Research Center for Artificial Intelligence in Medicine, Taipei Medical University

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2020

Opinions regarding virtual reality among older people in Taiwan

Barsasella, D., Malwade, S., Chang, C. C., Liu, M. F., Srikanth, S., Panja, A. K., Jack Li, Y. C. & Syed-Abdul, S., 2020, ICT4AWE 2020 - Proceedings of the 6th International Conference on Information and Communication Technologies for Ageing Well and e-Health. Guldemond, N., Ziefle, M., Maciaszek, L. & Maciaszek, L. (eds.). SciTePress, p. 159-165 7 p. (ICT4AWE 2020 - Proceedings of the 6th International Conference on Information and Communication Technologies for Ageing Well and e-Health).

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

2019

Acceptability of Virtual Reality among Older People: Ordinal Logistic Regression Study from Taiwan

Barsasella, D., Chakkaravarthi, S. P., Chung, H. J., Hur, M., Abdul, S. S., Malwade, S., Chang, C. C., Liu, M. F. & Li, Y. C., Dec 19 2019, ICBRA 2019 - Proceedings of 2019 6th International Conference on Bioinformatics Research and Applications. Association for Computing Machinery, Inc, p. 145-151 7 p. 3383804. (ACM International Conference Proceeding Series).

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

Artificial Intelligence and Visual Analytics: A Deep-Learning Approach to Analyze Hotel Reviews & Responses

Ku, C-H., Chang, Y-C., Wang, Y., Chen, C-H. & Hsiao, S-H., Jan 8 2019, 52nd Hawaii International Conference on System Sciences .

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

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

2 Citations (Scopus)

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

Rhyming Knowledge-Aware Deep Neural Network for Chinese Poetry Generation

Yeh, W. C., Chang, Y. C., Li, Y. H. & Chang, W. C., Jul 2019, Proceedings of 2019 International Conference on Machine Learning and Cybernetics, ICMLC 2019. IEEE Computer Society, 8949208. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2019-July).

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

A Case of Behçet’s Disease with Pulmonary Artery Aneurysm and Deep Venous Thrombosis

Chiang, Y., Lai, H-Y. & Lan, G-Y., 2018, RSROC2018中華民國放射線醫學會.

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

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

1 Citation (Scopus)

A Microfluidic Approach for Studying Responses of Bronchial Smooth Muscle Cells Stretching

Sung, C. H., Chan, Y. F., Lee, K. Y., Wu, S. M. & Liu, C. H., Dec 3 2018, NEMS 2018 - 13th Annual IEEE International Conference on Nano/Micro Engineered and Molecular Systems. Institute of Electrical and Electronics Engineers Inc., p. 36-39 4 p. 8556978

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

6 Citations (Scopus)

Flipped learning with live-coding approach for programming concepts learning

Hung, H. C., Dec 6 2018, Proceedings - 2018 1st International Cognitive Cities Conference, IC3 2018. Institute of Electrical and Electronics Engineers Inc., p. 223-224 2 p. 8567209

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

Imaging-Pathology Correlation of Ground Glass Lesions in the Lungs

Lai, H-Y., Chiang, Y., Fan, F-C., Lin, H-C., Huang, C. J., Liang, Y. L., Hsu, C-P. & Lan, G-Y., 2018, RSROC2018 放射線醫學會年會.

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

Neural Decoding Forelimb Trajectory Using Evolutionary Neural Networks with Feedback-Error-Learning Schemes

Lin, Y. C., Chou, C., Yang, S. H., Lai, H. Y., Lo, Y. C. & Chen, Y. Y., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 2539-2542 4 p. 8512775

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

以西洋占星結合內在情緒推薦穿著搭配

劉一凡, 洪暉鈞, 魏春旺, 吳怡芳, 劉千嘉, 吳佳芸 & 林紹維, 2018, 2018第11屆商務科技與管理研討會論文集. 新北市: 致理科技大學商務科技管理系

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

2017

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

5 Citations (Scopus)

Hand gesture recognition for post-stroke rehabilitation using leap motion

Li, W. J., Hsieh, C. Y., Lin, L. F. & Chu, W. C., Jul 21 2017, Proceedings of the 2017 IEEE International Conference on Applied System Innovation: Applied System Innovation for Modern Technology, ICASI 2017. Meen, T-H., Lam, A. D. K-T. & Prior, S. D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 386-388 3 p. 7988433

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

25 Citations (Scopus)

Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory

Hsieh, Y. L., Chang, Y-C., Chang, N. W. & Hsu, W. L., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. Asian Federation of Natural Language Processing, p. 240-245

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

MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network

Hsieh, Y. L., Chang, Y-C., Huang, Y. J., Yeh, S. H., Chen, C-H. & Hsu, W. L., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. Asian Federation of Natural Language Processing, p. 80-85

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

The Locations of One-View Lesions on Mammograms

Lai, H-Y., Liu, H-Y. & Lan, G-Y., 2017, 放射線醫學會29屆會員大會暨66次學術研討會.

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

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

5 Citations (Scopus)

Natural Language Processing: From Text Mining to Social Media Analysis

Ku, J. & Chang, Y-C., Nov 13 2016, INFORMS Annual Meeting 2016. INFORMS Annual Meeting 2016

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

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

8 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

5 Citations (Scopus)
2015

A 65nm CMOS low power impulse radar for respiratory feature extraction

Tseng, S. T., Kao, Y. H., Peng, C. C., Liu, J. Y., Chu, S. C., Hong, G. F., Hsieh, C. H., Hsu, K. T., Liu, W-T., Huang, Y. H., Huang, S. Y. & Chu, T. S., Nov 25 2015, Proceedings of the 2015 IEEE Radio Frequency Integrated Circuits Symposium, RFIC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 251-254 4 p. 7337752

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

4 Citations (Scopus)

A microfluidic labchip for angiogenesis inhibitor studies via multi-gradients of cancer and fibroblast stimuli

Chin, C. H., Chiu, Y. L., Lee, K. Y. & Liu, C. H., Aug 5 2015, 2015 Transducers - 2015 18th International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2015. Institute of Electrical and Electronics Engineers Inc., p. 363-366 4 p. 7180936

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

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

Finite element simulations of brain responses to soccer-heading impacts

Chen, P. Y., Chou, L. S., Hu, C-J., Chen, H-H. & Chen, H. H., 2015, IFMBE Proceedings. Springer Verlag, Vol. 47. p. 118-119 2 p.

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

1 Citation (Scopus)

Lung cancer model on chip for drug testing

Chang, K. W., Punde, T. H., Pendharkar, G. P., Shih, P. C., Chan, Y. F., Lee, K. Y., Chen, M. Y. & Liu, C. H., Aug 5 2015, 2015 Transducers - 2015 18th International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2015. Institute of Electrical and Electronics Engineers Inc., p. 646-649 4 p. 7181006

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

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

204 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

Traumatic brain injury increases risk of early-onset Parkinson's disease: a nationwide population-based 5-year follow-up study

Tseng, I. J., 2015, 102 學年度師生聯合學術研究發表會.

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

Using radio frequency electrical stimulation to block external urethral sphincter contraction and improved voiding efficiency

Jen, E., Lin, Y. T., Peng, C-W., Kuo, T. S., Young, S. T., Lin, W. T. & Lin, C. W., 2015, IFMBE Proceedings. Springer Verlag, Vol. 47. p. 235-238 4 p.

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

2014

An integrated microfluidic chip for the study of metastasis and angiogenesis

Hsu, Y. Y., Chang, K. W., Chen, T. S., Lee, K. Y. & Liu, C. S., Sep 23 2014, 9th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, IEEE-NEMS 2014. Institute of Electrical and Electronics Engineers Inc., p. 426-429 4 p. 6908842

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

1 Citation (Scopus)

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

7 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

8 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

Turning analysis system: system development and application.

Lin, C-H., 2014, The Annual Meeting of Taiwan Academy of Physical and Rehabilitation Medicine..

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

A 48.6-to-105.2μW machine-learning assisted cardiac sensor SoC for mobile healthcare monitoring

Hsu, S. Y., Ho, Y., Chang, P. Y., Hsu, P. Y., Yu, C. Y., Tseng, Y., Yang, T. Z., Yang, T. F., Chen, R. J., Su, C. & Lee, C. Y., 2013, IEEE Symposium on VLSI Circuits, Digest of Technical Papers. 6578683

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

13 Citations (Scopus)