Research output per year
Research output per year
Personal profile
In Korean
김재일 교수(IT대학 컴퓨터학부)
Education
(2007) B.A., Ajou University
(2015) Ph.D, Korea Advanced Institute of Science and Technology
(2015) Ph.D, Korea Advanced Institute of Science and Technology
Professional Experience
(2014~2018) Senior Researcher, Samsung Electronics, Suwon, Korea
(2016~2018) Postdoctoral Associate, University of North Carolina at Chapel Hill, USA
(2018~Present) Associate Professor, Kyungpook National University, Daege, Korea
(2016~2018) Postdoctoral Associate, University of North Carolina at Chapel Hill, USA
(2018~Present) Associate Professor, Kyungpook National University, Daege, Korea
Research Interests
Medical Image Processing and Analysis, Artificial Intelligence, Vision AI, Machine Learning, Conversational AI
Major Research Achievements
o Elastic exponential linear units for convolutional neural networks, Neural Networks, 2020
o Floor plan recommendation system using graph neural network with spatial relationship dataset, 2023
o CT-Loc: Cross-domain visual localization with a channel-wise transformer, 2023
o Spatiotemporal neural network with attention mechanism for El Niño forecasts, 2022
o STG-OceanWaveNet: Spatio-temporal geographic information guided ocean wave prediction network, 2022
o Floor plan recommendation system using graph neural network with spatial relationship dataset, 2023
o CT-Loc: Cross-domain visual localization with a channel-wise transformer, 2023
o Spatiotemporal neural network with attention mechanism for El Niño forecasts, 2022
o STG-OceanWaveNet: Spatio-temporal geographic information guided ocean wave prediction network, 2022
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Collaborations and top research areas from the last five years
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AI-based deformable hippocampal mesh reflects hippocampal morphological characteristics in relation to cognition in healthy older adults
Park, W., Valdés Hernández, M. D. C., Kim, J., Muñoz Maniega, S., Sneden, F. N., Ferguson, K. J., Bastin, M. E., Wardlaw, J. M., Cox, S. R. & Park, J., 15 Apr 2025, In: NeuroImage. 310, 121145.Research output: Contribution to journal › Article › peer-review
Open Access -
Clinical Application of Artificial Intelligence in Breast Ultrasound
Baek, J., Kim, J., Kim, H. J., Yoon, J. H., Park, H. Y., Lee, J., Kang, B., Zakiryarov, I., Kultaev, A., Saktashev, B. & Kim, W. H., Mar 2025, In: Journal of the Korean Society of Radiology. 86, 2, p. 216-226 11 p.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
Conditional Generation of Building Bubble Diagrams Based on Stochastic Differential Equations
Wei, Z., Lee, J., Gu, H., Choo, S. & Kim, J., 2025, In: IEEE Access. 13, p. 98860-98875 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Efficacy of a Real-Time Artificial Intelligence Ultrasound System With Computer-Aided Detection and Diagnosis for Breast Cancer: A Feasibility Study
Lee, J., Kim, W. H., Kim, J., Kim, H. J., Moon, J. S., Kang, B., Park, H. Y. & Cheng, F. T. F., Jun 2025, In: Journal of Breast Cancer. 28, 3, p. 206-214 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Improving breast ultrasonography education: the impact of AI-based decision support on the performance of nonspecialist medical professionals
Lee, S., Lee, H. S., Lee, E., Kim, W. H., Kim, J. & Yoon, J. H., Mar 2025, In: Ultrasonography. 44, 2, p. 124-133 10 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations