International Master/Ph.D. Program in Medicine

Research output

Research output per year 1987 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 39932 Citations
• 77 h-index
• 1757 Article
• 116 Review article
• 68 Comment/debate
• 31 Paper
• 96 More
  • 24 Conference contribution
  • 18 Letter
  • 14 Poster
  • 13 Editorial
  • 11 Chapter
  • 5 Erratum
  • 4 Abstract
  • 3 Book
  • 1 Other
  • 1 Meeting Abstract
  • 1 Patent
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 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%

• DEMENTIA ASSESSMENT USING MANDARIN SPEECH WITH AN ATTENTION-BASED SPEECH RECOGNITION ENCODER

  Lin, Z. J., Chen, Y. J., Kuo, P. C., Huang, L., Hu, C. J. & Chen, C. Y., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 12461-12465 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  Open Access

  • Recognition Model 100%
  • Speech Recognition 100%
  • Tasks 25%
  • Testing Method 25%
  • Early Detection 25%

• 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%

• 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%
• 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%

• 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)

• Lung on Chip with Air-Liquid Interface for Studying Air Pollution and Idiopathic Pulmonary Fibrosis

  Tsai, T. Y., Ke, Y. T., Chueh, Y. C., Lee, K. Y., Chuang, H. C., Sun, W. L. & Liu, C. H., 2023, 2023 22nd International Conference on Solid-State Sensors, Actuators and Microsystems, Transducers 2023. Institute of Electrical and Electronics Engineers Inc., p. 943-946 4 p. (2023 22nd International Conference on Solid-State Sensors, Actuators and Microsystems, Transducers 2023).

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

  • Fibrosing Alveolitis 100%
  • Lung Fibrosis 50%
• 2022

  A tumor-on-a-chip microfluidic platform for immune cell infiltration study

  Chen, Y. C., Lee, K. Y., Sun, W. L., Huang, W. C., Chang, W. C. & Liu, C. H., 2022, MicroTAS 2022 - 26th International Conference on Miniaturized Systems for Chemistry and Life Sciences. Chemical and Biological Microsystems Society, p. 346-347 2 p. (MicroTAS 2022 - 26th International Conference on Miniaturized Systems for Chemistry and Life Sciences).

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

  • Neoplasm 100%
  • Immune Cell Infiltration 100%
  • Microfluidic Platform 100%
  • Immune Cell 100%
  • Malignant Neoplasm 100%

• Isolation and control of immune cells in response to chemokine gradient

  Sardarabadi, P., Lee, K. Y., Sun, W. L. & Liu, C. H., 2022, MicroTAS 2022 - 26th International Conference on Miniaturized Systems for Chemistry and Life Sciences. Chemical and Biological Microsystems Society, p. 364-365 2 p. (MicroTAS 2022 - 26th International Conference on Miniaturized Systems for Chemistry and Life Sciences).

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

  • Immunocompetent Cell 100%
  • Chemokine 100%
  • Cell Migration 50%

• 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)
• 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%
• 2019

  Insulin resistance associates with risk factors of cardiovascular diseases among hemodialysis patients

  Duong, T. V., Wong, T. C., Chen, H.-H., Chen, T. W., Chen, T.-H., Hsu, Y.-H. & Yang, S.-H., 2019, Hemodialysis International. 1 ed. Vol. 22. p. A1-A44 (Hemodialysis International).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2018

  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. (NEMS 2018 - 13th Annual IEEE International Conference on Nano/Micro Engineered and Molecular Systems).

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

  • Asthma 100%
  • Smooth Muscle Cell 100%
  • Breathing 100%
  • Cell Growth 100%
  • Public Health 25%

• Association between cachexia indicators and metabolic syndromes in hemodialysis patients

  Duong, T. V., Wong, T. C., Chen, H.-H., Chen, T.-H., Hsu, Y.-H., Peng, S. J., Kuo, K. L., Liu, H., Lin, E. T. & Yang, S.-H., 2018, Journal of Cachexia, Sarcopenia and Muscle. 6 ed. Vol. 9. (Journal of Cachexia, Sarcopenia and Muscle).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
  1 Citation (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)

• Progress toward development of photodynamic vaccination against infectious/malignant diseases and photodynamic mosquitocides

  Chang, K. P., Kolli, B. K., Fan, C. K., Ng, D. K. P., Wong, C. T. T., Manna, L., Corso, R., Shih, N. Y., Elliott, R., Jiang, X. P., Shiao, S. H. & Fu, G. L., Jan 1 2018, Light-Based Diagnosis and Treatment of Infectious Diseases. Dai, T. (ed.). SPIE, Vol. 10479. 1047912. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10479).

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

  • Disease 100%
  • Photodynamic Therapy 100%
  • Vaccination Policy 100%
  • Photodynamics 100%
  • Photosensitizer 83%
  5 Citations (Scopus)
• 2017

  大體解剖課的情意學習：啟用儀式與社會背景之比較探討

  邱瑞珍, 唐功培, 韓德彥 & 蔡博方, 2017, 師資培育暨教育創新國際學術研討會論文集. 台北市: 銘傳大學師資培育中心, p. 1-8 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2016

  The joint effects of arsenic exposure, cigarette smoking and TNF-alpha polymorphism on urothelial carcinoma risk

  Wu, C. C., Wang, Y. H. & Hsueh, Y. M., 2016, Arsenic Research and Global Sustainability - Proceedings of the 6th International Congress on Arsenic in the Environment, AS 2016. Bhattacharya, P., Jacks, G., Bundschuh, J., Bhattacharya, P., Vahter, M., Jarsjo, J., Jarsjo, J., Kumpiene, J., Ahmad, A., Sparrenbom, C., Donselaar, M. E., Bundschuh, J., Naidu, R. & Naidu, R. (eds.). CRC Press/Balkema, p. 359-360 2 p. (Arsenic Research and Global Sustainability - Proceedings of the 6th International Congress on Arsenic in the Environment, AS 2016).

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

  • Cigarette Smoking 100%
  • Passive Smoking 100%
  • Tumor Necrosis Factor Alpha 100%
  • Tumor Necrosis Factor 100%
  • Transitional Cell Carcinoma 100%