AMPActiPred: A three‐stage framework for predicting antibacterial peptides and activity levels with deep forest
Yao, Lantian, Guan, Jiahui, Xie, Peilin, Chung, Chia‐Ru, Deng, Junyang, Huang, Yixian, Chiang, Ying‐Chih, Lee, Tzong‐Yi
Published in Protein science (01.06.2024)
Published in Protein science (01.06.2024)
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Journal Article
Interpretable Multi-Scale Deep Learning for RNA Methylation Analysis across Multiple Species
Wang, Rulan, Chung, Chia-Ru, Lee, Tzong-Yi
Published in International journal of molecular sciences (01.03.2024)
Published in International journal of molecular sciences (01.03.2024)
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Journal Article
Identification of species-specific RNA N6-methyladinosine modification sites from RNA sequences
Wang, Rulan, Chung, Chia-Ru, Huang, Hsien-Da, Lee, Tzong-Yi
Published in Briefings in bioinformatics (19.03.2023)
Published in Briefings in bioinformatics (19.03.2023)
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Journal Article
Accelerating the Discovery of Anticancer Peptides through Deep Forest Architecture with Deep Graphical Representation
Yao, Lantian, Li, Wenshuo, Zhang, Yuntian, Deng, Junyang, Pang, Yuxuan, Huang, Yixian, Chung, Chia-Ru, Yu, Jinhan, Chiang, Ying-Chih, Lee, Tzong-Yi
Published in International journal of molecular sciences (21.02.2023)
Published in International journal of molecular sciences (21.02.2023)
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Journal Article
An Intelligent Virtual-Reality System With Multi-Model Sensing for Cue-Elicited Craving in Patients With Methamphetamine Use Disorder
Tsai, Meng-Chang, Chung, Chia-Ru, Chen, Chun-Chuan, Chen, Jyun-Yu, Yeh, Shih-Ching, Lin, Chun-Han, Chen, Ying-Ju, Tsai, Ming-Che, Wang, Ya-Ling, Lin, Chia-Ju, Wu, Eric Hsiao-Kuang
Published in IEEE transactions on biomedical engineering (01.07.2021)
Published in IEEE transactions on biomedical engineering (01.07.2021)
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Journal Article
A Virtual-Reality System Integrated With Neuro-Behavior Sensing for Attention-Deficit/Hyperactivity Disorder Intelligent Assessment
Yeh, Shih-Ching, Lin, Sheng-Yang, Wu, Eric Hsiao-Kuang, Zhang, Kai-Feng, Xiu, Xu, Rizzo, Albert, Chung, Chia-Ru
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2020)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2020)
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Journal Article
A Machine-Learning-Based Assessment Method for Early-Stage Neurocognitive Impairment by an Immersive Virtual Supermarket
Tsai, Chia-Fen, Chen, Chun-Chuan, Wu, Eric Hsiao-Kuang, Chung, Chia-Ru, Huang, Cheng-Yi, Tsai, Po-Yi, Yeh, Shih-Ching
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
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Journal Article
Neuronal Correlates of Task Irrelevant Distractions Enhance the Detection of Attention Deficit/Hyperactivity Disorder
Chen, Chun-Chuan, Wu, Eric Hsiao-Kuang, Chen, Yan-Qing, Tsai, Ho-Jung, Chung, Chia-Ru, Yeh, Shih-Ching
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2023)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2023)
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Journal Article
Efficiently Predicting Vancomycin Resistance of Enterococcus Faecium From MALDI-TOF MS Spectra Using a Deep Learning-Based Approach
Wang, Hsin-Yao, Hsieh, Tsung-Ting, Chung, Chia-Ru, Chang, Hung-Ching, Horng, Jorng-Tzong, Lu, Jang-Jih, Huang, Jia-Hsin
Published in Frontiers in microbiology (06.06.2022)
Published in Frontiers in microbiology (06.06.2022)
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Journal Article
A risk assessment framework for multidrug-resistant Staphylococcus aureus using machine learning and mass spectrometry technology
Wang, Zhuo, Pang, Yuxuan, Chung, Chia-Ru, Wang, Hsin-Yao, Cui, Haiyan, Chiang, Ying-Chih, Horng, Jorng-Tzong, Lu, Jang-Jih, Lee, Tzong-Yi
Published in Briefings in bioinformatics (22.09.2023)
Published in Briefings in bioinformatics (22.09.2023)
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Journal Article
Stress Recognition Based on Multiphysiological Data in High-Pressure Driving VR Scene
Vaitheeshwari, R., Yeh, Shih-Ching, Wu, Eric Hsiao-Kuang, Chen, Jyun-Yu, Chung, Chia-Ru
Published in IEEE sensors journal (15.10.2022)
Published in IEEE sensors journal (15.10.2022)
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Journal Article
Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques
Wang, Hsin-Yao, Li, Wen-Chi, Huang, Kai-Yao, Chung, Chia-Ru, Horng, Jorng-Tzong, Hsu, Jen-Fu, Lu, Jang-Jih, Lee, Tzong-Yi
Published in BMC bioinformatics (24.12.2019)
Published in BMC bioinformatics (24.12.2019)
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Journal Article
Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder
Chen, Chun-Chuan, Tsai, Meng-Chang, Wu, Eric Hsiao-Kuang, Chung, Chia-Ru, Lee, Yuchi, Chiu, Po-Ru, Tsai, Po-Yi, Sheng, Shao-Rong, Yeh, Shih-Ching
Published in IEEE journal of biomedical and health informatics (01.07.2022)
Published in IEEE journal of biomedical and health informatics (01.07.2022)
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Journal Article
Large-scale mass spectrometry data combined with demographics analysis rapidly predicts methicillin resistance in Staphylococcus aureus
Wang, Zhuo, Wang, Hsin-Yao, Chung, Chia-Ru, Horng, Jorng-Tzong, Lu, Jang-Jih, Lee, Tzong-Yi
Published in Briefings in bioinformatics (01.07.2021)
Published in Briefings in bioinformatics (01.07.2021)
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Journal Article
Incorporating hybrid models into lysine malonylation sites prediction on mammalian and plant proteins
Chung, Chia-Ru, Chang, Ya-Ping, Hsu, Yu-Lin, Chen, Siyu, Wu, Li-Ching, Horng, Jorng-Tzong, Lee, Tzong-Yi
Published in Scientific reports (29.06.2020)
Published in Scientific reports (29.06.2020)
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Journal Article
Towards Accurate Identification of Antibiotic-Resistant Pathogens through the Ensemble of Multiple Preprocessing Methods Based on MALDI-TOF Spectra
Chung, Chia-Ru, Wang, Hsin-Yao, Chou, Po-Han, Wu, Li-Ching, Lu, Jang-Jih, Horng, Jorng-Tzong, Lee, Tzong-Yi
Published in International journal of molecular sciences (05.01.2023)
Published in International journal of molecular sciences (05.01.2023)
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Journal Article
Energy Efficiency of Inference Algorithms for Clinical Laboratory Data Sets: Green Artificial Intelligence Study
Yu, Jia-Ruei, Chen, Chun-Hsien, Huang, Tsung-Wei, Lu, Jang-Jih, Chung, Chia-Ru, Lin, Ting-Wei, Wu, Min-Hsien, Tseng, Yi-Ju, Wang, Hsin-Yao
Published in Journal of medical Internet research (25.01.2022)
Published in Journal of medical Internet research (25.01.2022)
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