논문 분야: 척추변형교정술, 만성 신경손상 가소성 촉진 및 재활, 뇌파 및 뇌영상 인공지능 신호 분석 등
#Ryu, S†., So, J.Y., Kuh, S. U., Ha, Y., Chin. D.K, Kim. K.S., Cho. Y.E., & Kim, K. H.* Risk factors for unplanned reoperation after corrective surgery for adult spinal deformity: machine learning-based game-theoretic approach. Bone & Joint Research. (2023, accepted) #Cho, J., Ryu, S*., Jang, H. J., Park, J. Y., Ha, Y., Kuh, S. U., Chin. D.K, Kim. K.S., Cho. Y.E., & Kim, K. H. Clinical Effect of Transverse Process Hook with K-Means Clustering-Based Stratification of CT Hounsfield Unit at UIV Level in Adult Spinal Deformity Patients. Journal of Korean Neurosurgical Society. (2022). #Cho, J., Ryu. S., Lee, S., Kim, J., Park, J. Y., Kwon, H. S., & Kim, H. I. (2022). Clozapine-Induced Chemogenetic Neuromodulation Rescues Post-Stroke Deficits After Chronic Capsular Infarct. Translational Stroke Research, 1-14. #Kim, G. N., Zhang, H. Y., Cho, Y. E., & Ryu, S. J*. (2022, June). Differential Screening of Herniated Lumbar Discs Based on Bag of Visual Words Image Classification Using Digital Infrared Thermographic Images. In Healthcare (Vol. 10, No. 6, p. 1094). MDPI. #Seughyeok. Back, Seongju Lee, Sungho Shin, Yeonguk Yu, Taekyeong Yuk, Saepomi Jong, Seungjun Ryu*, and Kyoobin Lee*, "Robust Skin Disease Classification by Distilling Deep Neural Network Ensemble for the Mobile Diagnosis of Herpes Zoster," in IEEE Access, vol. 9, pp. 20156-20169, 2021, DOI: 10.1109/ACCESS.2021.3054403. (*co-corresponding authorship) #Seungjun Ryu†, Back S, Lee S, Seo H, Park C, Lee K, Kim DS. A pilot study of a single-channel EEG seizure detection algorithm using machine learning. Childs Nerv Syst. 2021 Jul;37(7):2239-2244. doi: 10.1007/s00381-020-05011-9. Epub 2021 May 3. PMID: 33939017. #Seungjun Ryu†, Chemogenetic neuromodulation to improve the motor function in chronic capsular infarct. (Doctoral dissertation; Engineering, Graduate School, Gwangju Institute of Science and Technology) (https://library.gist.ac.kr/#/librarySearchDetails?book_no=431616) #Nguyen, D. T., Ryu, S., Qureshi, M. N. I., Choi, M., Lee, K. H., & Lee, B. (2019). Hybrid multivariate pattern analysis combined with extreme learning machine for Alzheimer’s dementia diagnosis using multi-measure rs-fMRI spatial patterns. PloS one, 14(2), e0212582. #Cho J†, Seungjun Ryu†, Lee S, Kim J, Kim HI. Optimizing clozapine for chemogenetic neuromodulation of somatosensory cortex. Sci Rep. 2020 Apr 7;10(1):6001. doi: 10.1038/s41598-020-62923-x. PMID: 32265461; PMCID: PMC7138833.