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W

Watshara Shoombuatong

mahidol university

40H指数
159论文数
4.8K被引数
收录论文 79
发表时间
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Ovarian cancer detection and classification using attention-based CNN and deep feature extraction techniques基于注意力机制的CNN和深度特征提取技术的卵巢癌检测与分类
errScientific Reports
IF3.9
err2026-09-08
err0
errOAAI
errMd. Faruk Hosen; S. M. Hasan Mahmud; Francis Rudra D. Cruze; Kah Ong Michael Goh; Hosney Jahan; Watshara Shoombuatong
err分享
err收藏
Interpretable QSAR modelling for PPAR-γ agonist prediction by integrating a stacking strategy, docking, and MD simulations通过集成堆叠策略、对接和MD模拟的可解释QSAR建模用于PPAR-γ激动剂预测
errMolecular Diversity
IF3.8
err2026-08-28
err0
PREAI
errPhasit Charoenkwan; Ittipat Meewan; Nalini Schaduangrat; Watshara Shoombuatong
err分享
err收藏
Leveraging a Meta-Learning Strategy to Advance the Accuracy of Neutralizing Antibodies against Dengue Virus Serotype Prediction利用元学习策略提升针对登革病毒血清型预测的中和抗体准确性
errACS OMEGA
IF4.3
err2025-12-01
err0
PREAI
errCharoenkwan, Phasit; Pipattanaboon, Chonlatip; Schaduangrat, Nalini; Mahmud, S. M. Hasan; Shoombuatong, Watshara
err分享
err收藏
Enhancing the efficacy and selectivity of novel antimicrobial peptides against methicillin-resistant Staphylococcus aureus through computational and experimental approaches通过计算和实验方法提高新型抗菌肽对耐甲氧西林金黄色葡萄球菌的效力和选择性
errBiofouling
IF2
err2025-12-01
err0
PREAI
errSantaweesuk, Parweenuch; Khumbungkha, Worada; Ngamsiri, Thararin; Pipattanaboon, Chonlatip; Phanthanawiboon, Supranee; Shoombuatong, Watshara; Kanthawong, Sakawrat
err分享
err收藏
Explainable AI-driven prediction of influenza neuraminidase inhibitors using a stacked ensemble-learning framework基于堆叠集成学习框架的可解释人工智能驱动的流感神经氨酸酶抑制剂预测
errComputers in Biology and Medicine
IF6.3
err2025-11-21
err0
PREAI
errIttipat Meewan; Nalini Schaduangrat; Lawankorn Mookdarsanit; Pakpoom Mookdarsanit; Watshara Shoombuatong
err分享
err收藏
Active Stacking-Deep Learning with Strategic Sampling for Small and Imbalanced Chemical Toxicity PredictionActive Stacking-基于战略抽样的深度学习，用于小规模和不平衡化学毒性预测
errACS Omega
IF4.3
err2025-11-04
err0
errOAAI
errDarlene Nabila Zetta; Watshara Shoombuatong; Tarapong Srisongkram
err分享
err收藏
DeepHDAC3i: Leveraging an Interpretable Deep Learning-Based Framework for the Accelerated Discovery of HDAC3 InhibitorsS. Ahmed, N. Schaduangrat, I. Meewan, W. Shoombuatong, DeepHDAC3i: 基于可解释深度学习框架加速发现HDAC3抑制剂的模型，IEEE Transactions on Computational Biology and Bioinformatics, (2025) 1-13.
errieee transactions on computational biology and bioinformatics
IF0
err2025-11-01
err1
PREAI
errAhmed, Saeed; Schaduangrat, Nalini; Meewan, Ittipat; Shoombuatong, Watshara
err分享
err收藏
XAI-ACSM: An Ensemble-Based Explainable Artificial Intelligence Framework for the Accurate Prediction of Anticancer Small MoleculesXAI-ACSM：一种基于集成学习的可解释人工智能框架，用于抗癌小分子的准确预测
errACS OMEGA
IF4.3
err2025-11-01
err0
PREAI
errSchaduangrat, Nalini; Mookdarsanit, Pakpoom; Mahmud, S. M. Hasan; Kusonmano, Kanthida; Mookdarsanit, Lawankorn; Shoombuatong, Watshara
err分享
err收藏
BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanismBLSAM-TIP：通过整合双向LSTM与自注意力机制，改进并增强了酪氨酸酶抑制肽的识别鲁棒性
errPLOS ONE
IF2.6
err2025-10-08
err0
PREAI
errAhmed, Saeed; Schaduangrat, Nalini; Chumnanpuen, Pramote; Mahmud, S. M. Hasan; Goh, Kah Ong Michael; Shoombuatong, Watshara
err分享
err收藏
AttBiomarker: unveiling preeclampsia biomarkers and molecular pathways through two-stage gene selection techniques and attention-based CNN with gene regulatory network analysisAttBiomarker：通过两阶段基因选择技术和基于注意力的CNN与基因调控网络分析，揭示子痫前期生物标志物和分子通路
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2025-09-01
err0
PREAI
errSarker, Sakib; Mahmud, S. M. Hasan; Hosen, Md Faruk; Michael Goh, Kah Ong; Shoombuatong, Watshara
err分享
err收藏
PSR-MAPMS: A new approach for the interpretable prediction of myelin autoantigenic peptides in multiple sclerosis using multi-source propensity scoresPSR-MAPMS：一种基于多源倾向性评分的多发性硬化髓鞘自身抗原肽可解释预测的新方法
errProtein Science
IF5.2
err2025-07-17
err0
errOAAI
errPhasit Charoenkwan; Nalini Schaduangrat; Pramote Chumnanpuen; Watshara Shoombuatong
err分享
err收藏
M3S-GRPred: a novel ensemble learning approach for the interpretable prediction of glucocorticoid receptor antagonists using a multi-step stacking strategyM3S-GRPred：一种基于多步堆叠策略的可解释性糖皮质激素受体拮抗剂预测的新型集成学习方法
errBMC BIOINFORMATICS
IF3.3
err2025-04-30
err0
errOAAI
errSchaduangrat, Nalini; Chuntakaruk, Hathaichanok; Rungrotmongkol, Thanyada; Mookdarsanit, Pakpoom; Shoombuatong, Watshara
err分享
err收藏
Advancing the Accuracy of Anti-MRSA Peptide Prediction Through Integrating Multi-Source Protein Language Models通过整合多源蛋白质语言模型提高抗MRSA肽预测的准确性
errINTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
IF3.9
err2025-03-01
err0
PREAI
errShoombuatong, Watshara; Mookdarsanit, Pakpoom; Mookdarsanit, Lawankorn; Schaduangrat, Nalini; Ahmed, Saeed; Kabir, Muhammad; Chumnanpuen, Pramote
err分享
err收藏
Advancing the accuracy of tyrosinase inhibitory peptides prediction via a multiview feature fusion strategy
errSCIENTIFIC REPORTS
IF3.9
err2025-02-08
err0
errOAAI
errShoombuatong, Watshara; Schaduangrat, Nalini; Homdee, Nutta; Ahmed, Saeed; Chumnanpuen, Pramote
err分享
err收藏
Deepstack-ACE: A deep stacking-based ensemble learning framework for the accelerated discovery of ACE inhibitory peptidesDeepstack-ace: 一个基于深度堆叠的集成学习框架，用于加速发现ACE抑制肽
errMETHODS
IF4.3
err2025-02-01
err0
PREAI
errCharoenkwan, Phasit; Chumnanpuen, Pramote; Schaduangrat, Nalini; Shoombuatong, Watshara
err分享
err收藏
M3S-ALG: Improved and robust prediction of allergenicity of chemical compounds by using a novel multi-step stacking strategy
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-01-01
err3
PREAI
errCharoenkwan, Phasit; Schaduangrat, Nalini; Phan, Le Thi; Manavalan, Balachandran; Shoombuatong, Watshara
err分享
err收藏
An LSTM network-based model with attention techniques for predicting linear T-cell epitopes of the hepatitis C virus
errRESULTS IN ENGINEERING
IF7.9
err2024-12-01
err0
errOAAI
errHosen, Md. Faruk; Mahmud, S. M. Hasan; Goh, Kah Ong Michael; Uddin, Muhammad Shahin; Nandi, Dip; Shatabda, Swakkhar; Shoombuatong, Watshara
err分享
err收藏
MetaCGRP is a high-precision meta-model for large-scale identification of CGRP inhibitors using multi-view information
errSCIENTIFIC REPORTS
IF3.9
err2024-10-21
err0
errOAAI
errSchaduangrat, Nalini; Khemawoot, Phisit; Jiso, Apisada; Charoenkwan, Phasit; Shoombuatong, Watshara
err分享
err收藏
Stack-HDAC3i: A high-precision identification of HDAC3 inhibitors by exploiting a stacked ensemble-learning framework
errMETHODS
IF4.3
err2024-10-01
err4
PREAI
errShoombuatong, Watshara; Meewan, Ittipat; Mookdarsanit, Lawankorn; Schaduangrat, Nalini
err分享
err收藏
Machine-learning-assisted high-throughput identification of potent and stable neutralizing antibodies against all four dengue virus serotypes
errSCIENTIFIC REPORTS
IF3.9
err2024-07-26
err0
errOAAI
errNatsrita, Piyatida; Charoenkwan, Phasit; Shoombuatong, Watshara; Mahalapbutr, Panupong; Faksri, Kiatichai; Chareonsudjai, Sorujsiri; Rungrotmongkol, Thanyada; Pipattanaboon, Chonlatip
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Mohammad Ali Moni
H 指数: 84 · 论文数: 521
H
Hong‐Wen Deng
H 指数: 80 · 论文数: 949
P
Píetro Lió
H 指数: 72 · 论文数: 1.1K
K
Kawsar Ahmed
H 指数: 60 · 论文数: 437
J
Jarl E. S. Wikberg
H 指数: 59 · 论文数: 276
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