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Issue Date	Title / Author(s) / Citation	File
2016	Two-stage Orthogonal Subspace Matching Pursuit for Joint Sparse Recovery Kim, Kyung Su; Chung, Sae-Young 2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, pp.2374-2378	DOI
2019	Bayesian approach with extended support estimation for sparse linear regression Kim, Kyung-Su; Chung, Sae-Young Results in Applied Mathematics, Vol.2	DOI
2019-05	Greedy subspace pursuit for joint sparse recovery Kim, Kyung-Su; Chung, Sae-Young Journal of Computational and Applied Mathematics, Vol.352, pp.308-327	DOI
2019-10	Fourier Phase Retrieval With Extended Support Estimation via Deep Neural Network Kim, Kyung-Su; Chung, Sae-Young IEEE Signal Processing Letters, Vol.26 No.10, pp.1506-1510	DOI
2020-05	Tree search network for sparse estimation Kim, Kyung-Su; Chung, Sae-Young Digital Signal Processing: A Review Journal, Vol.100	DOI
2021	One-Class Classifier for Chest X-Ray Anomaly Detection via Contrastive Patch-Based Percentile Kim, Kyung-Su; Oh, Seong Je; Cho, Hyun Bin; Chung, Myung Jin IEEE Access, Vol.9, pp.168496-168510	DOI
2021	Compressed Sensing via Measurement-Conditional Generative Models Kim, Kyung-Su; Lee, Jung Hyun; Yang, Eunho IEEE Access, Vol.9, pp.155335-155352	DOI
2022	Detection and differentiation of ataxic and hypokinetic dysarthria in cerebellar ataxia and parkinsonian disorders via wave splitting and integrating neural networks Song, Joomee; Lee, Ju Hwan; Choi, Jungeun; Suh, Mee Kyung; Chung, Myung Jin; Kim, Young Hun; Park, Jeongho; Choo, Seung Ho; Son, Ji Hyun; Lee, Dong Yeong; Ahn, Jong Hyeon; Youn, Jinyoung; Kim, Kyung-Su; Cho, Jin Whan PLoS ONE, Vol.17 No.6	DOI
2022	LOW-DOSE COMPUTED TOMOGRAPHY RECONSTRUCTION WITHOUT LEARNING DATA: PERFORMANCE IMPROVEMENT BY EXPLOITING JOINT CORRELATION BETWEEN ADJACENT SLICES Kim, Kyung-Su; Lim, Chae Yeon; Chung, Myung Jin Proceedings - International Symposium on Biomedical Imaging	DOI
2022-02	Artificial intelligence-based classification of bone tumors in the proximal femur on plain radiographs: System development and validation Park, Chan-Woo; Oh, Seong-Je; Kim, Kyung-Su; Jang, Min-Chang; Kim, Il Su; Lee, Young-Keun; Chung, Myung Jin; Cho, Baek Hwan; Seo, Sung-Wook PLoS ONE, Vol.17 No.2	DOI
2022-02	Detection of maxillary sinus fungal ball via 3-D CNN-based artificial intelligence: Fully automated system and clinical validation Kim, Kyung-Su; Kim, Byung Kil; Chung, Myung Jin; Cho, Hyun Bin; Cho, Beak Hwan; Jung, Yong Gi PLoS ONE, Vol.17 No.2	DOI
2023	MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation Jo, Sanghyun; Yu, In-Jae; Kim, Kyungsu Proceedings of the IEEE International Conference on Computer Vision, pp.614-623	DOI
2023	SCALE-INVARIANT BAYESIAN NEURAL NETWORKS WITH CONNECTIVITY TANGENT KERNEL Kim, Sung-Yub; Park, Sihwan; Kim, Kyungsu; Yang, Eunho 11th International Conference on Learning Representations, ICLR 2023
2023	GEX: A flexible method for approximating influence via Geometric Ensemble Kim, Sung-Yub; Kim, Kyungsu; Yang, Eunho ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023)
2023-03	Comparative validation of AI and non-AI methods in MRI volumetry to diagnose Parkinsonian syndromes Song, Joomee; Hahm, Juyoung; Lee, Jisoo; Lim, Chae Yeon; Chung, Myung Jin; Youn, Jinyoung; Cho, Jin Whan; Ahn, Jong Hyeon; Kim, Kyungsu Scientific Reports, Vol.13 No.1	DOI
2023-07	Automatic stridor detection using small training set via patch-wise few-shot learning for diagnosis of multiple system atrophy Ahn, Jong Hyeon; Lee, Ju Hwan; Lim, Chae Yeon; Joo, Eun Yeon; Youn, Jinyoung; Chung, Myung Jin; Cho, Jin Whan; Kim, Kyungsu Scientific Reports, Vol.13 No.1	DOI
2023-10	Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus Kim, Kyungsu; Lim, Chae Yeon; Shin, Joongbo; Chung, Myung Jin; Jung, Yong Gi Computer Methods and Programs in Biomedicine, Vol.240	DOI
2023-10	Automated precision localization of peripherally inserted central catheter tip through model-agnostic multi-stage networks Park, Subin; Cha, Yoon Ki; Park, Soyoung; Chung, Myung Jin; Kim, Kyungsu Artificial Intelligence in Medicine, Vol.144	DOI
2023-10	AI-base d computer-aide d diagnostic system of chest digital tomography synthesis: Demonstrating comparative advantage with X-ray-based AI systems Kim, Kyungsu; Lee, Ju Hwan; Oh, Seong Je; Chung, Myung Jin Computer Methods and Programs in Biomedicine, Vol.240	DOI
2024	Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images Kim, JungEun; Yoon, Hangyul; Park, Geondo; Kim, Kyungsu; Yang, Eunho Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.11353-11364	DOI
2024	Integrating ChatGPT into Secure Hospital Networks: A Case Study on Improving Radiology Report Analysis Kim, Kyungsu; Park, Junhyun; Langarica, Saul; Alkhadrawi, Adham Mahmoud; Do, Synho Proceedings of Machine Learning Research (PMLR), Vol.248, pp.72-87
2024-01	Enhancing foveal avascular zone analysis for Alzheimer's diagnosis with AI segmentation and machine learning using multiple radiomic features Yoon, Je Moon; Lim, Chae Yeon; Noh, Hoon; Nam, Seung Wan; Jun, Sung Yeon; Kim, Min Ji; Song, Mi Yeon; Jang, Hyemin; Kim, Hee Jin; Seo, Sang Won; Na, Duk L.; Chung, Myung Jin; Ham, Don-Il; Kim, Kyungsu SCIENTIFIC REPORTS, Vol.14 No.1	DOI
2024-02	3D unsupervised anomaly detection through virtual multi-view projection and reconstruction: Clinical validation on low-dose chest computed tomography Kim, Kyungsu; Oh, Seong Je; Lee, Ju Hwan; Chung, Myung Jin Expert Systems with Applications, Vol.236	DOI
2024-05	Deep-Learning Based Automated Segmentation and Quantitative Volumetric Analysis of Orbital Muscle and Fat for Diagnosis of Thyroid Eye Disease Alkhadrawi, Adham M.; Lin, Lisa Y.; Langarica, Saul A.; Kim, Kyungsu; Ha, Sierra K.; Lee, Nahyoung G.; Do, Synho INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, Vol.65 No.5	DOI
2024-05	AI-assisted Analysis to Facilitate Detection of Humeral Lesions on Chest Radiographs Kim, Harim; Kim, Kyungsu; Oh, Seong Je; Lee, Sungjoo; Woo, Jung Han; Kim, Jong Hee; Cha, Yoon Ki; Kim, Kyunga; Chung, Myung Jin RADIOLOGY-ARTIFICIAL INTELLIGENCE, Vol.6 No.3	DOI
2024-12	Evidence-based clinical recommendations for hypofractionated radiotherapy: exploring efficacy and safety- Part 4: Liver and locally recurrent rectal cancer Byun, Hwa Kyung; Yoo, Gyu Sang; Sung, Soo-Yoon; Song, Jin-Ho; Kim, Byoung Hyuck; Kwak, Yoo-Kang; Kim, Yeon Joo; Kim, Yeon-Sil; Kim, Kyung Su Radiation Oncology Journal, Vol.42 No.4, pp.247-256	DOI
2025	DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation Jol, Sanghyun; Pane, Fei; Yu, In-Jae; Kim, Kyungsu COMPUTER VISION - ECCV 2024, PT LXXXI, Vol.15139, pp.231-248	DOI
2025	TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias Jol, Sanghyun; Ryu, Soohyun; Kim, Sungyub; Yang, Eunho; Kim, Kyungsu COMPUTER VISION - ECCV 2024, PT LXXXI, Vol.15139, pp.341-357	DOI
2025-04	Strategies for mitigating data heterogeneities in AI-based neuro-disease detection Leming, Matthew; Kim, Kyungsu; Bruffaerts, Rose; Im, Hyungsoon Neuron, Vol.113 No.8, pp.1129-1132	DOI
2025-07	Improved unsupervised 3D lung lesion detection and localization by fusing global and local features: Validation in 3D low-dose computed tomography Lee, Ju Hwan; Oh, Seong Je; Kim, Kyungsu; Lim, Chae Yeon; Choi, Seung Hong; Chung, Myung Jin MEDICAL IMAGE ANALYSIS, Vol.103	DOI