​Professional Master Program in Artificial Intelligence in Medicine

Research output

Research output per year 1987 2018 2019 2020 2021 2022 2023 2024 2025

• 16186 Citations
• 55 h-index
• 878 Article
• 61 Patent
• 53 Review article
• 44 Conference contribution
• 106 More
  • 32 Editorial
  • 19 Comment/debate
  • 19 Letter
  • 10 Chapter
  • 5 Paper
  • 4 Chapter (peer-reviewed)
  • 4 Erratum
  • 3 Abstract
  • 2 Book
  • 2 Conference article
  • 2 Master's Thesis
  • 1 Other
  • 1 Poster
  • 1 Meeting Abstract
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2025

  Deep Learning-Based Early Detection of Diabetic Foot Wounds Using Resnet101 and TCPO2 Standards

  Chu, Y. C., Tsai, M. F. & Chiu, H. W., 2025, International Conference on Biomedical and Health Informatics 2024 - Proceedings of ICBHI 2024. Lin, K.-P., Magjarević, R. & de Carvalho, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 57-62 6 p. (IFMBE Proceedings; vol. 118 IFMBE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Early Detection 100%
  • Deep Learning Method 100%
  • Wound 100%
  • Electronic Medical Record 50%
  • Recurrent 50%
• 2024

  A Preliminary Study on Constructing Mandarin Personalized Speech Recognition Systems for the Speech Impaired

  Su, J. J., Chiang, C. Y., Chang, Y. S., Lin, C. Y., Kang, J. H. & Day, M. Y., 2024, 2024 14th International Symposium on Chinese Spoken Language Processing, ISCSLP 2024. Qian, Y., Jin, Q., Ou, Z., Ling, Z., Wu, Z., Li, Y., Xie, L. & Tao, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 21-25 5 p. (2024 14th International Symposium on Chinese Spoken Language Processing, ISCSLP 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Speech Recognition System 100%
  • Pre-Trained Model 100%
  • Average Character 100%
  • Speech Recognition 100%
  • Open Set 50%

• Artificial Intelligence Approach for Severe Dengue Early Warning System

  Anggraini Ningrum, D. N., Li, Y. C. J., Hsu, C. Y., Solihuddin Muhtar, M. & Pandu Suhito, H., Jan 25 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 881-885 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Severe Dengue 100%
  • Dengue 100%
  • Mean-Squared-Error 50%
  • Regressors 25%
  • Classifier Model 25%
  4 Citations (Scopus)

• Assessing the Mental Health Impact of COVID-19 on the US Population: A Large-Scale Survey Analysis Using SMOTE

  Rayguru, C. & Su, E. C. Y., May 2024, ICMHI 2024 - 2024 8th International Conference on Medical and Health Informatics. Association for Computing Machinery, p. 298-303 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mental Health 100%
  • Survey Analysis 100%
  • Economic Background 50%
  • Chronic Disorder 40%
  • High Risk Population 20%

• Enhancing Protein Sequence Classification with a Fuzzy Neural Network: A Study in Anticancer Peptide Identification

  Khanh Le, N. Q., Nguyen, V. N., Nguyen, T. T., Tran, T. X. & Ho, T. T., 2024, 2024 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2024. Institute of Electrical and Electronics Engineers Inc., (2024 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Peptide Sequence 100%
  • Anticancer 100%
  • Fuzzy Neural Networks 100%
  • Bioinformatics 66%
  • Fuzzy System 33%

• Facial Mimicry and Doctor-Patient Satisfaction: The Feasibility of Artificial Empathy in a Clinical Video Data

  Rahmanti, A. R., Huang, C. W., Muhtar, M. S., Yang, H. C. & Li, Y. C. J., Jan 25 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 1116-1120 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Facial Expression 100%
  • Patient Emotion 100%
  • Nonverbal Communication 100%
  • Physician 100%
  • Patient Satisfaction 100%
  1 Citation (Scopus)

• M2NET: Two-Stage Multi-Label Breast Cancer Detection Networks

  Kha, H. Q., Nguyen, D. T., Lam, T. B., Nguyen, T. H., Tran, C. T., Vu, M. D., Ho-Pham, L. T., Pham, L. & Le, N. Q. K., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Breast Cancer 100%
  • Breast Imaging - Reporting And Data System 100%
  • Cancer Diagnosis 100%
  • Nomenclature 100%
  • Cancer Screening 100%
  1 Citation (Scopus)

• RF-Lung-DR: Integrating Biological and Drug SMILES Features in a Random Forest-Based Drug Response Predictor for Lung Cancer Cell Lines

  Tran, T. O., Kha, Q. H. & Le, N. Q. K., 2024, Trustworthy Artificial Intelligence for Healthcare - 2nd International Workshop, TAI4H 2024, Proceedings. Chen, H., Zhou, Y., Xu, D. & Vardhanabhuti, V. V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 157-167 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14812 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cancer Cell Line 100%
  • Drug Response 100%
  • Malignant Neoplasm 100%
  • Biological Marker 66%
  • Lung Cancer 66%

• SISU: A Holistic Self-training Framework on Semi-supervised White Blood Cell Segmentation

  Kha, H. Q., Le, M. H. N., Nguyen, L. H. P., Tran, M. N. T., Nguyen, L. M., Thong, H. Q. & Le, N. Q. K., 2024, Trustworthy Artificial Intelligence for Healthcare - 2nd International Workshop, TAI4H 2024, Proceedings. Chen, H., Zhou, Y., Xu, D. & Vardhanabhuti, V. V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 134-144 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14812 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cell Segmentation 100%
  • Semisupervised Learning 100%
  • Regularization 50%

• Speech Emotion Recognition Applied to Real-World Medical Consultation

  Huang, C. T., Huang, C. W., Yang, H. C. & Li, Y. C. J., Jan 25 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 1121-1125 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Medical Consultation 100%
  • Nonverbal Communication 100%
  • Emotion Corpus 50%
  • Validated Accuracy 50%
  • speech corpus 50%
• 2023

  An MRI-based radiomics signatures for overall survival prediction of glioma patients

  Le, V. H., Minh, T. N. T., Kha, Q. H. & Le, N. Q. K., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, 1246520. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Magnetic Resonance Imaging 100%
  • Low-Grade Glioma 100%

• A Sequence-Based Prediction Model of Vesicular Transport Proteins Using Ensemble Deep Learning

  Le, N. Q. K. & Kha, Q. H., Sept 3 2023, ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, 106. (ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Learning 100%
  • Prediction Model 100%
  • Scoring Matrix 100%
  • Amino Acid Composition 100%
  • Vesicular Transport Protein 100%

• Developing a Deep Learning Model Using Transfer Learning from EfficientNet-b3 to Detect Knee Fracture on X-ray Images

  Huang, S. T., Liu, L. R., Tsai, M. F., Huang, M. Y. & Chiu, H. W., May 12 2023, ICMHI 2023 - 2023 the 7th International Conference on Medical and Health Informatics. Association for Computing Machinery (ACM), p. 293-296 4 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer of Learning 100%
  • Knee Fracture 100%
  • X Ray 100%
  • Knee 100%
  • Deep Learning 100%

• Enhanced Prediction of mRNA Subcellular Localization Using a Novel Ensemble Learning and Hybrid Approach

  Nguyen, T. T., Nguyen, V. N., Tran, T. X. & Le, N. Q. K., 2023, Advances in Information and Communication Technology - Proceedings of the 2nd International Conference ICTA 2023. Nghia, P. T., Thai, V. D., Thuy, N. T., Son, L. H. & Huynh, V.-N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 60-68 9 p. (Lecture Notes in Networks and Systems; vol. 847 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hybrid Approach 100%
  • Learning Approach 100%
  • Ensemble Learning 100%
  • Gene Expression 100%
  • Mitochondrion 100%
  1 Citation (Scopus)

• Incorporating Natural Language-Based and Sequence-Based Features to Predict Protein Sumoylation Sites

  Tran, T. X., Nguyen, V. N. & Le, N. Q. K., 2023, The 12th Conference on Information Technology and Its Applications - Proceedings of the International Conference CITA 2023. Nguyen, N. T., Le-Minh, H., Huynh, C.-P. & Nguyen, Q.-V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 74-88 15 p. (Lecture Notes in Networks and Systems; vol. 734 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sumoylation 100%
  • Posttranslational Modification 40%
  • DNA Repair 40%
  • Cell Cycle Regulation 40%
  • Acetylation 20%
  2 Citations (Scopus)

• Prescribing Decision Support System for Patient Safety and to Prevent Fraud and Overspending in Indonesian National Health Insurance

  Nugroho, D. C. A., Chrisantyo, L., Adisaputro, K., Septarda, A., Naibaho, Y. P. & Su, E. C. Y., May 12 2023, ICMHI 2023 - 2023 the 7th International Conference on Medical and Health Informatics. Association for Computing Machinery, p. 235-238 4 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Symptom 100%
• 2022

  Applying FHIR in Remote Consultation in Dermatology: Interoperability of Information for Digital Dermatoscope

  Peng, T. F. & Chiu, H. W., May 2022, ICMHI 2022 - 2022 6th International Conference on Medical and Health Informatics. Association for Computing Machinery (ACM), p. 28-31 4 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Health Care 100%
  • Consultation 100%
  • Dermatology 100%
  • Telemedicine 33%
  • Disease 16%

• Clinical Usefulness of Drug-Disease Interaction Alerts from a Clinical Decision Support System, MedGuard, for Patient Safety: A Single Center Study

  Poly, T. N., Islam, M. M. & Li, Y. C. J., Jun 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 326-329 4 p. (Studies in Health Technology and Informatics; vol. 290).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Drug Induced Disease 100%
  • Disease 100%
  4 Citations (Scopus)

• Correlation between Heart Rate Variability and Sleep Stage in OSA patient

  Liou, J. C., Chen, C. Y., Liu, W. T. & Lin, S. Y., 2022, Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022. Institute of Electrical and Electronics Engineers Inc., p. 599-600 2 p. (Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sleep Stage 100%
  • Heart Rate Variability 100%
  • Sleep Disordered Breathing 100%
  • Sleep Disorder 100%
  • Obstructive Sleep Apnea 50%

• Early Diabetes Prediction: A Comparative Study Using Machine Learning Techniques

  Poly, T. N., Islam, M. M. & Li, Y. C. J., 2022, Advances in Informatics, Management and Technology in Healthcare. Mantas, J., Gallos, P., Zoulias, E., Hasman, A., Househ, M. S., Diomidous, M., Liaskos, J. & Charalampidou, M. (eds.). IOS Press BV, p. 409-413 5 p. (Studies in Health Technology and Informatics; vol. 295).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Electronic Health Record 100%
  • Machine Learning Algorithm 100%
  • Random Forest 100%
  • Machine Learning Technique 100%
  • Random Decision Forest 100%
  5 Citations (Scopus)

• Prediction of Protein-Protein Interactions through Deep Learning Based on Sequence Feature Extraction and Interaction Network

  Le, N. Q. K. & Kha, Q. H., 2022, BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 539-543 5 p. (BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning System 100%
  • Neural Network 100%
  • Deep Learning 100%
  • Deep Neural Network 100%
  • Protein-Protein Interaction 100%
  2 Citations (Scopus)

• Using Artificial Intelligence for the Early Detection of Micro-Progression of Pressure Injuries in Hospitalized Patients: A Preliminary Nursing Perspective Evaluation

  Wu, S. C., Li, Y. C. J., Chen, H. L., Ku, M. L., Yu, Y. C., Nguyen, P. A. & Huang, C. W., Jun 6 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 1016-1017 2 p. (Studies in Health Technology and Informatics; vol. 290).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Artificial Intelligence 100%
  • Pressure Injury 100%
  • Image Subtraction 100%
  2 Citations (Scopus)

• Using Multi-task Deep Neural Network to Explore Person Interaction from Social Media

  Chang, Y. C., Chen, T. Y., Lin, T. Y. & Hsieh, Y. L., 2022, Proceedings - 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2022. Zhao, J., Fan, Y., Bagheri, E., Fuhr, N. & Takasu, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 371-376 6 p. (Proceedings - 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Media 100%
  • Deep Neural Network 100%
  • Syntactics 50%
  • Background Knowledge 50%
  • Convolution Kernel 50%

• 正體中文斷詞系統應用於大型語料庫之多方評估研究

  Translated title of the contribution: Multifaceted Assessments of Traditional Chinese Word Segmentation Tool on Large CorporaYeh, W. C., Hsieh, Y. L., Chang, Y. C. & Hsu, W. L., 2022, ROCLING 2022 - Proceedings of the 34th Conference on Computational Linguistics and Speech Processing. Chang, Y.-C., Huang, Y.-C., Wu, J.-L., Su, M.-H., Huang, H.-H., Liu, Y.-F., Lee, L.-H., Chou, C.-H. & Liao, Y.-F. (eds.). The Association for Computational Linguistics and Chinese Language Processing (ACLCLP), p. 193-199 7 p. (ROCLING 2022 - Proceedings of the 34th Conference on Computational Linguistics and Speech Processing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Named Entity Recognition 100%
  • Parts Of Speech Tagging 100%
  • Massive Datasets 50%
  • Experimental Result 50%
  • Processing Time 50%
  1 Citation (Scopus)
• 2021

  A Microfluidic Device Platform Reconstructing Lung Pattern for Cancer Immunotherapy Applications

  Chen, Y. C., Liao, H. J., Chich, J. A., Lai, P. T., Liang, Y. Y., Lee, K. Y., Sun, W. L., Ho, S. C., Wang, Y. S., Huang, W. C., Chang, W. C., Wei, S. Y. & Liu, C. H., Jun 2021, 21st International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2021. Institute of Electrical and Electronics Engineers Inc., p. 479-482 4 p. (21st International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Malignant Neoplasm 100%
  • Immunotherapy 100%
  • Microfluidic Device 100%
  • Hydrogel 100%
  • Tumor 100%

• Lung Cancer on Chip for Testing Immunotherapy

  Liao, H. J., Chieh, J. A., Chen, Y. C., Lee, K. Y., Chan, Y. F., Ho, S. C., Sun, W. L., Wang, Y. S., Huang, W. C., Chang, W. C. & Liu, C. H., Jun 2021, 21st International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2021. Institute of Electrical and Electronics Engineers Inc., p. 1032-1035 4 p. (21st International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Immunotherapy 100%
  • Lung Cancer 100%
  • T-Cells 100%
  • T Cell 75%
  • Malignant Neoplasm 75%
  3 Citations (Scopus)

• Prediction of anterior cruciate ligament injury from MRI using deep learning

  Truong, N. K. H., Nguyen, T. P., Kha, Q. H., Le, N. H., Le, V. T., Cao, T., Luu, H. T. L., Le, N. Q. K. & Kang, J. H., 2021, International Forum on Medical Imaging in Asia 2021. Chang, R.-F. (ed.). SPIE, 117920F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11792).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Magnetic Resonance Imaging 100%
  • Anterior Cruciate Ligament Injury 100%
  • Injury 40%
  • Knee Injury 40%
  • Disease 20%
• 2020

  Discriminative features fusion with bert for social sentiment analysis

  Nguyen, D. D. L., Huang, Y. C. & Chang, Y. C., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 30-35 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Discriminative Feature 100%
  • Sentiment Analysis 100%
  • Feature Fusion 100%
  • Intention 100%
  • Experimental Result 33%
  2 Citations (Scopus)

• Kider: Knowledge-infused document embedding representation for text categorization

  Chen, Y. T., Lin, Z. W., Chang, Y. C. & Hsu, W. L., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 18-29 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Text Categorization 100%
  • Documents Embedding 100%
  • Interpretability 66%
  • Natural Language Processing 66%
  • Deep Learning 33%
• 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 proceeding › Conference contribution

  • Logistic Regression Analysis 100%
  • Virtual Reality 100%
  • Pilot Study 25%
  4 Citations (Scopus)

• 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, Proceedings of the 52nd Annual Hawaii International Conference on System Sciences, HICSS 2019. IEEE Computer Society, p. 5238-5277 (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2019-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Learning 100%
  • Visual Analytics 100%
  • Learning Approach 100%
  • Artificial Intelligence 100%
  • Learning Method 100%
  17 Citations (Scopus)

• 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, Vol. 264. p. 438-441 4 p. (Studies in Health Technology and Informatics; vol. 264).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neural Network 100%
  • Convolution 100%
  • Deep Learning 100%
  • Learning Algorithm 100%
  • Colorectal 100%
  33 Citations (Scopus)

• 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 proceeding › Conference contribution

  • Meta-Analysis 100%
  • Systematic Review 100%
  • Kidney Transplantation 100%
  • Graft Rejection 100%
  • Kidney Graft 50%
  10 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 proceeding › Conference contribution

  • Vaccine Efficacy 100%
  • Allergen 100%
  • Computer Model 100%
  • Autoimmune Disease 50%
  • Immunotherapy 50%

• 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 proceeding › Conference contribution

  • Poem 100%
  • Chinese poetry 100%
  • Deep Neural Network 100%
  • Neural Network 100%
  • Experimental Result 50%
  9 Citations (Scopus)

• 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 proceeding › Conference contribution

  • Rheumatoid Arthritis 100%
  • Acute Heart Infarction 100%
  • Cohort Study 100%
  • Inflammatory Arthritis 100%
  • ICD-9 50%
• 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 proceeding › Conference contribution

  • Social Media 100%
  • Classification Technique 100%
  • Social Medium Data 33%
  • Imbalanced Data 33%
  7 Citations (Scopus)

• 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., 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. Ugon, A., Karlsson, D., Klein, G. O. & Moen, A. (eds.). IOS Press BV, Vol. 247. p. 661-665 5 p. (Studies in health technology and informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Breast Cancer 100%
  • Malignant Neoplasm 100%
  • Base 100%
  • Herbal Medicines 100%
  • Herbs 100%
  2 Citations (Scopus)

• An Ensemble Neural Network Model for Benefiting Pregnancy Health Stats from Mining Social Media

  Warikoo, N., Chang, Y. C., Dai, H. J. & Hsu, W. L., Jan 1 2018, Information Retrieval Technology - 14th Asia Information Retrieval Societies Conference, AIRS 2018, Proceedings. Ku, L.-W., Yeh, J.-F., Yu, L.-C., Tseng, Y.-H., Chen, Z.-H., Sakai, T., Jiang, J., Lee, L.-H. & Park, D. H. (eds.). Springer Verlag, p. 3-15 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11292 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Media 100%
  • Neural Network Model 100%
  • Neural Network 100%
  • Network Model 100%
  • Mental Health 66%
  5 Citations (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., 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. Ugon, A., Karlsson, D., Klein, G. O. & Moen, A. (eds.). IOS Press BV, p. 166-170 5 p. (Studies in Health Technology and Informatics; vol. 247).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fatty Liver 100%
  • Disease 100%
  • Logistic Regression Model 100%
  • Decision Making 100%
  • Support Vector Machine 100%
  44 Citations (Scopus)

• A public opinion keyword vector for social sentiment analysis research

  Chang, Y. C., Lee, F. Y. & Chen, C. H., Jun 8 2018, Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. Institute of Electrical and Electronics Engineers Inc., p. 752-757 6 p. (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Media 100%
  • Sentiment Analysis 100%
  • Experimental Result 25%
  • Text Mining 25%
  • Mining Technique 25%
  5 Citations (Scopus)

• Hierarchical network for facial palsy detection

  Hsu, G. S. J., Huang, W. F. & Kang, J. H., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, p. 693-699 7 p. 8575249. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2018-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Network Component 100%
  • Deep Learning 20%
  • Facial Expression 20%
  • Processing Speed 20%
  • 3D Face Alignment 20%
  26 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 proceeding › Conference contribution

  • Drug Therapy 100%
  • Polypharmacy 100%
  • Disease 28%
  • Infection 14%
  • Primary Health Care 14%
  9 Citations (Scopus)
• 2006

  Applying an artificial neural network to predict osteoporosis in the elderly

  Chiu, J. S., Li, Y. C., Yu, F. C. & Wang, Y. F., 2006, Ubiquity: Technologies for Better Health in Aging Societies - Proceedings of MIE 2006. IOS Press, p. 609-614 6 p. (Studies in Health Technology and Informatics; vol. 124).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Coffee Consumption 100%
  • Multilayer 100%
  • Artificial Neural Network 100%
  • Outcome Variable 22%
  • Elderly Population 11%
  36 Citations (Scopus)