Works by Wang, Hsin-Yao

Results: 36

Risk Stratification for Herpes Simplex Virus Pneumonia Using Elastic Net Penalized Cox Proportional Hazard Algorithm with Enhanced Explainability.

Published in:

Journal of Clinical Medicine, 2023, v. 12, n. 13, p. 4489, doi. 10.3390/jcm12134489

By:

Wang, Yu-Chiang;
Lin, Wan-Ying;
Tseng, Yi-Ju;
Fu, Yiwen;
Li, Weijia;
Huang, Yu-Chen;
Wang, Hsin-Yao

Publication type:

Article

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

Published in:

Viruses (1999-4915), 2023, v. 15, n. 10, p. 2015, doi. 10.3390/v15102015

By:

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

Publication type:

Article

Outcomes of Herpes Simplex Virus Pneumonitis in Critically Ill Patients.

Published in:

Viruses (1999-4915), 2022, v. 14, n. 2, p. 205, doi. 10.3390/v14020205

By:

Chang, Wen-Jui;
Wang, Hsin-Yao;
Huang, Yu-Chen;
Lin, Chun-Yu;
Leu, Shaw-Woei;
Hsieh, Meng-Jer;
Huang, Chung-Chi

Publication type:

Article

Development of high-throughput perfusion-based microbioreactor platform capable of providing tunable dynamic tensile loading to cells and its application for the study of bovine articular chondrocytes.

Published in:

Biomedical Microdevices, 2011, v. 13, n. 4, p. 789, doi. 10.1007/s10544-011-9549-z

By:

Wu, Min-Hsien;
Wang, Hsin-Yao;
Liu, Heng-Liang;
Wang, Shih-Siou;
Liu, Yen-Ting;
Chen, Yan-Ming;
Tsai, Shiao-Wen;
Lin, Chun-Li

Publication type:

Article

Comparison of Multiple Carbapenemase Tests Based on an Unbiased Colony-Selection Method.

Published in:

Biomedicines, 2024, v. 12, n. 9, p. 2134, doi. 10.3390/biomedicines12092134

By:

Wang, Hsin-Yao;
Tseng, Yi-Ju;
Lin, Wan-Ying;
Wang, Yu-Chiang;
Lin, Ting-Wei;
Hsu, Jen-Fu;
Wu, Marie Yung-Chen;
Wu, Chiu-Hsiang;
Kalpana, Sriram;
Lu, Jang-Jih

Publication type:

Article

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

Published in:

Biomedicines, 2023, v. 11, n. 1, p. 45, doi. 10.3390/biomedicines11010045

By:

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

Publication type:

Article

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

Published in:

Frontiers in Microbiology, 2019, p. 1, doi. 10.3389/fmicb.2019.02120

By:

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

Publication type:

Article

Identification of Challenging Dermatophyte Species Using Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry.

Published in:

Journal of Fungi, 2025, v. 11, n. 2, p. 107, doi. 10.3390/jof11020107

By:

Tsai, Tsung-Fu;
Fan, Yun-Chen;
Lu, Jang-Jih;
Chien, Chun-Chih;
Wang, Hsin-Yao;
Sun, Pei-Lun

Publication type:

Article

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.

Published in:

Frontiers in Microbiology, 2021, v. 12, p. 1, doi. 10.3389/fmicb.2021.766206

By:

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

Publication type:

Article

Cancers Screening in an Asymptomatic Population by Using Multiple Tumour Markers.

Published in:

PLoS ONE, 2016, v. 11, n. 6, p. 1, doi. 10.1371/journal.pone.0158285

By:

Wang, Hsin-Yao;
Hsieh, Chia-Hsun;
Wen, Chiao-Ni;
Wen, Ying-Hao;
Chen, Chun-Hsien;
Lu, Jang-Jih

Publication type:

Article

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

Published in:

International Journal of Molecular Sciences, 2023, v. 24, n. 2, p. 998, doi. 10.3390/ijms24020998

By:

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

Publication type:

Article

Development of a Machine Learning Model for Survival Risk Stratification of Patients With Advanced Oral Cancer.

Published in:

JAMA Network Open, 2020, v. 3, n. 8, p. e2011768, doi. 10.1001/jamanetworkopen.2020.11768

By:

Tseng, Yi-Ju;
Wang, Hsin-Yao;
Lin, Ting-Wei;
Lu, Jang-Jih;
Hsieh, Chia-Hsun;
Liao, Chun-Ta

Publication type:

Article

A risk assessment framework for multidrug-resistant Staphylococcus aureus using machine learning and mass spectrometry technology.

Published in:

Briefings in Bioinformatics, 2023, v. 24, n. 6, p. 1, doi. 10.1093/bib/bbad330

By:

Wang, Zhuo;
Pang, Yuxuan;
Chung, Chia-Ru;
Wang, Hsin-Yao;
Cui, Haiyan;
Chiang, Ying-Chih;
Horng, Jorng-Tzong;
Lu, Jang-Jih;
Lee, Tzong-Yi

Publication type:

Article

Large-scale mass spectrometry data combined with demographics analysis rapidly predicts methicillin resistance in Staphylococcus aureus.

Published in:

Briefings in Bioinformatics, 2021, v. 22, n. 4, p. 1, doi. 10.1093/bib/bbaa293

By:

Wang, Zhuo;
Wang, Hsin-Yao;
Chung, Chia-Ru;
Horng, Jorng-Tzong;
Lu, Jang-Jih;
Lee, Tzong-Yi

Publication type:

Article

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

Published in:

Briefings in Bioinformatics, 2021, v. 22, n. 3, p. 1, doi. 10.1093/bib/bbaa138

By:

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

Publication type:

Article

A new scheme for strain typing of methicillin-resistant Staphylococcus aureus on the basis of matrix-assisted laser desorption ionization time-of-flight mass spectrometry by using machine learning approach.

Published in:

PLoS ONE, 2018, v. 13, n. 3, p. 1, doi. 10.1371/journal.pone.0194289

By:

Wang, Hsin-Yao;
Lee, Tzong-Yi;
Tseng, Yi-Ju;
Liu, Tsui-Ping;
Huang, Kai-Yao;
Chang, Yung-Ta;
Chen, Chun-Hsien;
Lu, Jang-Jih

Publication type:

Article

Increase Trichomonas vaginalis detection based on urine routine analysis through a machine learning approach.

Published in:

Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-47361-8

By:

Wang, Hsin-Yao;
Hung, Chung-Chih;
Chen, Chun-Hsien;
Lee, Tzong-Yi;
Huang, Kai-Yao;
Ning, Hsiao-Chen;
Lai, Nan-Chang;
Tsai, Ming-Hsiu;
Lu, Li-Chuan;
Tseng, Yi-Ju;
Lu, Jang-Jih

Publication type:

Article

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

Published in:

Journal of Medical Internet Research, 2022, v. 24, n. 1, p. N.PAG, doi. 10.2196/28036

By:

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

Publication type:

Article

Novel Toilet Paper-Based Point-Of-Care Test for the Rapid Detection of Fecal Occult Blood: Instrument Validation Study.

Published in:

2020

By:

Wang, Hsin-Yao;
Lin, Ting-Wei;
Chiu, Sherry Yueh-Hsia;
Lin, Wan-Ying;
Huang, Song-Bin;
Hsieh, Jason Chia-Hsun;
Chen, Hsieh Cheng;
Lu, Jang-Jih;
Wu, Min-Hsien

Publication type:

journal article

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

Published in:

Cancers, 2020, v. 12, n. 6, p. 1442, doi. 10.3390/cancers12061442

By:

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

Publication type:

Article

Development of a high sensitivity TaqMan-based PCR assay for the specific detection of Mycobacterium tuberculosis complex in both pulmonary and extrapulmonary specimens.

Published in:

Scientific Reports, 2019, v. 9, n. 1, p. 1, doi. 10.1038/s41598-018-33804-1

By:

Wang, Hsin-Yao;
Lu, Jang-Jih;
Chang, Ching-Yu;
Chou, Wen-Pin;
Hsieh, Jason Chia-Hsun;
Lin, Chien-Ru;
Wu, Min-Hsien

Publication type:

Article

Integrating Artificial Intelligence for Advancing Multiple-Cancer Early Detection via Serum Biomarkers: A Narrative Review.

Published in:

Cancers, 2024, v. 16, n. 5, p. 862, doi. 10.3390/cancers16050862

By:

Wang, Hsin-Yao;
Lin, Wan-Ying;
Zhou, Chenfei;
Yang, Zih-Ang;
Kalpana, Sriram;
Lebowitz, Michael S.

Publication type:

Article

Identifying heterogeneous subgroups of systemic autoimmune diseases by applying a joint dimension reduction and clustering approach to immunomarkers.

Published in:

BioData Mining, 2024, v. 17, n. 1, p. 1, doi. 10.1186/s13040-024-00389-7

By:

Chang, Chia-Wei;
Wang, Hsin-Yao;
Lin, Wan-Ying;
Wang, Yu-Chiang;
Lo, Wei-Lin;
Lin, Ting-Wei;
Yu, Jia-Ruei;
Tseng, Yi-Ju

Publication type:

Article

Delta Immature Platelet Fraction Is Associated With Mortality in Bacteremia Patients.

Published in:

International Journal of Laboratory Hematology, 2025, v. 47, n. 1, p. 51, doi. 10.1111/ijlh.14365

By:

Shih, Pei‐Chun;
Wang, Yi‐Hua;
Chen, Shey‐Ying;
Tseng, Min;
Hsu, Cheng‐An;
Yang, Ming‐Yan;
Wang, Hsin‐Yao;
Lee, Jia‐Arng

Publication type:

Article

The study of the frequency effect of dynamic compressive loading on primary articular chondrocyte functions using a microcell culture system.

Published in:

2014

By:

Lin, Wan-Ying;
Chang, Yu-Han;
Wang, Hsin-Yao;
Yang, Tzu-Chi;
Chiu, Tzu-Keng;
Huang, Song-Bin;
Wu, Min-Hsien

Publication type:

Journal Article

Development of a two-step nucleic acid amplification test for accurate diagnosis of the Mycobacterium tuberculosis complex.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-85160-2

By:

Lin, Chien-Ru;
Wang, Hsin-Yao;
Lin, Ting-Wei;
Lu, Jang-Jih;
Hsieh, Jason Chia-Hsun;
Wu, Min-Hsien

Publication type:

Article

Alternate Antimicrobial Therapies and Their Companion Tests.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 15, p. 2490, doi. 10.3390/diagnostics13152490

By:

Kalpana, Sriram;
Lin, Wan-Ying;
Wang, Yu-Chiang;
Fu, Yiwen;
Wang, Hsin-Yao

Publication type:

Article

Evaluation of Platelet Alloimmunization by Filtration Enzyme-Linked Immunosorbent Assay.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 10, p. 1704, doi. 10.3390/diagnostics13101704

By:

Chiueh, Tzong-Shi;
Wang, Hsin-Yao;
Wu, Min-Hsien;
Hsueh, Yu-Shan;
Chen, Hui-Chu

Publication type:

Article

Antibiotic Resistance Diagnosis in ESKAPE Pathogens—A Review on Proteomic Perspective.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 6, p. 1014, doi. 10.3390/diagnostics13061014

By:

Kalpana, Sriram;
Lin, Wan-Ying;
Wang, Yu-Chiang;
Fu, Yiwen;
Lakshmi, Amrutha;
Wang, Hsin-Yao

Publication type:

Article

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

Published in:

Diagnostics (2075-4418), 2022, v. 12, n. 2, p. 413, doi. 10.3390/diagnostics12020413

By:

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

Publication type:

Article

Rapid Detection of Heterogeneous Vancomycin-Intermediate Staphylococcus aureus Based on Matrix-Assisted Laser Desorption Ionization Time-of-Flight: Using a Machine Learning Approach and Unbiased Validation.

Published in:

Frontiers in Microbiology, 2018, p. N.PAG, doi. 10.3389/fmicb.2018.02393

By:

Wang, Hsin-Yao;
Chen, Chun-Hsien;
Lee, Tzong-Yi;
Horng, Jorng-Tzong;
Liu, Tsui-Ping;
Tseng, Yi-Ju;
Lu, Jang-Jih

Publication type:

Article

Improving Interpretation Consistency of Serum Capillary Electrophoresis by Development of Quantitative Graphic Indexes.

Published in:

International Journal of Molecular Sciences, 2024, v. 25, n. 22, p. 12240, doi. 10.3390/ijms252212240

By:

Yu, Jia-Ruei;
Wu, Yu-Tan;
Sung, Yi-Juan;
Chiueh, Tzong-Shi;
Yu, Wei-Hsuan;
Hwang, Feng-Nan;
Wu, Zong-Qi;
Anwar, Zayd;
Lin, Wan-Ying;
Wang, Hsin-Yao

Publication type:

Article

Mutational Analysis of Colistin-Resistant Pseudomonas aeruginosa Isolates: From Genomic Background to Antibiotic Resistance.

Published in:

Pathogens, 2025, v. 14, n. 4, p. 387, doi. 10.3390/pathogens14040387

By:

De Sousa, Telma;
Wang, Hsin-Yao;
Lin, Ting-Wei;
Caniça, Manuela;
Ramos, Miguel J. N.;
Santos, Daniela;
Silva, Catarina;
Saraiva, Sónia;
Beyrouthy, Racha;
Bonnet, Richard;
Hébraud, Michel;
Igrejas, Gilberto;
Poeta, Patrícia

Publication type:

Article

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

Published in:

Frontiers in Microbiology, 2022, v. 13, p. 1, doi. 10.3389/fmicb.2022.821233

By:

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

Publication type:

Article

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

Published in:

Frontiers in Microbiology, 2022, v. 13, p. 1, doi. 10.3389/fmicb.2022.853775

By:

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

Publication type:

Article

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

Published in:

Frontiers in Microbiology, 2022, v. 13, p. 1, doi. 10.3389/fmicb.2022.827451

By:

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

Publication type:

Article