Park, Soohyun. (2025-07). Deep Learning-Based Classification of NSCLC-Derived Extracellular Vesicles Using AFM Nanomechanical Signatures. Analytical Chemistry, 97(28), 15290–15298. doi: 10.1021/acs.analchem.5c02009
Kang, Myeongkyun. (2024-05). FedNN: Federated learning on concept drift data using weight and adaptive group normalizations. Pattern Recognition, 149. doi: 10.1016/j.patcog.2023.110230
Kang, Myeongkyun. (2025-10). Efficient One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation. Medical Image Analysis, 105. doi: 10.1016/j.media.2025.103714
Kim, Soopil. (2025-05). Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation with Image Synthesis. IEEE Transactions on Medical Imaging, 44(5), 2079–2092. doi: 10.1109/TMI.2025.3525581
Choi, Jiyeon. (2025-03). Enhanced Radar False Alarm Mitigation in Low-RCS Target Detection Using Time-Varying Trajectories on Range-Doppler Diagrams with DCNN. IEEE Transactions on Instrumentation and Measurement, 74. doi: 10.1109/TIM.2025.3550239
An, Sion. (2024-12). Few-shot anomaly detection using positive unlabeled learning with cycle consistency and co-occurrence features. Expert Systems with Applications, 256. doi: 10.1016/j.eswa.2024.124890
Seo, Junghyun. (2024-10). LuminanceGAN: Controlling the brightness of generated images for various night conditions. Pattern Recognition Letters, 186, 292–299. doi: 10.1016/j.patrec.2024.10.014
Ha, Ho-Gun. (2024-12). Target-specified reference-based deep learning network for joint image deblurring and resolution enhancement in surgical zoom lens camera calibration. Computers in Biology and Medicine, 183. doi: 10.1016/j.compbiomed.2024.109309
Kim, Kwangsu. (2024-10). The Impact of Odor Category Similarity on Multimedia Experience. Experimental Neurobiology, 33(5), 238–250. doi: 10.5607/en24020
Jeong, Jae Jin. (2025-02). AdaLo: Adaptive learning rate optimizer with loss for classification. Information Sciences, 690. doi: 10.1016/j.ins.2024.121607
