Viet-Khoa Tran-Nguyen

Opportunity seeker, France lover, language learner, avid reader

[Pedro Ballester @pjballester]

Struggling to tell which binding affinity prediction methods actually work and which just make the most noise?
Our new Nature Machine Intelligence paper offers 7 essential guidelines to raise the bar:
https://t.co/lxbBfIeA7e

Less hype. More reliable science.

#DrugDiscovery #AI

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

Our #NextTopDocker is now online in #JMedChem!!
https://t.co/0mO1qdN51R
@ACSPublications @AmerChemSociety
#docking #benchmark #AI
@pjballester

[Pedro Ballester @pjballester]

Check our new paper https://t.co/JWBkc5W4g0

If you think that off-the-shelf end-to-end deep-learning docking or protein–ligand co-folding methods are the best approaches for virtual screening, here you have a reproducible counterexample.

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

Check out our #HERGAI paper in @jcheminf !! 🎉🎉
#herg #inhibitor #machinelearning #deeplearning #ensemble #randomforest #xgboost #neuralnetworks

[Journal of Cheminformatics @jcheminf]

"HERGAI: an artificial intelligence tool for structure-based prediction of hERG inhibitors" https://t.co/l1S3ATxJkz

[JCIM & JCTC Journals @JCIM_JCTC]

Ligand-Based Drug Discovery Leveraging State-of-the-Art Machine Learning Methodologies Exemplified by Cdr1 Inhibitor Prediction
https://t.co/wTExOvIuAq
@KhoaTnv1993
#JCIM Vol65 Issue8 #MachineLearning #DeepLearning

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

@JCIM_JCTC Thank you, @JCIM_JCTC, for publishing our work.

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

@ML_Chem Thanks a lot for sharing our work. 😄

[Machine Learning in Chemistry @ML_Chem]

Ligand-Based Drug Discovery Leveraging State-of-the-Art Machine Learning Methodologies Exemplified by Cdr1 Inhibitor Prediction #machinelearning #compchem https://t.co/g2xCdorBbI

[Advanced Intelligent Systems @Advintellsyst]

ClassyPose: A Machine-Learning Classification Model for Ligand Pose Selection Applied to Virtual Screening in #DrugDiscovery (Olivier Taboureau and co-workers) https://t.co/scvPXb6Nub

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

Please read our new #protocol in @NatureProtocols, of which I'm the first author: https://t.co/M3slM0jWNj
Special thanks go to my #postdoc mentor @pjballester for the exciting 2 years working on this project.

[Nature Protocols @NatureProtocols]

#NewNProt: A practical guide to #machinelearning scoring for structure-based virtual screening https://t.co/n0Z5JSsRza @pjballester #VirtualScreening #Docking #organogenesis

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

@pjballester Thank you, too, Pedro, for having fought for it with me from the very beginning. This is a sweet fruit of our collaboration, and I hope that there will be so much more to come!

[Pedro Ballester @pjballester]

🏗️💻We have released and explained our user-friendly protocol to train and rigorously validate target-specific #MachineLearning scoring functions for structure-based #VirtualScreening.

📢Free paper at https://t.co/ultmsXiOa6 1/2

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

So happy to get hold of the latest installment of my all-time favourite book series from @richardosman!! The Thursday Murder Club has brought much joy and warmth that I cannot resist. 😄

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

This is one of my favorite authors that haven't disappointed! Robert's writing is as thoroughly good as his name suggests (pun intended). 😉

A 9.5 out of 10 from me!

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

Not usually ending up reading this genre of novels on Sunday though... But there's an uncanny character resemblance between the male protagonist and me. Probably we could hang out and grab some beer if the guy happened to be a real person in flesh and blood 😂

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

Check out #MyYearInBooks @goodreads to discover the 26 books I read in 2022! Some of these books are among my all-time favorites!

Happy New Year 2023!!
https://t.co/xSjeM5aW2t

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

It fills me with joy that I recently won the Best Poster prize for a post-doctoral fellow at this year's Young Researchers' Conference of the @FondationARC. My sincere thanks go to the organizers of the event and all jury members for this nice surprise.

https://t.co/fCYZuKkzcQ

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

@AnthonyHorowitz I really love it, Sir. Can't wait to read the next one (or should I rather say the next 3 ones?) of this series.

[Viet-Khoa Tran-Nguyen @KhoaTnv1993]

Can a man get wrapped up in a good book on a sunny morning? Thanks to my favorite writer, Mr @AnthonyHorowitz, the answer is yes. He has never fallen short of my expectations (not that I'm a critic like Mrs Throsby), and he always replies to his fans, of whom I'm proud to be one.