Qualifications
- 2012: Bachelor in Biology. Hanoi University of Science – Vietnam National University
- 2014: Master in Biotechnology and Pharmacology, specialized in Biomedicine, University of Science and Technology of Hanoi
- 2020: PhD in Biology and Health, specialized in Genomics and Bioinformatics, University of Aix-Marseille
Research interests
- Applying Machine Learning and other Bioinformatic tools in analysing data including:
- Multi-omics and Pharmacogenomics data in human diseases
- Bacterial genomic data and antibiotics resistance profiles
- Ecological and environmental data
Selected publications
- Nguyen, L.C.; Naulaerts, S.; Bruna, A.; Ghislat, G.; Ballester, P.J. Predicting Cancer Drug Response In Vivo by Learning an Optimal Feature Selection of Tumour Molecular Profiles. Biomedicines 2021, 9, 1319. https://doi.org/10.3390/biomedicines9101319
- Chayanit Piyawajanusorn, Linh C Nguyen, Ghita Ghislat, Pedro J Ballester, A gentle introduction to understanding preclinical data for cancer pharmaco-omic modeling, Briefings in Bioinformatics, 2021;, bbab312, https://doi.org/10.1093/bib/bbab312
- Nguyen L, Dang CC and Ballester PJ. Systematic assessment of multi-gene predictors of pan-cancer cell line sensitivity to drugs exploiting gene expression data [version 2; peer review: 2 approved]. F1000Research 2017, 5(ISCB Comm J):2927 (https://doi.org/10.12688/f1000research.10529.2)
- Nguyen Quoc Son, Nguyen Cam Linh, Le Thi Phuong Quynh, Le Phuong Thu. Application of Machine Learning Algorithms in Studying Water Quality in the Red River System. VNU Journal of Science: Earth and Environmental Sciences, [S.l.], v. 39, n. 2, may 2023. https://doi.org/10.25073/2588-1094/vnuees.4936.
- Nguyen, S.Q., Nguyen, L.C., Ngo-Duc, T., Sylvain Ouillon. Applying a machine learning-based method for the prediction of suspended sediment concentration in the Red river basin. Model. Earth Syst. Environ. 10, 2675–2692 (2024). https://doi.org/10.1007/s40808-023-01915-y
- Quang Huy Nguyen, Cam Linh Nguyen, Thai Son Nguyen, Bich Ngoc Do, Thi Thanh Tam Tran, Thi Thu Hang Le, Thanh Thuyet Bui, Huu Song Le, Dong Van Quyen, Juliette Hayer, Anne-Laure Bañuls, Tien Sy Bui. Genomic insights into an extensively drug-resistant and hypervirulent Burkholderia dolosa N149 isolate of a novel sequence type (ST2237) from a Vietnamese patient hospitalised for stroke. Journal of Global Antimicrobial Resistance 37, 44-47 (2024). https://doi.org/10.1016/j.jgar.2024.02.009.