. > (2020). Angewandte Chemie International Edition. > > Automatic structure building: > - Alnabati, E. & Kihara, D. (2020). Molecules. 25, 82. > - Si, D., Moritz, S. A., Pfab, J., Hou, J., Cao, R., Wang, L., Wu, T. > & Cheng, J. (2020). Sci Rep. 10, 1–22. > - Moritz, S. A., Pfab, J., Wu, T., Hou, J., Cheng, J., Cao, R., Wang, > L. & Si, D. (2019). > - Chojnowski, G., Pereira, J. & Lamzin, V. S. (2019). Acta Cryst D. > 75, 753–763. > > Crystallization: > - Liu, R., Freund, Y. & Spraggon, G. (2008). Acta Cryst D. 64, > 1187–1195. > - (2004). Methods. 34, 390–407. > - Bruno, A. E., Charbonneau, P., Newman, J., Snell, E. H., So, D. R., > Vanhoucke, V., Watkins, C. J., Williams, S. & Wilson, J. (2018). PLOS > ONE. 13, e0198883. > > Crystal centering: > - Ito, S., Ueno, G. & Yamamoto, M. (2019). J Synchrotron Rad. 26, > 1361–1366. > - Crystal centering using deep learning in X-ray crystallography. > - Elbasir, A., Moovarkumudalvan, B., Kunji, K., Kolatkar, P. R., > Mall, R. & Bensmail, H. (2019). Bioinformatics. 35, 2216–2225. > > Diffraction image analysis: > - Czyzewski, A., Krawiec, F., Brzezinski, D., Porebski, P. J. & > Minor, W. (2021). Expert Systems with Applications. 174, 114740. > > Peak search in serial crystallography: > Ke, T.-W., Brewster, A. S., Yu, S. X., Ushizima, D., Yang, C. & > Sauter, N. K. (2018). J Synchrotron Rad. 25, 655–670. > > Space group assignment from diffraction image (small molecules): > Aguiar, J. A., Gong, M. L., Unocic, R. R., Tasdizen, T. & Miller, B. > D. (2019). Science Advances. 5, eaaw1949. > > Data quality assessment in MX: > - Vollmar, M., Parkhurst, J. M., Jaques, D., Baslé, A., Murshudov, G. > N., Waterman, D. G. & Evans, G. (2020). IUCrJ. 7, 342–354. > > Ligand recognition: > Kowiel, M., Brzezinski, D., Porebski, P. J., Shabalin, I. G., > Jaskolski, M. & Minor, W. (2019). Bioinformatics. 35, 452–461. > > Prediction of missing atoms in small molecular structures: > Thomas, N., Smidt, T., Kearnes, S., Yang, L., Li, L., Kohlhoff, K. & > Riley, P. (2018). > > ADP estimation (small molecules): > Gagner, V. A., Jensen, M. & Katona, G. (2021). Mach. Learn.: Sci. > Technol. 2, 035033. > > > -- > Dr. Andrea Thorn | group leader > andrea.th...@uni-hamburg.de > > Institute for Nanostructure and Solid State Physics, Universität > Hamburg Luruper Chaussee 149 / Bldg. 610 (HARBOR) | 22761 Hamburg | > Germany Tel. +49 (0)40 42838 3651 > www.thorn-lab.de<http://www.thorn-lab.de> | www.insidecorona.net > > > ######################################################################## > > To unsubscribe from the CCP4BB list, click the following link: > https://www.jiscmail.ac.uk/cgi-bin/WA-JISC.exe?SUBED1=CCP4BB&A=1 > > This message was issued to members of www.jiscmail.ac.uk/CCP4BB, a > mailing list hosted by www.jiscmail.ac.uk, terms & conditions are > available at https://www.jiscmail.ac.uk/policyandsecurity/ -- -- Tim Gruene Head of the Centre for X-ray Structure Analysis Faculty of Chemistry University of Vienna Phone: +43-1-4277-70202 GPG Key ID = A46BEE1A ######################################################################## To unsubscribe from the CCP4BB list, click the following link: https://www.jiscmail.ac.uk/cgi-bin/WA-JISC.exe?SUBED1=CCP4BB&A=1 This message was issued to members of www.jiscmail.ac.uk/CCP4BB, a mailing list hosted by www.jiscmail.ac.uk, terms & conditions are available at https://www.jiscmail.ac.uk/policyandsecurity/
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