385 related articles for article (PubMed ID: 33245088)
1. The application potential of machine learning and genomics for understanding natural product diversity, chemistry, and therapeutic translatability.
Prihoda D; Maritz JM; Klempir O; Dzamba D; Woelk CH; Hazuda DJ; Bitton DA; Hannigan GD
Nat Prod Rep; 2021 Jun; 38(6):1100-1108. PubMed ID: 33245088
[TBL] [Abstract][Full Text] [Related]
2. Machine Learning-Enabled Genome Mining and Bioactivity Prediction of Natural Products.
Yuan Y; Shi C; Zhao H
ACS Synth Biol; 2023 Sep; 12(9):2650-2662. PubMed ID: 37607352
[TBL] [Abstract][Full Text] [Related]
3. Predicting biochemical and physiological effects of natural products from molecular structures using machine learning.
Jeon J; Kang S; Kim HU
Nat Prod Rep; 2021 Nov; 38(11):1954-1966. PubMed ID: 34047331
[TBL] [Abstract][Full Text] [Related]
4. Genome mining as a biotechnological tool for the discovery of novel marine natural products.
Chu L; Huang J; Muhammad M; Deng Z; Gao J
Crit Rev Biotechnol; 2020 Aug; 40(5):571-589. PubMed ID: 32308042
[TBL] [Abstract][Full Text] [Related]
5. Applications of machine learning in microbial natural product drug discovery.
Arnold A; Alexander J; Liu G; Stokes JM
Expert Opin Drug Discov; 2023; 18(11):1259-1272. PubMed ID: 37651150
[TBL] [Abstract][Full Text] [Related]
6. Meeting Report for Synthetic Biology for Natural Products 2017: The Interface of (Meta)Genomics, Machine Learning, and Natural Product Discovery.
Smanski MJ; Mead D; Gustafsson C; Thomas MG
ACS Synth Biol; 2017 May; 6(5):737-743. PubMed ID: 28521503
[No Abstract] [Full Text] [Related]
7. Unlocking plant bioactive pathways: omics data harnessing and machine learning assisting.
Durand M; Besseau S; Papon N; Courdavault V
Curr Opin Biotechnol; 2024 Jun; 87():103135. PubMed ID: 38728826
[TBL] [Abstract][Full Text] [Related]
8. From shallow to deep: some lessons learned from application of machine learning for recognition of functional genomic elements in human genome.
Jankovic B; Gojobori T
Hum Genomics; 2022 Feb; 16(1):7. PubMed ID: 35180894
[TBL] [Abstract][Full Text] [Related]
9. Integrated Metabolomic-Genomic Workflows Accelerate Microbial Natural Product Discovery.
Avalon NE; Murray AE; Baker BJ
Anal Chem; 2022 Sep; 94(35):11959-11966. PubMed ID: 35994737
[TBL] [Abstract][Full Text] [Related]
10. Discovery of caerulomycin/collismycin-type 2,2'-bipyridine natural products in the genomic era.
Chen D; Zhao Q; Liu W
J Ind Microbiol Biotechnol; 2019 Mar; 46(3-4):459-468. PubMed ID: 30484122
[TBL] [Abstract][Full Text] [Related]
11. Artificial intelligence in microbial natural product drug discovery: current and emerging role.
Sahayasheela VJ; Lankadasari MB; Dan VM; Dastager SG; Pandian GN; Sugiyama H
Nat Prod Rep; 2022 Dec; 39(12):2215-2230. PubMed ID: 36017693
[TBL] [Abstract][Full Text] [Related]
12. Artificial intelligence for natural product drug discovery.
Mullowney MW; Duncan KR; Elsayed SS; Garg N; van der Hooft JJJ; Martin NI; Meijer D; Terlouw BR; Biermann F; Blin K; Durairaj J; Gorostiola González M; Helfrich EJN; Huber F; Leopold-Messer S; Rajan K; de Rond T; van Santen JA; Sorokina M; Balunas MJ; Beniddir MA; van Bergeijk DA; Carroll LM; Clark CM; Clevert DA; Dejong CA; Du C; Ferrinho S; Grisoni F; Hofstetter A; Jespers W; Kalinina OV; Kautsar SA; Kim H; Leao TF; Masschelein J; Rees ER; Reher R; Reker D; Schwaller P; Segler M; Skinnider MA; Walker AS; Willighagen EL; Zdrazil B; Ziemert N; Goss RJM; Guyomard P; Volkamer A; Gerwick WH; Kim HU; Müller R; van Wezel GP; van Westen GJP; Hirsch AKH; Linington RG; Robinson SL; Medema MH
Nat Rev Drug Discov; 2023 Nov; 22(11):895-916. PubMed ID: 37697042
[TBL] [Abstract][Full Text] [Related]
13. DeepRiPP integrates multiomics data to automate discovery of novel ribosomally synthesized natural products.
Merwin NJ; Mousa WK; Dejong CA; Skinnider MA; Cannon MJ; Li H; Dial K; Gunabalasingam M; Johnston C; Magarvey NA
Proc Natl Acad Sci U S A; 2020 Jan; 117(1):371-380. PubMed ID: 31871149
[TBL] [Abstract][Full Text] [Related]
14. A new genome-mining tool redefines the lasso peptide biosynthetic landscape.
Tietz JI; Schwalen CJ; Patel PS; Maxson T; Blair PM; Tai HC; Zakai UI; Mitchell DA
Nat Chem Biol; 2017 May; 13(5):470-478. PubMed ID: 28244986
[TBL] [Abstract][Full Text] [Related]
15. Mining and unearthing hidden biosynthetic potential.
Scherlach K; Hertweck C
Nat Commun; 2021 Jun; 12(1):3864. PubMed ID: 34162873
[TBL] [Abstract][Full Text] [Related]
16. Application of deep learning in genomics.
Liu J; Li J; Wang H; Yan J
Sci China Life Sci; 2020 Dec; 63(12):1860-1878. PubMed ID: 33051704
[TBL] [Abstract][Full Text] [Related]
17. Machine learning approaches for elucidating the biological effects of natural products.
Zhang R; Li X; Zhang X; Qin H; Xiao W
Nat Prod Rep; 2021 Mar; 38(2):346-361. PubMed ID: 32869826
[TBL] [Abstract][Full Text] [Related]
18. Using natural products for drug discovery: the impact of the genomics era.
Zhang MM; Qiao Y; Ang EL; Zhao H
Expert Opin Drug Discov; 2017 May; 12(5):475-487. PubMed ID: 28277838
[TBL] [Abstract][Full Text] [Related]
19. Data Integration Using Advances in Machine Learning in Drug Discovery and Molecular Biology.
Hudson IL
Methods Mol Biol; 2021; 2190():167-184. PubMed ID: 32804365
[TBL] [Abstract][Full Text] [Related]
20.
; ; . PubMed ID:
[No Abstract] [Full Text] [Related]
[Next] [New Search]
