Personal profile
In Korean
신미영 교수(IT대학 전자공학부)
Education
o (1991) B.S., Yonsei University, Seoul.
o (1993) M.S., Yonsei University, Seoul.
o (1998) Ph.D., Syracuse University, NY, USA.
o (1993) M.S., Yonsei University, Seoul.
o (1998) Ph.D., Syracuse University, NY, USA.
Professional Experience
o (2005~Present) Professor, Kyungpook National University, Seoul
o (1999~2005) Senior Researcher, Eletronics and Telecommunications Research Institute (ETRI), Daejeon, Korea.
o (1998~1999) Postdoctoral Research Fellow, Syracuse University, NY, USA.
o (1999~2005) Senior Researcher, Eletronics and Telecommunications Research Institute (ETRI), Daejeon, Korea.
o (1998~1999) Postdoctoral Research Fellow, Syracuse University, NY, USA.
Research Interests
Biomedical signal processing, data mining, bioinformatics, artificial intelligence, machine learning
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Collaborations and top research areas from the last five years
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Enhancing ECG Classification Generalization Through Unified Multi-Dataset Training
Kim, M. & Shin, M., Mar 2026, In: Sensors. 26, 6, 1830.Research output: Contribution to journal › Article › peer-review
Open Access -
Cross-Database Learning Framework for Electrocardiogram Arrhythmia Classification Using Two-Dimensional Beat-Score-Map Representation
Lee, J. & Shin, M., May 2025, In: Applied Sciences (Switzerland). 15, 10, 5535.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Enhancing Inter-Patient Performance for Arrhythmia Classification with Adversarial Learning Using Beat-Score Maps
Jeong, Y., Lee, J. & Shin, M., Aug 2024, In: Applied Sciences (Switzerland). 14, 16, 7227.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Lightweight beat score map method for electrocardiogram-based arrhythmia classification
Lee, K., Lee, J. & Shin, M., 1 Oct 2024, In: Biocybernetics and Biomedical Engineering. 44, 4, p. 844-857 14 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Using beat score maps with successive segmentation for ECG classification without R-peak detection
Lee, J. & Shin, M., May 2024, In: Biomedical Signal Processing and Control. 91, 105982.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations