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International Journal of Data Mining and Bioinformatics|November 10, 2015
Sequence based human leukocyte antigen gene prediction using informative physicochemical propertiesWatshara Shoombuatong, Panuwat Mekha, Jeerayut Chaijaruwanich
EXCLI Journal|September 8, 2018
Unraveling the bioactivity of anticancer peptides as deduced from machine learningWatshara Shoombuatong, Nalini Schaduangrat, Chanin Nantasenamat
EXCLI Journal|October 2, 2023
Empirical comparison and analysis of machine learning-based approaches for druggable protein identificationWatshara Shoombuatong, Nalini Schaduangrat, Jaru Nikom
EXCLI Journal|September 8, 2018
Towards understanding aromatase inhibitory activity via QSAR modelingWatshara Shoombuatong, Nalini Schaduangrat, Chanin Nantasenamat
Scientific Reports|December 27, 2023
StackER: a novel SMILES-based stacked approach for the accelerated and efficient discovery of ERα and ERβ antagonistsNalini Schaduangrat, Nutta Homdee, Watshara Shoombuatong
BMC Bioinformatics|July 28, 2023
StackTTCA: a stacking ensemble learning-based framework for accurate and high-throughput identification of tumor T cell antigensPhasit Charoenkwan, Nalini Schaduangrat, Watshara Shoombuatong
EXCLI Journal|November 5, 2015
Prediction of aromatase inhibitory activity using the efficient linear method (ELM)Watshara Shoombuatong, Veda Prachayasittikul, Virapong Prachayasittikul, et al.
Scientific Reports|December 10, 2025
Accurate identification of broadly neutralizing antibodies against dengue virus based on deep stacking strategy with multi-perspective featuresSaeed Ahmed, Nalini Schaduangrat, Chonlatip Pipattanaboon, et al.
Methods (San Diego, Calif.)|December 21, 2024
Deepstack-ACE: A deep stacking-based ensemble learning framework for the accelerated discovery of ACE inhibitory peptidesPhasit Charoenkwan, Pramote Chumnanpuen, Nalini Schaduangrat, et al.
IEEE Transactions on Computational Biology and Bioinformatics|August 29, 2025
DeepHDAC3i: Leveraging an Interpretable Deep Learning-based Framework for the Accelerated Discovery of HDAC3 InhibitorsSaeed Ahmed, Nalini Schaduangrat, Ittipat Meewan, et al.
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