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國立台東大學資訊工程學系
認識我們
戴鴻傑

 

現任:
國立台東大學資工系 助理教授
中央研究院 資訊工程研究所 訪問學人
 
經歷:
臺北醫學大學 醫學資訊研究所 助理教授
 
論文著述
 
A. 期刊論文
 
1. H.-J.Dai, P.-T.Lai, Y.-C.Chang, R.T.-H.Tsai (2015, Jan). Enhancing of Chemical Compound and Drug Name Recognition Using Representative Tag Scheme and Fine-grained Tokenization. Journal of Cheminformatics. (SCI).
2. H.-J. Dai, J.C.-Y. Wu, W.-S. Lin, A.J.Reyes, M.A. Dela Rosa, S.Syed-Abdul, R.T.-H. Tsai, W.-L. Hsu (2014, Aug). LiverCancerMarkerRIF: a liver cancer biomarker interactive curation system combining text mining and expert annotations. Database (Oxford). (SCI).
2. D.C. Comeau, R.T. Batista-Navarro, H.-J. Dai, R.I. Dogan, A.J. Yepes, R. Khare, Z. Lu, H. Marques, C.-J. Mattingly, M. Neves, Y. Peng, R. Rak, F. Rinaldi, R.T.-H. Tsai, K. Verspoor, T.C. Wiegers, C. H. Wu, W.J. Wilbur (2014, Jun). BioC interoperability track overview. Database (Oxford). (SCI).
3. H.-J.Dai, R.T.-H. Tsai, W.-L. Hsu (2014, Mar). Joint Learning of Entity Linking Constraints Using a Markov-Logic Network. Computational Linguistics and Chinese Language Processing, 19(1), 11-32.
4. E.Rachmani,H.-J.Dai,C.-Y.Hsu (2014). Internet Use Behavior of Leprosy Control Program Staff at Indonesia's Public Health Center, How Are Their EHealth Literacy?. Indian Journal of Medical Informatics
5. H.-J. Dai, J.C.-Y. Wu, R.T.-H. Tsai (2013, Nov). Collective Instance-level Gene Normalization on the IGN corpus. PLOS One. (SCI).
6. Y.-C. Chang, H.-J. Dai, J.C.-Y. Wu, J.-M. Chen, R.T.-H. Tsai, W.-L. Hsu (2013, Sep). TEMPTING system: A hybrid method of rule and machine learning for temporal relation extraction in patient discharge summaries. Journal of Biomedical Informatics, 46, S54-S62. (SCI).
7. H.-J. Dai, C.-Y. Wu, R. T.-H. Tsai, W.-H. Pan, W.-L. Hsu (2013, Feb). T-HOD: A Literature-based Candidate Gene Database for Hypertension, Obesity, and Diabetes. Database (Oxford). (SCI).
8. H.-J. Dai, C.-Y. Chen, C.-Y. Wu, P.-T. Lai, R. T.-H. Tsai, W.-L. Hsu (2012, May). Coreference resolution of medical concepts in discharge summaries by exploiting contextual information. J Am Med Inform Assoc, 19, 888-896. (SCI).
9. Y.-C. Fang, P.-T. Lai, H.-J. Dai, W.-L. Hsu (2011, Dec). MeInfoText 2.0: gene methylation and cancer relation extraction from biomedical literature. BMC Bioinformatics, 12, 471. (SCI).
10. H.-J. Dai, Y.-C. Chang, R. T.-H. Tsai, W.-L. Hsu (2011, Apr). Integration of gene normalization stages and co-reference resolution using a Markov logic network. Bioinformatics, 27(18), 2586-2594. (SCI).
11. H.-J. Dai, P.-T. Lai, R. T.-H. Tsai (2010, May). Multi-stage gene normalization and SVM-based ranking for protein interactor extraction in full-text articles. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 7(3), 412-420. (SCI).
12. H.-J. Dai, Y.-C. Chang, R. T.-H. Tsai, W.-L. Hsu (2010, Jan). New challenges for biological text-mining in the next decade. Journal of Computer Science and Technology, 25(1), 169-179. (SCI).
13. R. T. K. Lin, H.-J. Dai, Y.-Y. Bow, J. L.-T. Chiu, R. T.-H. Tsai (2009, Dec). Using conditional random fields for result identification in biomedical abstracts. Integrated Computer-Aided Engineering, 16, 339-352. (SCI).
14. R. T.-H. Tsai, P.-T. Lai, H.-J. Dai, C.-H. Huang, Y.-Y. Bow, Y.-C. Chang, W.-H. Pan, W.-L. Hsu (2009, Dec). HypertenGene: Extracting key hypertension genes from biomedical literature with position and automatically-generated template features. BMC Bioinformatics, 10(Suppl 15),S9. (SCI).
15. R. T.-H. Tsai, H.-J. Dai, P.-T. Lai, C.-H. Huang (2009, Nov). PubMed-EX: A web browser extension to enhance PubMed search with text mining features. Bioinformatics, 25, 3031-3032. (SCI).
16. R. T. K. Lin, J. L.-T. Chiu, H.-J. Dai, R. T.-H. Tsai, M.-Y. Day, W.-L. Hsu (2009, Aug). A supervised learning approach to biological question answering. Integrated Computer-Aided Engineering, 16, 271-281. (SCI).
 
B. 專書
 
1. H.-J.Dai,C.-Y.Wu,R.T.-H.Tsai,W.-L.Hsu. Biological Data Mining and Its Applications in Healthcare (1) (ISBN: 978-981-4551-00-7). World Scientific Publishing Company. Nov, 2013.
2. J.Jonnagaddala, H.-J. Dai, P.Ray, S.-T.Liaw. Chapter-Mining Electronic Health Records for Building Decision Support Systems. IGI Global. 
 
C. 研討會論文
 
1. C.-W.Chen,N.-W.Chang,Y.-C.Chang,H.-J.Dai (2014, Nov). Section Heading Recognition in Electronic Health Records Using Conditional Random Fields. Proceedings of 2014 Workshop on Text Mining for Translational Informatics, Taipei, Taiwan.
2. E. Rachmani, H.-J. Dai, C.-Y. Hsu (2014, Nov). Internet Use Behavior of Leprosy Control Program Staff At Indonesia's Public Health Center, How Are Their E-Health Literacy?. Proceeding of the 8th conference of Asia Pacific association for medical informatics (APAMI 2014), New Delhi, India.
3. J.Jonnagaddala,M.Kumar,N.-W.Chang,H.-J.Dai (2014, Nov). Coronary Heart Disease Risk Assessment from Unstructured Clinical Notes Using Framingham Risk Score. Proceedings of 2014 i2b2/UTHealth Shared-Tasks and Workshop on Challenges in Natural Language Processing for Clinical Data, Washington DC, USA
4. J.Jonnagaddala,S.-T.Liaw,P.Ray,M.Kumar,H.-J.Dai (2014, Nov). HTNSystem: Hypertension Information Extraction System for Unstructured Clinical Notes. Proceedings of 2014 Workshop on Text Mining for Translational Informatics, Taipei, Taiwan.
5. M.Touraya,S.Atiquea,H.-J.Dai,C.-Y.Hsu (2014, Nov). Ebola Preparedness with the Use of Mobile SMS Technology in Gambia. Proceedings of the Joint Conference on Medical Informatics in Taiwan 2013, Taipei, Taiwan.
6. N.-W.Chang,H.-J.Dai,C.-W.Chen,J.Jonnagaddala,C.-Y.Chien,M.Kumar,R.T.-H.Tsai,W.-L.Hsu (2014, Nov). TMUNSW System for Risk Factor Recognition and Progression Tracking. Proceedings of 2014 i2b2/UTHealth Shared-Tasks and Workshop on Challenges in Natural Language Processing for Clinical Data,Washington DC, USA.
7. J. Jonnagaddala, M. Kumar, H.-J. Dai, E. Rachmani, C.-Y. Hsu (2014, Aug). TMUNSW: Disorder Concept Recognition and Normalization in Clinical Notes for SemEval-2014 Task 7. Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), Dublin, Ireland.
8. C.-Y.Shu,P.-T.Lai,J.C.-Y.Wu,H.-J.Dai,R.T.-H.Tsai (2013, Oct). A Chemical Compound and Drug Named Recognizer for BioCreative IV. BioCreative, Washington DC, USA.
9. H.-J.Dai, J.C.-Y.Wu, W.-S.Lin, R.T.-H.Tsai, W.-L.Hsu (2013, Oct). MarkerRIF: An Interactive Curation System for Biomarker. BioCreative, Washington DC, USA.
10. J.-M.Chen,Y.-C.Chen,J.C.-Y.Wu,P.-T.Lai,H.-J.Dai (2013, Oct). Gene Ontology Evidence Sentence Retrieval Using Combinatorial Applications of Semantic Class and Rule Patterns. BioCreative, Washington DC, USA.
11. P.-T.Lai,H.-J.Dai,J.C.-Y.Wu,R.T.-H.Tsai (2013, Oct). A Biomedical Semantic Role Labeling BioC Module for BioCreative IV. BioCreative, Washington DC, USA.
12. P.-T.Lai,K.-C.Chung,J.C.-Y.Wu,H.-J.Dai,R.T.-H.Tsai (2013, Oct). Multi-stage Gene Mention Identification Method for BioCreative IV Track 3. BioCreative, Washington DC, USA.
13. J. C.-Y. Wu, H.-J. Dai, R. T.-H. Tsai, W.-H. Pan, W.-L. Hsu (2012, Dec). T-HOD: A Gene Candidate Database for Cardiovascular Diseases. Proceedings of the 23th International Conference on Genome Informatics (GIW), Tainan, Taiwan.
14. J.-M. Chen, C.-Y. Wu, H.-J. Dai, R. T.-H. Tsai, W.-L. Hsu (2012, Oct). Gastric Cancer Biomarker Named Entity Recognition System. Proceedings of the Symposium of Bioinformatics & Systems Biology in Taiwan (BIT 2012), Taipei, Taiwan.
15. H.-J. Dai, C.-Y. Wu, R. T.-H. Tsai, W.-L. Hsu (2012, Jun). From Entity Recognition to Entity Linking: A Survey of Advanced Entity Linking Techniques. Proceedings of the 26th Annual Conference of the Japanese Society for Artificial Intelligence, Yamaguchi, Japan.
16. H.-J. Dai, R. T.-H. Tsai, W.-L. Hsu (2011, Nov). Entity Disambiguation Using a Markov-Logic Network. Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP), Chiang Mai, Thailand.
17. H.-J. Dai, W.-C. Tsai, R. T.-H. Tsai, W.-L. Hsu (2011, Jul). Enhancing Search Results with Semantic Annotation Using Augmented Browsing. Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI11), Barcelona, Spain.
18. P.-T. Lai, H.-J. Dai, C.-H. Huang, R. T.-H. Tsai (2010, Nov). IISR Gene Normalization System for BioCreAtIvE III. Proceedings of BioCreAtIvE III Challenge Evaluation Workshop, Madrid, Spain.
19. H.-J. Dai, P.-T. Lai, R. T.-H. Tsai, W.-L. Hsu (2010, Aug). Global Ranking via Data Fusion . Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, China.
20. H.-J. Dai, P.-T. Lai, C.-H. Huang, Y.-C. Chang, Y.-Y. Bow, H.-T. Wu, R. T.-H. Tsai, W.-L. Hsu (2009, Oct). IASL-IISR Interactor Normalization System: Using a Multi-stage Gene Normalization Algorithm and SVM-based ranking. Proceedings of BioCreAtIvE II.5 Challenge Evaluation Workshop, Madrid,
Spain.
21. P.-T. Lai, Y.-Y. Bow, C.-H. Huang, H.-J. Dai, R. T.-H. Tsai, W.-L. Hsu (2009, Aug). Using Contextual Information to Clarify Gene Normalization Ambiguity. The IEEE International Conference on Information Reuse and Integration (IEEE IRI 2009), Las Vegas, USA.

 
姓名 戴鴻傑
現職 助理教授
學歷 博士
專長 跨領域自然語言處理、資料庫與資料探勘、Web技術與資訊系統、軟體工程、生物資訊與醫療資訊
聯絡電話 517609
email hjdai@nttu.edu.tw

 

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