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專任教師

  • 名稱
    張瑋珊
    CHANG, WEI SHAN
  • 連絡電話
  • 信箱
  • 個人著作參考網址
  • 最高學歷
    輔仁大學財團法人輔仁大學 商學研究所博士班 博士
  • 研究專長
    大數據分析、機器學習、深度學習、資料採礦、自然語言處理
年度 參考文獻格式
2026 Hsiao, Kai-Yuan, Chang, Wei-Shan, Ou, Shi-Chen, Yao, Hao-Ren, Chang, Der-Chen, Shia, Ben-Chang, Chen, Ming-Chih, Hsieh, Meng-Che(2026). Chinese Herbal Medicine Is Associated With Improved Survival in Patients With Advanced Lung Cancer Receiving Standard Treatment: A Nationwide Population-Based Propensity Score Matching Study. Integrative Cancer Therapies, Vol. 25, No. 1, p.p0-0 [SCIE].
2025 Chang, Wei-Shan, Hsiao, Kai-Yuan, Lin, Lian-Yu, Chen, Ming-Chih, Shia, Ben-Chang, Lin, Chung-Yu(2025). Machine Learning Models for Predicting in-Hospital Cardiac Arrest: A Comparative Analysis with Logistic Regression. International Journal of General Medicine, Vol. 0, No. 0, p.p0-0 [SCIE].
2025 Tsai, Ming-Hsien, Chen, Ming-Chih, Huang, Yen-Chun, Chang, Wei-Shan, Hsiao, Kai-Yuan, Liou, Hung-Hsiang, Fang, Yu-Wei(2025). Benefits of Sodium-Glucose Cotransporter-2 Inhibitors with Renin-Angiotensin System Blockers in Type-2 Diabetes: A Cohort Analysis.. Medical Science Monitor, Vol. 0, No. 0, p.p947153-0 [SCIE].
2025 Wang, Ji-Ping, Li, Rong, Chang, Wei-Shan, Hsiao, Kai-Yuan, Shia, Ben-Chang, Ma, Shuangge(2025). Heterogeneous network analysis of disease clinical treatment measures via mining electronic medical record data.. The Annals of Applied Statistics, Vol. 19, No. 1, p.p637-654 [SCIE].
2024 Hsiao, Kai-Yuan, Chen, Hsin-Pao, Rau, Kun-Ming, Liu, Kuang-Wen, Shia, Ben-Chang, Chang, Wei-Shan, Liang, Hao-Yun, Hsieh, Meng-Che(2024). Association between sidedness and survival among chemotherapy refractory metastatic colorectal cancer patients treated with trifluridine/tipiracil or regorafenib.. The Oncologist, Vol. 29, No. 12, p.p1669-1679 [SCI].
2024 Huang, Ting-Yu, Ou, Shi-Chen, Huang, Wei-Te, Lin, Yu-Chuan, Hung, Hao-Hsiu, Chang, Chin-Wei, Hsiao, Kai-Yuan, Kao, Yi-Wei, Wu, Chien-Hua, Chang, Wei-Shan, Shia, Ben-Chang, Huang, Sheng-Teng(2024). Validation of the constitution in Chinese medicine questionnaires with the newly developed blood-vacuity category: a rare Taiwanese case study. Advances in Traditional Medicine, Vol. 24, No. 0, p.p1205-1213 [其它].
2024 Lin, Pao-Chun, Chang, Wei-Shan, Hsiao, Kai-Yuan, Liu, Hon-Man, Shia, Ben-Chang, Chen, Ming-Chih, Hsieh, Po-Yu, Lai, Tseng-Wei, Lin, Feng-Huei, Chang, Che-Cheng(2024). Development of a Machine Learning Algorithm to Correlate Lumbar Disc Height on X-rays with Disc Bulging or Herniation. Diagnostics, Vol. 14, No. 2, p.p134-0 [SCIE].
2023 Weng Pei Shih, Hsiao Yu Jen, Hsiao Kai Yuan, Chang Wei Shan(2023). Cost of health problems caused by stock market volatility: An empirical study in Taiwan.. Finance Research Letters, Vol. 57, No. 0, p.p10426-0 [SSCI].
2023 Lee, Wen-Teng, Fang, Yu-Wei, Chang, Wei-Shan, Hsiao, Kai-Yuan, Shia, Ben-Chang, Chen, Ming-Chih, Tsai, Ming-Hsien(2023). Data-driven, two-stage machine learning algorithm-based prediction scheme for assessing 1-year and 3-year mortality risk in chronic hemodialysis patients. Scientific Reports, Vol. 13, No. 0, p.p0-0 [SCI].
學期別 班級 科目代碼 科目名稱 修別 學分數
1142 資科二A 02249 資料結構 選修 3
1142 資訊能力Ib班 12883 邏輯思維概論 必修 2
1142 資訊能力Db班 12883 邏輯思維概論 必修 2
1142 人工智慧一A 12107 資訊數學 必修 3
學校名稱 論文名稱 學位
輔仁大學財團法人輔仁大學 商學研究所博士班 博士 預訓練模型微調於期刊推薦之應用 博士論文