Graduate Institute of Biomedical Informatics

  • No. 250 Wu-Xing Street

    11031 Taipei

Research Output

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Conference contribution
2019

Development of deep learning algorithm for detection of colorectal cancer in EHR data

Wang, Y. H., Nguyen, P. A., Mohaimenul Islam, M., Li, Y. C. & Yang, H. C., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 438-441 4 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graft rejection prediction following kidney transplantation using machine learning techniques: A systematic review and meta-analysis

Nursetyo, A. A., Syed-Abdul, S., Uddin, M. & Li, Y. C., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 10-14 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improving Allergenic Protein Prediction Using Physicochemical Features on Non-Redundant Sequences

Signh, S., Chiu, J. R., Sun, K. L. & Su, E. C. Y., Jul 2019, Proceedings of 2019 International Conference on Machine Learning and Cybernetics, ICMLC 2019. IEEE Computer Society, 8949197. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prediction of clinical events in hemodialysis patients using an artificial neural network

Putra, F. R., Nursetyo, A. A., Thakur, S. S., Roy, R. B., Syed-Abdul, S., Malwade, S. & Lia, Y. C., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1570-1571 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Risk of acute myocardial infarction in patients with rheumatic arthritis: A national-wide population-based cohort study

Mohaimenul Islam, M., Poly, T. N., Yang, H. C. & Li, Y. C., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1494-1495 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Adverse Drug Reaction Post Classification with Imbalanced Classification Techniques

Wang, C. K., Dai, H. J., Wang, F. D. & Su, E. C. Y., Dec 24 2018, Proceedings - 2018 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2018. Institute of Electrical and Electronics Engineers Inc., p. 5-9 5 p. 8588467. (Proceedings - 2018 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An automated technique to construct a knowledge base of traditional Chinese herbal medicine for cancers: An exploratory study for breast cancer

Nguyen, P. A., Yang, H. C., Xu, R. & Li, Y. C., Jan 1 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. IOS Press, p. 661-665 5 p. (Studies in Health Technology and Informatics; vol. 247).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Applications of machine learning in fatty live disease prediction

Mohaimenul Islam, M., Wu, C. C., Poly, T. N., Yang, H. C. & Li, Y. C., Jan 1 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. IOS Press, p. 166-170 5 p. (Studies in Health Technology and Informatics; vol. 247).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Mining Medication Behavior of the Completion Leprosy's Multi-Drug Therapy in Indonesia

Rachmani, E., Lin, M. C., Hsu, C. Y., Fajar Shidik, G. & Noersasongko, E., Nov 27 2018, Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018. Institute of Electrical and Electronics Engineers Inc., p. 271-274 4 p. 8549825. (Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2017

Designing privacy information protection of electronic medical records

Tseng, T. W., Yang, C. Y. & Liu, C. T., Mar 17 2017, Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016. Institute of Electrical and Electronics Engineers Inc., p. 75-80 6 p. 7881315

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Development of day care management systems for elderly

Chiang, M. C., Yeh, Y. T. & Liu, C. T., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

E-health literacy and health information seeking behavior Among University Students in Bangladesh

Islam, M. M., Touray, M., Yang, H. C., Poly, T. N., Nguyen, P. A., Li, Y. C. & Abdul, S. S., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, p. 122-125 4 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2016

Developing a scalable, cross-facility-based therapeutic decision reminder engine

Yang, C. Y., Tsai, M. C., Chen, R. J., Lo, Y. S., Kang, L. Y. & Liu, C. T., 2016, WCECS 2016 - World Congress on Engineering and Computer Science 2016. Newswood Limited, Vol. 2225. p. 201-207 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Establishing a Cloud-Based Indigenous Elementary School E-Learning System Assimilating into Indigenous Culture for Health Science Education-South-Paiwan Tribe Experience

Lee, Y. L., Chen, A. C., Wang, K. L., Chen, C. M., Hsu, C. Y., Hwa, K., Rau, H. H., Chen, Y. C., Chiu, H. W. & Yao, C. J., Apr 19 2016, 2016 International Conference on Platform Technology and Service, PlatCon 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7456798

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health information technologies for geriatrics: The big picture

Crawford, V. & Syed-Abdul, S., 2016, Nursing Informatics 2016 - eHealth for All: Every Level Collaboration - From Project to Realization. IOS Press, Vol. 225. p. 721-723 3 p. (Studies in Health Technology and Informatics; vol. 225).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lessons learnt from a MOOC about social media for digital health literacy

Atique, S., Hosueh, M., Fernandez-Luque, L., Gabarron, E., Wan, M., Singh, O., Salcedo, V. T., Li, Y. C. J. & Shabbir, S. A., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 5636-5639 4 p. 7592005

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Organizational benefits of Computerized Physican Order Entry (CPOE) system in Pakistan

Atique, S., Hsu, C. Y. & Shabbir, S. A., 2016, Nursing Informatics 2016 - eHealth for All: Every Level Collaboration - From Project to Realization. IOS Press, Vol. 225. p. 903-904 2 p. (Studies in Health Technology and Informatics; vol. 225).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Organizational Benefits of Computerized Physician Order Entry (CPOE) System in Pakistan

Atique, S., Lee, Y. L., Shabbir, S. A., Hsu, C-Y. & Rau, H. H., Apr 19 2016, 2016 International Conference on Platform Technology and Service, PlatCon 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7456812

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Using time-frequency features to recognize abnormal heart sounds

Her, H. L. & Chiu, H. W., 2016, Computing in Cardiology Conference, CinC 2016. IEEE Computer Society, Vol. 43. p. 1145-1147 3 p. 7868950

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Utilizing different word representation methods for twitter data in adverse drug reactions extraction

Lin, W. S., Dai, H. J., Jonnagaddala, J., Chang, N. W., Jue, T. R., Iqbal, U., Shao, J. Y. H., Chiang, I. J. & Li, Y. C., Feb 12 2016, TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 260-265 6 p. 7407070

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2015

Applying Taiwan EMR exchange architecture to establish a mobile-healthcare management system for chronic disease in an aboriginal tribe

Rau, H. H., Lee, Y. L., Hsu, C-Y., Tsai, D. J., Chen, S. C., Wei, L. M. & Atique, S., 2015, Lecture Notes in Electrical Engineering. Springer Verlag, Vol. 329. p. 55-61 7 p. (Lecture Notes in Electrical Engineering; vol. 329).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Design and Implementation of a Privacy Aware Framework for Sharing Electronic Health Records

Yang, C. Y., Liu, C. T. & Tseng, T. W., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Institute of Electrical and Electronics Engineers Inc., p. 504-508 5 p. 7349754

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Differentiating disease subtypes by using pathway patterns constructed from gene expressions and protein networks

Hung, F. H. & Chiu, H. W., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 6519-6522 4 p. 7319886

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Implementing globally unique identifier architecture in date collection for a health management study in taiwan aboriginal tribe

Hung, J. F., Rau, H. H., Hsu, C-Y., Chen, S. C., Tsai, D. J., Fann, Y., Park, J. & Eng, J., 2015, Lecture Notes in Electrical Engineering. Springer Verlag, Vol. 329. p. 121-127 7 p. (Lecture Notes in Electrical Engineering; vol. 329).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers

Hripcsak, G., Duke, J. D., Shah, N. H., Reich, C. G., Huser, V., Schuemie, M. J., Suchard, M. A., Park, R. W., Wong, I. C. K., Rijnbeek, P. R., Van Der Lei, J., Pratt, N., Norén, G. N., Li, Y. C., Stang, P. E., Madigan, D. & Ryan, P. B., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 574-578 5 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

165 Citations (Scopus)

Potential activated pathways related to progress of bladder cancer explored by protein networks with gene expression changes

Hung, F. H. & Chiu, H. W., 2015, IFMBE Proceedings. Springer Verlag, Vol. 45. p. 605-608 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Roughness-controlled self-assembly of nanorod-coverd mannitol/LB Agar microparticles by polymorphic transformation for pulmonary drug delivery

Zhang, F., Ngoc, N., Tay, B. H., Lau, R. & Shao, Y. H., 2015, IEEE-NANO 2015 - 15th International Conference on Nanotechnology. Institute of Electrical and Electronics Engineers Inc., p. 1505-1508 4 p. 7388928

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Screening Mammography Efficacy: A Comparison between Screen-Film, Computed Radiography and Digital Mammography in Taiwan

Elbakkoush, A. A., Atique, S. & Chiang, I-J., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 914 1 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Text Document Clustering for Topic Discovery by Hypergraph Construction

Lin, W. S., Liu, C. H. & Chiang, I-J., 2015, The Ninth International Conference on Advances in Semantic Processing.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

A medical decision support system based on structured injection orders

Kang, L. Y., Lo, Y-S. & Liu, C-T., 2014, Advanced Materials Research. Trans Tech Publications Ltd, Vol. 998-999. p. 1527-1531 5 p. (Advanced Materials Research; vol. 998-999).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A visual analysis approach to cohort study of electronic patient records

Wang, C. F., Li, J., Ma, K. L., Huang, C. W. & Li, Y. C., Dec 29 2014, Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014. Institute of Electrical and Electronics Engineers Inc., p. 521-528 8 p. 6999214

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Investigating Physician's Perceptions about Patient Related Benefits of CPOE

Atique, S., Hsu, C. Y., Usman, I. & Zaman, S., 2014, e-Health - For Continuity of Care - Proceedings of MIE 2014. IOS Press, Vol. 205. p. 1222 1 p. (Studies in Health Technology and Informatics; vol. 205).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prediction of the prognosis of ischemic stroke patients after intravenous thrombolysis using artificial neural networks

Cheng, C. A., Lin, Y. C. & Chiu, H. W., 2014, Studies in Health Technology and Informatics. IOS Press, Vol. 202. p. 115-118 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Reduce Medication Errors by Applying a Probabilistic Model: A Pilot Study

Usman, I., Nguyen, P. A., Syed-Abdul, S., Huang, C. W., Li, Y. C. & Jian, W. S., 2014, Studies in Health Technology and Informatics. IOS Press, Vol. 205. p. 1260 1 p. (Studies in Health Technology and Informatics; vol. 205).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The progress of prostate cancer in pathway level explored by protein network with gene expression

Hung, F. H. & Chiu, H. W., 2014, Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2014. Acta Press, p. 16-23 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using Machine Learning to Predict the Smoking Cessation Success Plan in Taiwan

Huang, C. W., Usman, I. & Li, Y. C., 2014, Studies in Health Technology and Informatics. IOS Press, Vol. 205. p. 1189 1 p. (Studies in Health Technology and Informatics; vol. 205).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Developing IHE-based PHR cloud systems

Yang, C. Y. & Liu, C. T., 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 1022-1025 4 p. 6693461

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Gene Ontology Evidence Sentence Retrieval Using Combinatorial Applications of Semantic Class and Rule Patterns

Chen, J. M., Chang, Y-C., Wu, J. C. Y., Lai, P. T. & Dai, H-J., 2013, The Fourth BioCreAtIvE Challenge Evaluation Workshop.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health information system model for monitoring treatment and surveillance for leprosy patients in Indonesia (case study in Pekalongan district, Central Java, Indonesia)

Rachmani, E., Kurniadi, A. & Hsu, C. Y., 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. Vol. 192. p. 1096 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

How health information system could help the leprosy control program in Indonesia?

Rachmani, E., Hsu, C. Y. & Kurniadi, A., 2013, Proc. of 2013 3rd Int. Conf. on Instrumentation, Communications, Information Technol., and Biomedical Engineering: Science and Technol. for Improvement of Health, Safety, and Environ., ICICI-BME 2013. IEEE Computer Society, p. 16-20 5 p. 6698457

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identifying latent semantics in high-dimensional web data

Kumar, A., Maskara, S., Wong, J. M. & Chiang, I-J., 2013, CEUR Workshop Proceedings. CEUR-WS, Vol. 1114.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predicting post-treatment survivability of patients with breast cancer using Artificial Neural Network methods

Wang, T. N., Cheng, C. H. & Chiu, H. W., 2013, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 1290-1293 4 p. 6609744

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Pudendal neuromodulation with a closed-loop control strategy to improve bladder functions in the animal study

Peng, C-W., Lin, Y. T., Chen, S-C. & Kuo, T. S., 2013, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 3626-3629 4 p. 6610328

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2012

A hybrid item-based recommendation ranking algorithm based on user access patterns

Hu, S. C., Yang, C. Y. & Liu, C. T., 2012, Advances in Intelligent and Soft Computing. Vol. 163 AISC. p. 225-233 9 p. (Advances in Intelligent and Soft Computing; vol. 163 AISC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automatic recognition of basal cisterns on brain CT

Huang, K. C., Xiao, F., Wong, J. M., Chiang, I-J. & Liao, C. C., 2012, Advanced Materials Research. Vol. 403-408. p. 5121-5125 5 p. (Advanced Materials Research; vol. 403-408).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trend analysis and future development of Taiwan electronic medical records

Ke, W. C., Hsieh, Y. C., Chen, Y. C., Lin, E. T. & Chiu, H. W., 2012, Studies in Health Technology and Informatics. Vol. 180. p. 1230-1232 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2011

Application of FES for hemiplegia in extremity coordination training

Chou, C. H., Chen, S., Hwang, Y. S., Ho, C. S., Chen, C. C., Chen, S. C. & Chen, Y. L., 2011, 5th International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2011. 5780420

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A tool for analyzing difference of gene expression in a pathway

Hung, F. H. & Chiu, H. W., 2011, IFMBE Proceedings. Vol. 37. p. 129-132 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Early detection of vasovagal syncope in tilt-up test with hemodynamic and autonomic study

Cheng, C. A., Chu, H. & Chiu, H. W., 2011, Computing in Cardiology. Vol. 38. p. 529-532 4 p. 6164619

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

G-Asthma: A smart phone-based asthma management system for taiwanese

Chiu, H. W., Chen, I. J., Hsieh, Y. J. & Lee, T. C., 2011, IFMBE Proceedings. Vol. 37. p. 898-901 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)