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2025 Journal Article Validation and interpretation of machine-learning models for rapid identification of active tuberculosis infection using routine laboratory indicatorsLiu, Zhan-Zhong, Yuan, Quan, Zhang, Yu-Dong, Zhang, Xue-Di, Liu, Jian, Yan, Jia-Wei, Du, Kang-Peng, Chen, Hui-Jin and Wang, Liang (2025). Validation and interpretation of machine-learning models for rapid identification of active tuberculosis infection using routine laboratory indicators. Frontiers in Cellular and Infection Microbiology, 15 1718614. doi: 10.3389/fcimb.2025.1718614 |
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2025 Journal Article Interpretive prediction of hyperuricemia and gout patients via machine learning analysis of human gut microbiomeTang, Jia-Wei, Tay, Alfred Chin Yen and Wang, Liang (2025). Interpretive prediction of hyperuricemia and gout patients via machine learning analysis of human gut microbiome. BMC Microbiology, 25 (1) 429, 429-1. doi: 10.1186/s12866-025-04125-x |
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2025 Journal Article Global burden of 292 causes of death in 204 countries and territories and 660 subnational locations, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023Naghavi, Mohsen, Kyu, Hmwe Hmwe, A, Bhoomadevi, Aalipour, Mohammad Amin, Aalruz, Hasan, Ababneh, Hazim S, Abafita, Bedru J, Abaraogu, Ukachukwu O, Abbafati, Cristiana, Abbasi, Madineh, Abbaspour, Faezeh, Abbastabar, Hedayat, Abd Al Magied, Abdallah H A, Abd ElHafeez, Samar, Abdalla, Ashraf Nabiel, Abdalla, Mohammed Altigani, Abdallah, Emad M, Abdeeq, Barkhad Aden, Abdel Razeq, Nadin M I, Abdelgalil, Ahmed Abdelrahman, Abdel-Hameed, Reda, Abdelmasseh, Michael, Abdelnabi, Mahmoud, Abdel-Rahman, Wael M, Abdous, Arman, Abdrabou, Mostafa M, Abdul Aziz, Jeza Muhamad, Abdulah, Deldar Morad, Abdullahi, Auwal ... Murray, Christopher J L (2025). Global burden of 292 causes of death in 204 countries and territories and 660 subnational locations, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023. The Lancet, 406 (10513), 1811-1872. doi: 10.1016/s0140-6736(25)01917-8 |
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2025 Journal Article Development and validation of an interpretable risk prediction model for the early classification of thalassemiaLai, Jin-Xin, Tang, Jia-Wei, Gong, Shan-Shan, Qin, Ming-Xiong, Zhang, Yu-Lu, Liang, Quan-Fa, Li, Li-Yan, Cai, Zhen and Wang, Liang (2025). Development and validation of an interpretable risk prediction model for the early classification of thalassemia. npj Digital Medicine, 8 (1) 346, 346-1. doi: 10.1038/s41746-025-01766-0 |
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2025 Journal Article SERS-ATB: a comprehensive database server for antibiotic SERS spectral visualization and deep-learning identificationYuan, Quan, Tang, Jia-Wei, Chen, Jie, Liao, Yi-Wen, Zhang, Wen-Wen, Wen, Xin-Ru, Liu, Xin, Chen, Hui-Jin and Wang, Liang (2025). SERS-ATB: a comprehensive database server for antibiotic SERS spectral visualization and deep-learning identification. Environmental Pollution, 373 126083, 126083. doi: 10.1016/j.envpol.2025.126083 |
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2025 Journal Article Risk factors associated with Helicobacter pylori infection in the urban population of China: A nationwide, multi-center, cross-sectional studyWang, Liang, Li, Zheng-Kang, Lai, Jin-Xin, Si, Yu-Ting, Chen, Jie, Chua, Eng Guan, Dai, Ling-Yan, Dai, Qiong, Dai, Xu-Bo, Deng, Zhao-Hui, Du, Hong, Fang, Qi, Feng, Cui, He, Min, Hu, Guo-Chu, Hu, Yi-Zhong, Huang, Hui, Huang, Yan-Jiang, Li, Fen, Li, Jun-Hong, Li, Qi-Xin, Lin, Zhi-Fang, Liu, Hai-Tao, Liu, Ming-Bo, Luo, Jin-Hua, Ma, Jian-Hong, Man, Bao-Hua, Ru, Xiao-Jun, Tang, Bo-Fu ... Gu, Bing (2025). Risk factors associated with Helicobacter pylori infection in the urban population of China: A nationwide, multi-center, cross-sectional study. International Journal of Infectious Diseases, 154 107890, 107890-154. doi: 10.1016/j.ijid.2025.107890 |
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2025 Journal Article Epidemiological characteristics of Helicobacter pylori infection and antibiotic resistance in urban areas of Guangdong Province, China: a multi-center, cross-sectional surveillanceXian, Luhua, Si, Yuting, Luan, Luan, Lai, Jinxin, Tang, Jiawei and Wang, Liang (2025). Epidemiological characteristics of Helicobacter pylori infection and antibiotic resistance in urban areas of Guangdong Province, China: a multi-center, cross-sectional surveillance. European Journal of Clinical Microbiology & Infectious Diseases, 44 (6), 1305-1312. doi: 10.1007/s10096-025-05105-9 |
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2025 Journal Article Reply to Bratchenko and Bratchenko, “Overestimation of the classification model for Raman spectroscopy data of biological samples”Wen, Xin-Ru, Tang, Jia-Wei and Wang, Liang (2025). Reply to Bratchenko and Bratchenko, “Overestimation of the classification model for Raman spectroscopy data of biological samples”. mSystems, 10 (4), e0010325. doi: 10.1128/msystems.00103-25 |
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2025 Journal Article Rapid discrimination and ratio quantification of mixed antibiotics in aqueous solution through integrative analysis of SERS spectra via CNN combined with NN-EN modelYuan, Quan, Yao, Lin-Fei, Tang, Jia-Wei, Ma, Zhang-Wen, Mou, Jing-Yi, Wen, Xin-Ru, Usman, Muhammad, Wu, Xiang and Wang, Liang (2025). Rapid discrimination and ratio quantification of mixed antibiotics in aqueous solution through integrative analysis of SERS spectra via CNN combined with NN-EN model. Journal of Advanced Research, 69, 61-74. doi: 10.1016/j.jare.2024.03.016 |
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2025 Journal Article Comparison of Raman spectroscopy with mass spectrometry for sequence typing of Acinetobacter baumannii strains: a single-center studyLiu, Suling, Zhang, Ni, Tang, Jiawei, Chen, Chong, Wang, Weisha, Zhou, Jingfang, Ye, Long, Chen, Xiaoli, Li, ZhengKang and Wang, Liang (2025). Comparison of Raman spectroscopy with mass spectrometry for sequence typing of Acinetobacter baumannii strains: a single-center study. Microbiology Spectrum, 13 (3) e0142524, e0142524. doi: 10.1128/spectrum.01425-24 |
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2025 Journal Article Application of machine learning-assisted surface-enhanced Raman spectroscopy in medical laboratories: Principles, opportunities, and challengesTang, Jia-Wei, Yuan, Quan, Zhang, Li, Marshall, Barry J., Yen Tay, Alfred Chin and Wang, Liang (2025). Application of machine learning-assisted surface-enhanced Raman spectroscopy in medical laboratories: Principles, opportunities, and challenges. Trends in Analytical Chemistry, 184 118135, 1-18. doi: 10.1016/j.trac.2025.118135 |
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2025 Journal Article How can surface-enhanced Raman spectroscopy improve diagnostics for bacterial infections?Tang, Jia-Wei, Wen, Xin-Ru, Liao, Yi-Wen and Wang, Liang (2025). How can surface-enhanced Raman spectroscopy improve diagnostics for bacterial infections?. Nanomedicine, 20 (7), 1-6. doi: 10.1080/17435889.2025.2466419 |
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2025 Journal Article Simultaneous detection and quantification of ciprofloxacin, doxycycline, and levofloxacin in municipal lake water via deep learning analysis of complex Raman spectraYuan, Quan, Wen, Xin-Ru, Liu, Wei, Ma, Zhang-Wen, Tang, Jia-Wei, Liu, Qing-Hua, Usman, Muhammad, Tang, Yu-Rong, Wu, Xiang and Wang, Liang (2025). Simultaneous detection and quantification of ciprofloxacin, doxycycline, and levofloxacin in municipal lake water via deep learning analysis of complex Raman spectra. Environmental Technology and Innovation, 37 103987, 1-16. doi: 10.1016/j.eti.2024.103987 |
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2025 Journal Article Discrimination of benign and malignant thyroid nodules through comparative analyses of human saliva samples via metabolomics and deep-learning-guided label-free SERSTang, Jia-Wei, Mou, Jing-Yi, Chen, Jie, Yuan, Quan, Wen, Xin-Ru, Liu, Qing-Hua, Liu, Zhao and Wang, Liang (2025). Discrimination of benign and malignant thyroid nodules through comparative analyses of human saliva samples via metabolomics and deep-learning-guided label-free SERS. ACS Applied Materials and Interfaces, 17 (3), 5538-5549. doi: 10.1021/acsami.4c20503 |
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2025 Journal Article Rapid diagnosis of bacterial vaginosis using machine-learning-assisted surface-enhanced Raman spectroscopy of human vaginal fluidsWen, Xin-Ru, Tang, Jia-Wei, Chen, Jie, Chen, Hui-Min, Usman, Muhammad, Yuan, Quan, Tang, Yu-Rong, Zhang, Yu-Dong, Chen, Hui-Jin and Wang, Liang (2025). Rapid diagnosis of bacterial vaginosis using machine-learning-assisted surface-enhanced Raman spectroscopy of human vaginal fluids. Msystems, 10 (1) e0105824, 1-18. doi: 10.1128/msystems.01058-24 |
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2025 Journal Article Rapid diagnosis and precision treatment of Helicobacter pylori infection in clinical settingsUmar, Zeeshan, Tang, Jia-Wei, Marshall, Barry J., Tay, Alfred Chin Yen and Wang, Liang (2025). Rapid diagnosis and precision treatment of Helicobacter pylori infection in clinical settings. Critical Reviews in Microbiology, 51 (2), 369-398. doi: 10.1080/1040841X.2024.2364194 |
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2025 Journal Article Comparative evaluation of BacT/ALERT VIRTUO and BACTEC FX400 blood culture systems for the detection of bloodstream infectionsQin, Yurong, Liao, Yiwen, Zhou, Jingfang, Liu, Weijiang, Chen, Huimin, Chen, Xiaoli, Wang, Weisha, Zhang, Ni, Zhao, Yunhu, Wang, Liang, Gu, Bing and Liu, Suling (2025). Comparative evaluation of BacT/ALERT VIRTUO and BACTEC FX400 blood culture systems for the detection of bloodstream infections. Microbiology Spectrum, 13 (1) e0185024, e0185024. doi: 10.1128/spectrum.01850-24 |
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2024 Journal Article Comparative analysis of bioactive ingredients and medicinal functions of natural and cultivated Ophiocordyceps sinensis (Berk.)Ma, Zhangwen, Liu, Qinghua, Hong, Yongxuan, Chen, Jie, Tang, Jiawei, Tang, Yurong and Wang, Liang (2024). Comparative analysis of bioactive ingredients and medicinal functions of natural and cultivated Ophiocordyceps sinensis (Berk.). Future Integrative Medicine, 3 (4), 251-261. doi: 10.14218/fim.2024.00047 |
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2024 Journal Article Rapid profiling of carcinogenic types of Helicobacter pylori infection via deep learning analysis of label-free SERS spectra of human serumLi, Fen, Si, Yu-Ting, Tang, Jia-Wei, Umar, Zeeshan, Xiong, Xue-Song, Wang, Jin-Ting, Yuan, Quan, Tay, Alfred Chin Yen, Chua, Eng Guan, Zhang, Li, Marshall, Barry J., Yang, Wei-Xuan, Gu, Bing and Wang, Liang (2024). Rapid profiling of carcinogenic types of Helicobacter pylori infection via deep learning analysis of label-free SERS spectra of human serum. Computational and Structural Biotechnology Journal, 23, 3379-3390. doi: 10.1016/j.csbj.2024.09.008 |
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2024 Journal Article Classification of vaginal cleanliness grades through surface-enhanced raman spectral analysis via the deep-learning variational autoencoder–long short-term memory modelTang, Jia-Wei, Wen, Xin-Ru, Chen, Hui-Min, Chen, Jie, Hong, Kun-Hui, Yuan, Quan, Usman, Muhammad and Wang, Liang (2024). Classification of vaginal cleanliness grades through surface-enhanced raman spectral analysis via the deep-learning variational autoencoder–long short-term memory model. Advanced Intelligent Systems, 6 (12) 2400587, 1-11. doi: 10.1002/aisy.202400587 |
