StackTHPred: Identifying Tumor-Homing Peptides through GBDT-Based Feature Selection with Stacking Ensemble Architecture

por Guan, Jiahui, Yao, Lantian, Chung, Chia-Ru, Chiang, Ying-Chih, Lee, Tzong-Yi
Publicado 2023

Multi-label classification and features investigation of antimicrobial peptides with various functional classes

por Chung, Chia-Ru, Liou, Jhen-Ting, Wu, Li-Ching, Horng, Jorng-Tzong, Lee, Tzong-Yi
Publicado 2023

Characterization and Identification of Natural Antimicrobial Peptides on Different Organisms

por Chung, Chia-Ru, Jhong, Jhih-Hua, Wang, Zhuo, Chen, Siyu, Wan, Yu, Horng, Jorng-Tzong, Lee, Tzong-Yi
Publicado 2020

Large-Scale Samples Based Rapid Detection of Ciprofloxacin Resistance in Klebsiella pneumoniae Using Machine Learning Methods

por Wang, Chunxuan, Wang, Zhuo, Wang, Hsin-Yao, Chung, Chia-Ru, Horng, Jorng-Tzong, Lu, Jang-Jih, Lee, Tzong-Yi
Publicado 2022

Rapid Antibiotic Resistance Serial Prediction in Staphylococcus aureus Based on Large-Scale MALDI-TOF Data by Applying XGBoost in Multi-Label Learning

por Zhang, Jiahong, Wang, Zhuo, Wang, Hsin-Yao, Chung, Chia-Ru, Horng, Jorng-Tzong, Lu, Jang-Jih, Lee, Tzong-Yi
Publicado 2022

Incorporating hybrid models into lysine malonylation sites prediction on mammalian and plant proteins

por Chung, Chia-Ru, Chang, Ya-Ping, Hsu, Yu-Lin, Chen, Siyu, Wu, Li-Ching, Horng, Jorng-Tzong, Lee, Tzong-Yi
Publicado 2020

Data-Driven Two-Stage Framework for Identification and Characterization of Different Antibiotic-Resistant Escherichia coli Isolates Based on Mass Spectrometry Data

por Chung, Chia-Ru, Wang, Hsin-Yao, Yao, Chun-Han, Wu, Li-Ching, Lu, Jang-Jih, Horng, Jorng-Tzong, Lee, Tzong-Yi
Publicado 2023

Efficiently Predicting Vancomycin Resistance of Enterococcus Faecium From MALDI-TOF MS Spectra Using a Deep Learning-Based Approach

por Wang, Hsin-Yao, Hsieh, Tsung-Ting, Chung, Chia-Ru, Chang, Hung-Ching, Horng, Jorng-Tzong, Lu, Jang-Jih, Huang, Jia-Hsin
Publicado 2022

Towards Accurate Identification of Antibiotic-Resistant Pathogens through the Ensemble of Multiple Preprocessing Methods Based on MALDI-TOF Spectra

por Chung, Chia-Ru, Wang, Hsin-Yao, Chou, Po-Han, Wu, Li-Ching, Lu, Jang-Jih, Horng, Jorng-Tzong, Lee, Tzong-Yi
Publicado 2023

Using a Large Margin Context-Aware Convolutional Neural Network to Automatically Extract Disease-Disease Association from Literature: Comparative Analytic Study

por Lai, Po-Ting, Lu, Wei-Liang, Kuo, Ting-Rung, Chung, Chia-Ru, Han, Jen-Chieh, Tsai, Richard Tzong-Han, Horng, Jorng-Tzong
Publicado 2019

A large-scale investigation and identification of methicillin-resistant Staphylococcus aureus based on peaks binning of matrix-assisted laser desorption ionization-time of flight M...

por Wang, Hsin-Yao, Chung, Chia-Ru, Wang, Zhuo, Li, Shangfu, Chu, Bo-Yu, Horng, Jorng-Tzong, Lu, Jang-Jih, Lee, Tzong-Yi
Publicado 2020

Accelerating the Discovery of Anticancer Peptides through Deep Forest Architecture with Deep Graphical Representation

por Yao, Lantian, Li, Wenshuo, Zhang, Yuntian, Deng, Junyang, Pang, Yuxuan, Huang, Yixian, Chung, Chia-Ru, Yu, Jinhan, Chiang, Ying-Chih, Lee, Tzong-Yi
Publicado 2023

Trend of HPV Molecular Epidemiology in the Post-Vaccine Era: A 10-Year Study

por Lin, Yueh, Lin, Wan-Ying, Lin, Ting-Wei, Tseng, Yi-Ju, Wang, Yu-Chiang, Yu, Jia-Ruei, Chung, Chia-Ru, Wang, Hsin-Yao
Publicado 2023

Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques

por Wang, Hsin-Yao, Li, Wen-Chi, Huang, Kai-Yao, Chung, Chia-Ru, Horng, Jorng-Tzong, Hsu, Jen-Fu, Lu, Jang-Jih, Lee, Tzong-Yi
Publicado 2019

Improving Multi-Tumor Biomarker Health Check-Up Tests with Machine Learning Algorithms

por Wang, Hsin-Yao, Chen, Chun-Hsien, Shi, Steve, Chung, Chia-Ru, Wen, Ying-Hao, Wu, Min-Hsien, Lebowitz, Michael S., Zhou, Jiming, Lu, Jang-Jih
Publicado 2020

Investigating Unfavorable Factors That Impede MALDI-TOF-Based AI in Predicting Antibiotic Resistance

por Wang, Hsin-Yao, Liu, Yu-Hsin, Tseng, Yi-Ju, Chung, Chia-Ru, Lin, Ting-Wei, Yu, Jia-Ruei, Huang, Yhu-Chering, Lu, Jang-Jih
Publicado 2022

Incorporating Statistical Test and Machine Intelligence Into Strain Typing of Staphylococcus haemolyticus Based on Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass S...

por Chung, Chia-Ru, Wang, Hsin-Yao, Lien, Frank, Tseng, Yi-Ju, Chen, Chun-Hsien, Lee, Tzong-Yi, Liu, Tsui-Ping, Horng, Jorng-Tzong, Lu, Jang-Jih
Publicado 2019

Energy Efficiency of Inference Algorithms for Clinical Laboratory Data Sets: Green Artificial Intelligence Study

por 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
Publicado 2022

Rapid and Accurate Discrimination of Mycobacterium abscessus Subspecies Based on Matrix-Assisted Laser Desorption Ionization-Time of Flight Spectrum and Machine Learning Algorithms

por Wang, Hsin-Yao, Kuo, Chi-Heng, Chung, Chia-Ru, Lin, Wan-Ying, Wang, Yu-Chiang, Lin, Ting-Wei, Yu, Jia-Ruei, Lu, Jang-Jih, Wu, Ting-Shu
Publicado 2022

MDRSA: A Web Based-Tool for Rapid Identification of Multidrug Resistant Staphylococcus aureus Based on Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry

por Chung, Chia-Ru, Wang, Zhuo, Weng, Jing-Mei, Wang, Hsin-Yao, Wu, Li-Ching, Tseng, Yi-Ju, Chen, Chun-Hsien, Lu, Jang-Jih, Horng, Jorng-Tzong, Lee, Tzong-Yi
Publicado 2021