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國立臺北科技大學 學術資源網

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白敦文教授Tun-Wen Pai

現職:
臺北科大/資訊工程系
聯絡方式:
分機:+886-227712171-4222
  • PhD, Duke University, USA; MSE, The Johns Hopkins University, USA
  • Dean of International Affairs, Chair of Computer Science and Inforamtion Engineering Department
  • Bioinformatics
  • Bioinformatics and biomedical research, biomedical Imaging, healthcare research

期刊論文

  • "Interferon-stimulated gene 15 polymorphisms are associated with spontaneous preterm birth in Taiwanese women", American Journal of Reproductive Immunology, 90, 6, 7, 2023/10, SCI
  • "Detection of Amyotrophic Lateral Sclerosis (ALS) Comorbidity Trajectories Based on Principal Tree Model Analytics", Biomedicines, 11, 10, 13, 2023/09, SCI
  • "Progression to myocardial infarction shortterm death based on interval sequential pattern mining", BMC Cardiovascular Disorders, 23, 394, 9, 2023/08, SCI
  • "Enhancing Small Tabular Clinical Trial Dataset through Hybrid Data Augmentation: Combining SMOTE and WCGAN-GP", Data, 8, 9, 20, 2023/08, SCI
  • "Distinctive microbial community and genome structure in coastal seawater from a human-made port and nearby offshore island in northern Taiwan facing the Northwestern Pacific Ocean", PLoS ONE, 18, 6, 31, 2023/06, SCI
  • "Separation of Multiple Speech Sources in Reverberant Environments based on Sparse Component Enhancement", Circuits, Systems, and Signal Processing, 42, 2023, 28, 2023/05, SCI
  • "Deep-learning based breast cancer detection for cross-staining histopathology images", Heliyon, 9, e13171, 11, 2023/01, SCI
  • "Identification of fish species through tRNA-based primer design", BMC Bioinformatics, 22, 633, 15, 2022/12, SCI
  • "Transcriptomic analysis reveals distinct mechanisms of adaptation of a polar picophytoplankter under ocean acidification conditions", ELSEVIER : Marine Environmental Research, 182, 13, 2022/10, SCI
  • "Comprehensive Linear Epitope Prediction System for Host Specificity in Nodaviridae", Viruses, 14, 7, 19, 2022/06, SCI
  • "A Multi- Source Separation Approach Based on DOA Cue and DNN", Applied Sciences, 12, 6224, 20, 2022/06, SCI
  • "Comparative Transcriptome Analysis of Organ-Specific Adaptive Responses to Hypoxia Provides Insights to Human Diseases", Genes, 13, 1096, 21, 2022/06, SCI
  • "Data Augmentation based on Generative Adversarial Networks to Improve Stage Classification of Chronic Kidney Disease", Appl. Sci, 12, 352, 1-12, 2021/12, SCI
  • "Using Comorbidity Pattern Analysis to Detect Reliable Methylated Genes in Colorectal Cancer Verified by Stool DNA Test", Genes, 12, 1539, 1-14, 2021/09, SCI
  • "Meis, Hi1α, and GATA1 are integrated into a hierarchical regulatory network to mediate primitive erythropoiesis", FASEB Journal, 2021, 35:e21915, 1-16, 2021/08, SCI
  • "Conformational Epitope Matching and Prediction Based on Protein Surface Spiral Features", BMC Genomics, 22, 116, 1-16, 2021/01, SCI
  • "Enhanced overrepresentation analysis for the differential regulation of Birc5- and HIF2α-knockdown approaches", Journal of Computational Biology, 28, 7, 674-686, 2021/01, SCI
  • "Comorbidity pattern analysis for predicting amyotrophic lateral sclerosis", Appl. Sci, 11, 1289, 1-17, 2021/01, SCI
  • "Integrated Hypoxia Signaling and Oxidative Stress in Developmental Neurotoxicity of Benzo[a]Pyrene in Zebrafish Embryos", Antioxidants, 9(8):731, 1-17, 2020/08, SCI
  • "Patient Oriented Readability Assessment for Heart Disease Healthcare Documents", International Journal of Data Warehousing and Mining, 16, 1, 63-72, 2020/01, SCI
  • "A voting mechanism-based linear epitope prediction system for the host-specific Iridoviridae family", BMC Bioinformatics, 20, 192, 49-58, 2019/05, SCI
  • "Automatic Generation of Puzzle Tile Maps for Spatial-temporal Data Visualization", Computers & Graphics, 82, 1, 1-12, 2019/05, SCI
  • "Prediction of chronic kidney disease stages by renal ultrasound imaging", Enterprise Information Systems, 2019, 1, 1-19, 2019/03, SCI
  • "Multiple model species selection for transcriptomics analysis of non-model organisms", BMC Bioinformatics, 19, 9, 137-150, 2018/08, SCI
  • "Functional Simple Sequence Repeat (SSR) Biomarkers for Specific Gene Groups of Oreochromis Niloticus", ACM Proceedings, 2018, ICBBS2018, 25-30, 2018/06, EI

研討會論文

  • "Enhancing Cyber Threat Intelligence with Named Entity Recognition using BERT-CRF", IEEE Global Communications Conference (IEEE GLOBECOM 2023), Kuala Lumpur, 2023/12/04
  • "Identification of Reliable Internal Control Genes for DNA Methylation Experiments", 2023 5th Eurasia Conference on IoT, Communication and Engineering (IEEE ECICE 2023), Yunlin, 2023/10/27
  • "PepTracR: a Centralized Database for Pathogen Peptides and Neoepitopes based on 3D Structures information and Similarity-search in T-cell Immunotherapy Research", The 12th International Conference on Bioinformatics and Biomedical Science (ICBBS 2023), Singapore, 2023/10/20
  • "Applying the Diamond Model of Intrusion Analysis with Generative Pre-trained Transformer 3", IEEE International Conference on Electronics- Taiwan (IEEE ICCE-TW 2023), Pingtung, 2023/07/17
  • "Using Machine Learning for Efficient Smishing Detection", IEEE International Conference on Electronics- Taiwan (IEEE ICCE-TW 2023), Pingtung, 2023/07/17
  • "Intelligent Behavior Recognition based on Gyroscope and Accelerometer", IEEE International Conference on Electronics- Taiwan (IEEE ICCE-TW 2023), Pingtung, 2023/07/17
  • "Using Cyber Threat Intelligence to Defend Healthcare Security Threats", International Conference on Medical and Health Informatics (ICMHI 2023), Kyoto, 2023/05/12
  • "Detection of Novel Gene Biomarkers in non-small cell lung cancer using integrated approaches in DNA methylation expression", 2022 11th International Conference on Bioinformatics and Biomedical Science (ICBBS 2022), Nanning, Guangxi, 2022/10/28
  • "Intelligent DNA methylation biomarker selection for colorectal cancer", IEEE SMC 2022 International Conference on Systems, Man, and Cybernetics, Prague, Czech, 2022/10/09
  • "Intelligent Medical Interactive Educational System for Cardiovascular Disease", The 35rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems(IEA/AIE 2022), Kitakyushu, 2022/07/19
  • "Attack Pattern Classification of Medical Institution based on Open Source Intelligence", The 6th International Conference on Medical and Health Informatics (ICMHI 2022), Kyoto, 2022/05/13
  • "MELEPS: Multiple Expert Linear Epitope Prediction System", 11th International Conference on Computational Advances in Bio and medical Sciences (ICCABS 2021), Connecticut, 2021/12/16
  • "Prediction of patients with heart failure after myocardial infarction", 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2020), Seoul, 2021/12/16
  • "多模態組合之中文語音線上情緒辨識", 2021全國計算機會議 (National Computer Symposium, NCS 2021), 台中, 2021/12/10
  • "專家線性抗原表位預測系統之設計與實現", 2021全國計算機會議 (National Computer Symposium, NCS 2021), 台中, 2021/12/10
  • "大腸直腸癌之DNA甲基化生物標記探索", 2021全國計算機會議 (National Computer Symposium, NCS 2021), 台中, 2021/12/10
  • "Using machine learning approach to predict short-term mortality risk of acute myocardial infarction after emergency admission", 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2021), Houston, 2021/12/09
  • "Computational bioimage processing for quantitative pathology", 第三十四屆電腦視覺圖學及影像處理研討會(CVGIP 2021), Taipei, 2021/08/22
  • "Data Augmentation based on Generative Adversarial Networks to Improve Stage Classification of Chronic Kidney Disease", 第三十四屆電腦視覺圖學及影像處理研討會(CVGIP 2021), Taipei, 2021/08/22
  • "Comorbidity Trajectory Network in Heart Failure Patients Based on Prefixspan Algorithm", The 5th International Conference on Medical and Health Informatics (ICMHI 2021), Kyoto, 2021/05/14
  • "Modeling and Analysis of Electrodermal Resistance for Health Status Monitoring", ITIA 2021 International Conference on Information Technology and Industrial Applications(ITIA 2021), Taipei, 2021/04/23
  • "Identification of fish species through tRNA-based primer design", The 19th Asia Pacific Bioinformatics Conference (APBC 2021), Tainan, 2021/02/03
  • "Enhanced Functional Pathway Annotations for Differentially Expressed Gene Clusters", 16th International Symposium on Bioinformatics Research and Applications (ISBRA 2020), Moscow, 2020/12/01
  • "心血管疾病之智慧醫療互動教育系統", 第三十屆臺灣網際網路研討會(TANET 2020), Taipei, 2020/10/28
  • "使用生成對抗模型進行腎臟超音波影像之分類", 第三十屆臺灣網際網路研討會(TANET 2020), Taipei, 2020/10/28
  • "穿戴式裝置用於心臟衰竭患者之醫療復健照護", 第三十屆臺灣網際網路研討會(TANET 2020), Taipei, 2020/10/28
  • "Computing a weighted Jaccard index of electronic medical record for disease prediction", 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems(IEA/AIE 2020), Kitakyushu, 2020/09/22
  • "醫療文件的可讀性與正向指數分析–以憂鬱症為例", 2020年數位生活科技研討會(Symposium on Digital Life Technologies, DLT 2020), 台灣屏東, 2020/05/15
  • "以機器學習預測心肌梗塞病患併發心臟衰竭之風險", 2020年數位生活科技研討會(Symposium on Digital Life Technologies, DLT 2020), 台灣屏東, 2020/05/15
  • "基於基因本體論之簡單重複序列間區域搜尋系統", NCS2019全國計算機會議, 金門, 2019/11/14
  • "以 tRNA基因作為引物辨識魚類粒線體中 COI 基因條碼", NCS2019全國計算機會議, 金門, 2019/11/14
  • "Conformational epitope matching and prediction based on protein surface spiral features", International Symposium on Bioinformatics Research and Application, Barcelona, 2019/06/02
  • "A voting mechanism-based linear epitope prediction system for the host-specific Iridoviridae family", The 12nd International Conference on Computational Systems Biology (ISB 2018), 貴陽, 2018/08/18
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