Hsin-Yao Wang

16 papers A 1C 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 C conf
AI-Enhanced MALDI-TOF MS Analysis for Important Peaks on Predicting Ciprofloxacin Resistance across Different Gram-Negative Bacteria.
CIBCB
Hsin-Yao Wang, Chia-Ru Chung, Wen-Rui Zhang, Li-Ching Wu, Justin Bo-Kai Hsu, Jang-Jih Lu, Jorng-Tzong Horng
2025 J jnl
KAT-GNN: A Knowledge-Augmented Temporal Graph Neural Network for Risk Prediction in Electronic Health Records.
CoRR
Kun-Wei Lin, Yu-Chen Kuo, Hsin-Yao Wang, Yi-Ju Tseng
2024 A conf
Graph-Based Temporal Attention for Coronary Artery Disease Prediction Using Electronic Health Records.
ICS
Kun-Wei Lin, Kuan-Hui Liu, Hsin-Yao Wang, Yi-Ju Tseng
2024 J jnl
Identifying heterogeneous subgroups of systemic autoimmune diseases by applying a joint dimension reduction and clustering approach to immunomarkers.
BioData Min.
Chia-Wei Chang, Hsin-Yao Wang, Wan-Ying Lin, Yu-Chiang Wang, Wei-Lin Lo, Ting-Wei Lin, Jia-Ruei Yu, Yi-Ju Tseng
2023 J jnl
A risk assessment framework for multidrug-resistant
Briefings Bioinform.
Zhuo Wang, Yuxuan Pang, Chia-Ru Chung, Hsin-Yao Wang, Haiyan Cui, Ying-Chih Chiang, Jorng-Tzong Horng, Jang-Jih Lu, Tzong-Yi Lee
2023 J jnl
Self-supervised based general laboratory progress pretrained model for cardiovascular event detection.
CoRR
Li-Chin Chen, Kuo-Hsuan Hung, Yi-Ju Tseng, Hsin-Yao Wang, Tse-Min Lu, Wei-Chieh Huang, Yu Tsao
2023 — conf
Temporal Phenotype Matrix Engineering for Electronic Health Records - Enhancing Coronary Artery Disease Prediction.
BHI
Kuan-Hui Liu, Cheng-Yu Chiang, Hsin-Yao Wang, Yi-Ju Tseng
2022 J jnl
Long short-term memory model - A deep learning approach for medical data with irregularity in cancer predication with tumor markers.
Comput. Biol. Medicine
Xiaoxing Wu, Hsin-Yao Wang, Peichang Shi, Rong Sun, Xiaolin Wang, Zhixiao Luo, Fanling Zeng, Michael S. Lebowitz, Wan-Ying Lin, Jang-Jih Lu, Richard Scherer, Olivia Price, Ziwei Wang, Jiming Zhou, Yonghong Wang
2021 J jnl
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.
Briefings Bioinform.
Hsin-Yao Wang, Chia-Ru Chung, Zhuo Wang, Shangfu Li, Bo-Yu Chu, Jorng-Tzong Horng, Jang-Jih Lu, Tzong-Yi Lee
2021 J jnl
Large-scale mass spectrometry data combined with demographics analysis rapidly predicts methicillin resistance in
Briefings Bioinform.
Zhuo Wang, Hsin-Yao Wang, Chia-Ru Chung, Jorng-Tzong Horng, Jang-Jih Lu, Tzong-Yi Lee
2019 J jnl
Predicting breast cancer metastasis by using serum biomarkers and clinicopathological data with machine learning technologies.
Int. J. Medical Informatics
Yi-Ju Tseng, Chuan-En Huang, Chiao-Ni Wen, Po-Yin Lai, Min-Hsien Wu, Yu-Chen Sun, Hsin-Yao Wang, Jang-Jih Lu
2019 J jnl
Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques.
BMC Bioinform.
Hsin-Yao Wang, Wen-Chi Li, Kai-Yao Huang, Chia-Ru Chung, Jorng-Tzong Horng, Jen-Fu Hsu, Jang-Jih Lu, Tzong-Yi Lee
2018 J jnl
Machine Learning-Based Method for Obesity Risk Evaluation Using Single-Nucleotide Polymorphisms Derived from Next-Generation Sequencing.
J. Comput. Biol.
Hsin-Yao Wang, Shih-Cheng Chang, Wan-Ying Lin, Chun-Hsien Chen, Szu-Hsien Chiang, Kai-Yao Huang, Bo-Yu Chu, Jang-Jih Lu, Tzong-Yi Lee
2018 J jnl
Predicting post-stroke activities of daily living through a machine learning-based approach on initiating rehabilitation.
Int. J. Medical Informatics
Wan-Yin Lin, Chun-Hsien Chen, Yi-Ju Tseng, Yu-Ting Tsai, Ching-Yu Chang, Hsin-Yao Wang, Chih-Kuang Chen
2017 J jnl
Investigation and identification of protein carbonylation sites based on position-specific amino acid composition and physicochemical features.
BMC Bioinform.
Shun-Long Weng, Kai-Yao Huang, Fergie Joanda Kaunang, Chien-Hsun Huang, Hui-Ju Kao, Tzu-Hao Chang, Hsin-Yao Wang, Jang-Jih Lu, Tzong-Yi Lee
2013 — conf
Development of a piezoelectric polyvinylidene fluoride polymer-based sensor patch for simultaneous heartbeat and respiration monitoring.
NEMS
Yi-Yuan Chiu, Wan-Ying Lin, Hsin-Yao Wang, Song-Bin Huang, Min-Hsien Wu