Full publication on Google Scholar: https://scholar.google.com.tw/citations?hl=zh-TW&user=3xCAbt4AAAAJ
Selective publications:
Xiaoxing Wu, Hsin-Yao Wang (equal-first author), Peichang Shi, et al.: Long short-term memory model - A deep learning approach for medical data with irregularity in cancer predication with tumor markers. Comput Biol Med. 2022 May;144:105362. (impact factor: 6.698; ranking: 13/94, Q1; biology)
Hsin-Yao Wang, Chia-Ru Chung, Chao-Jung Chen, et al.: Clinically Applicable System for Rapidly Predicting Enterococcus faecium Susceptibility to Vancomycin, Microbiol Spectr. 2021 Nov 10;9(3):e0091321. doi: 10.1128/Spectrum.00913-21. (impact factor: 9.043; ranking: 18/157, Q1; microbiology)
Hsin-Yao Wang, Chia-Ru Chung, Zhuo Wang, et al.: A large-scale investigation and identification of Methicillin-resistant Staphylococcus aureus based on binning of Matrix-Assisted Laser Desorption Ionization-Time of Flight MS Spectra, Brief Bioinform. 2021 May 20;22(3):bbaa138. (impact factor: 13.994; ranking: 2/67, Q1; mathematical & computational biology)
Zhuo Wang, Hsin-Yao Wang, Chia-Ru Chung, et al.: Large-scale mass spectrometry data combined with demographics analysis rapidly predicts methicillin resistance in Staphylococcus aureus, Brief Bioinform. 2021 Jul 20;22(4):bbaa293. (impact factor: 13.994; ranking: 2/67, Q1; mathematical & computational biology)
Yi-Ju Tseng, Hsin-Yao Wang （equal-first author）, Ting-Wei Lin, et al.: Development of a Machine Learning Model for Survival Risk Stratification in Patients with Advanced Oral Cancer, JAMA Network Open, 2020 Aug; 3(8): e2011768. (impact factor: 13.366; ranking: 10/329, Q1; medicine, general & internal)
Hsin-Yao Wang, Chun-Hsien Chen, Steve Shi, et al.: Improving Multi-Tumor Biomarker Health Check-up Tests with Machine Learning Algorithms. Cancers (Basel). 2020;12(6):E1442. (impact factor: 6.575; ranking: 31/230, Q1; oncology)
Hsin-Yao Wang, Chih-Yu Chen, Po-Yu Chu, et al.: Application of an optically induced dielectrophoresis (ODEP)-based microfluidic system for the detection and isolation of bacteria with heterogeneity of antibiotic susceptibility, Sensors and Actuator B: Chemical 3/ 2020; 307, 127540. (impact factor: 9.221; ranking: 2/64, Q1; instruments & instrumentation)
