Search Results - "Ryu, Seungjun"

3D-Deep Learning Based Automatic Diagnosis of Alzheimer’s Disease with Joint MMSE Prediction Using Resting-State fMRI by Duc, Nguyen Thanh, Ryu, Seungjun, Qureshi, Muhammad Naveed Iqbal, Choi, Min, Lee, Kun Ho, Lee, Boreom

“…We performed this research to 1) evaluate a novel deep learning method for the diagnosis of Alzheimer’s disease (AD) and 2) jointly predict the Mini Mental…”
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Resting-state frontal electroencephalography (EEG) biomarkers for detecting the severity of chronic neuropathic pain by Ryu, Seungjun, Gwon, Daeun, Park, Chanki, Ha, Yoon, Ahn, Minkyu

“…Increasing evidence is present to enable pain measurement by using frontal channel EEG-based signals with spectral analysis and phase-amplitude coupling. To…”
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Hybrid multivariate pattern analysis combined with extreme learning machine for Alzheimer's dementia diagnosis using multi-measure rs-fMRI spatial patterns by Nguyen, Duc Thanh, Ryu, Seungjun, Qureshi, Muhammad Naveed Iqbal, Choi, Min, Lee, Kun Ho, Lee, Boreom

“…Early diagnosis of Alzheimer's disease (AD) and Mild Cognitive Impairment (MCI) is essential for timely treatment. Machine learning and multivariate pattern…”
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Optimizing clozapine for chemogenetic neuromodulation of somatosensory cortex by Cho, Jongwook, Ryu, Seungjun, Lee, Sunwoo, Kim, Junsoo, Kim, Hyoung-Ihl

“…Clozapine (CLZ) has been proposed as an agonist for Designer Receptors Exclusively Activated by Designer Drugs (DREADDs), to replace Clozapine-N-oxide (CNO);…”
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Feasibility and safety report on robotic assistance for cervical pedicle screw fixation: a cadaveric study by Ryu, Seungjun, Ha, Byeong-Jin, Yoon, Sunjin, Lee, Chang Kyu, Shin, Dong Ah, Kim, Keung-Nyun, Yi, Seong

“…This cadaveric study aimed to evaluate the safety and usability of a novel robotic system for posterior cervical pedicle screw fixation. Three human cadaveric…”
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Robust Skin Disease Classification by Distilling Deep Neural Network Ensemble for the Mobile Diagnosis of Herpes Zoster by Back, Seunghyeok, Lee, Seongju, Shin, Sungho, Yu, Yeonguk, Yuk, Taekyeong, Jong, Saepomi, Ryu, Seungjun, Lee, Kyoobin

“…Herpes zoster (HZ) is a common cutaneous disease affecting one out of five people; hence, early diagnosis of HZ is crucial as it can progress to chronic pain…”
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Machine Learning-Based Pain Severity Classification of Lumbosacral Radiculopathy Using Infrared Thermal Imaging by Rim, Jinu, Ryu, Seungjun, Jang, Hyunjun, Zhang, Hoyeol, Cho, Yongeun

“…Pain is subjective and varies among individuals. Doctors determine pain severity based on a patient’s self-reported symptoms. In such situations, a language…”
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Evaluation of Functional Decline in Alzheimer's Dementia Using 3D Deep Learning and Group ICA for rs-fMRI Measurements by Qureshi, Muhammad Naveed Iqbal, Ryu, Seungjun, Song, Joonyoung, Lee, Kun Ho, Lee, Boreom

“…: To perform automatic assessment of dementia severity using a deep learning framework applied to resting-state functional magnetic resonance imaging (rs-fMRI)…”
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Long-term results comparison after anterior cervical discectomy with BGS-7 spacer (NOVOMAX®-C) and allograft spacer: A prospective observational study by Ryu, Seungjun, Ryu, Dal-Sung, Kim, Keun-Su

“…In an anterior cervical discectomy and fusion (ACDF), various types of graft materials including autograft, allograft, and synthetic graft have been used to…”
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The Combined Effects of RhBMP-2 and Systemic RANKL Inhibitor in Patients With Bone Density Loss Undergoing Posterior Lumbar Interbody Fusion: A Retrospective Observational Analysis With Propensity Score Matching by Ryu, Seungjun, Yoon, Seon-Jin, Lee, Chang Kyu, Yi, Seong, Kim, Keung-Nyun, Ha, Yoon, Shin, Dong Ah

“…Objective: The risks of nonunion and subsidence are high in patients with bone density loss undergoing spinal fusion surgery. The internal application of…”
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Clinical Effect of Transverse Process Hook with K-Means Clustering-Based Stratification of Computed Tomography Hounsfield Unit at Upper Instrumented Vertebra Level in Adult Spinal Deformity Patients by Cho, Jongwon, Ryu, Seungjun, Jang, Hyun-Jun, Park, Jeong-Yoon, Ha, Yoon, Kuh, Sung-Uk, Chin, Dong-Kyu, Kim, Keun-Su, Cho, Yong-Eun, Kim, Kyung-Hyun

“…This study aimed to investigate the efficacy of transverse process (TP) hook system at the upper instrumented vertebra (UIV) for preventing screw pullout in…”
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Risk of insomnia symptoms according to Work-Family Conflict by workers’ characteristics by Seo, Kwanghyun, Ryu, Seungjun, Jeong, Saebomi, Kang, Hee-Tae, Kim, Sung-Kyung, Koh, Sang-Baek, Jeong, Kyoung Sook, Oh, Sung-Soo

“…Work-Family Conflict means that the demands of work and family roles cannot be met simultaneously, so one cannot concentrate on one's work or family role. This…”
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Sex-Specific Influence of Preoperative Musculoskeletal Characteristics on Postoperative Outcomes in Lumbar Spinal Surgery: A Prospective Cohort Study by Ryu, Seungjun, Park, Danbi, Baek, Ji Yeon, Kim, Chongman, Shin, Hong Kyung, Jang, Sun Woo, Kim, Jeoung Hee, Roh, Sung Woo, Park, Jin Hoon

“…Lumbar spinal stenosis (LSS) often necessitates surgical intervention, with preoperative musculoskeletal health significantly influencing postoperative…”
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Pilot study of a single-channel EEG seizure detection algorithm using machine learning by Ryu, Seungjun, Back, Seunghyeok, Lee, Seongju, Seo, Hyeon, Park, Chanki, Lee, Kyoobin, Kim, Dong-Seok

“…Objective Seizures are one of the most common emergencies in the neonatal intensive care unit (NICU). They are identified through visual inspection of…”
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Clozapine-Induced Chemogenetic Neuromodulation Rescues Post-Stroke Deficits After Chronic Capsular Infarct by Cho, Jongwook, Ryu, Seungjun, Lee, Sunwoo, Kim, Junsoo, Park, Ji-Young, Kwon, Hyuk-Sang, Kim, Hyoung-Ihl

“…Long-term disabilities induced by stroke impose a heavy burden on patients, families, caregivers, and public health systems. Extensive studies have…”
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DEMENTIA PROGRESSION ASSESSMENT WITH MULTIMODAL IMAGING BIOMARKER DATA by Ryu, Seungjun, Nguyen, Duc Thanh, Iqbal Qureshi, Muhammad Naveed, Song, Joonyoung, Lee, Boreom

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P1‐463: DEMENTIA PROGRESSION ASSESSMENT WITH MULTIMODAL IMAGING BIOMARKER DATA by Ryu, Seungjun, Nguyen, Duc Thanh, Iqbal Qureshi, Muhammad Naveed, Song, Joonyoung, Lee, Boreom

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Long-Term Outcomes after Multimodal Treatment for Clival Chordoma: Efficacy of the Endonasal Transclival Approach with Early Adjuvant Radiation Therapy by Yoo, Hyun Dong, Chung, Jong Chul, Park, Ki Seok, Chung, Seung Young, Park, Moon Sun, Ryu, Seungjun, Kim, Seong Min

“…This study investigates the long-term outcomes of clival chordoma patients treated with the endonasal transclival approach (ETCA) and early adjuvant radiation…”
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Three-Dimensional Printed Mesh-Cage Replacement for a Metastatic Spinal Tumor and a Vertebral Compression Fracture: A Report of Two Cases by Rim, Jinu, Jang, Hyun Jun, Kim, Kyung Hyun, Park, Jeong Yoon, Chin, Dong Kyu, Kim, Keun Su, Cho, Yong Eun, Ryu, Seungjun

“…Harms mesh cages are commonly used in the treatment of metastatic spinal tumors by spondylectomy with cage insertion and posterior screw fixation. These cages…”
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Mild Cognitive Impairment Diagnosis Using Extreme Learning Machine Combined With Multivoxel Pattern Analysis on Multi-Biomarker Resting-State FMRI by Duc, Nguyen Thanh, Ryu, Seungjun, Choi, Min, Iqbal Qureshi, Muhammad Naveed, Lee, Boreom

“…This paper proposed a classification framework that integrates hybrid multivoxel pattern analyses (MVPA) and extreme learning machine (ELM) for automated Mild…”
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