Sung-Jun Moon

ORCID: 0000-0003-4232-8680
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Research Areas
  • COVID-19 diagnosis using AI
  • Stroke Rehabilitation and Recovery
  • Spine and Intervertebral Disc Pathology
  • Seismology and Earthquake Studies
  • Musculoskeletal pain and rehabilitation
  • Anomaly Detection Techniques and Applications
  • Radiomics and Machine Learning in Medical Imaging
  • Spinal Fractures and Fixation Techniques
  • Dementia and Cognitive Impairment Research
  • Shoulder Injury and Treatment
  • Gaze Tracking and Assistive Technology
  • Anesthesia and Pain Management
  • AI in cancer detection
  • Management of metastatic bone disease
  • Neurofibromatosis and Schwannoma Cases
  • Spatial Neglect and Hemispheric Dysfunction
  • Spinal Hematomas and Complications
  • Identity, Memory, and Therapy
  • Brain Tumor Detection and Classification
  • Pelvic and Acetabular Injuries

Kyungpook National University Hospital
2019-2022

Daegu University
2022

Yeungnam University
2021

Wooridul Hospital
1970-2013

Chonnam National University Hospital
2008

Background: Mixed reality (MR) technology, which combines the best features of augmented and virtual reality, has recently emerged as a promising tool in cognitive rehabilitation therapy. Objective: To investigate effectiveness an MR-based training system for individuals with mild impairment (MCI). Methods: Twenty-one aged 65 years older who had been diagnosed MCI were recruited this study divided into two groups. Participants MR group (n=10, 70.5±4.2 years) received 30 minutes 3 times week...

10.1097/wnn.0000000000000197 article EN Cognitive and Behavioral Neurology 2019-09-01

Case description.To report a rare case of intraosseous malignant peripheral nerve sheath tumors (MPNST), and review the pertinent medical literature.The spinal MPNST that develops from roots secondary bony erosion is well-known entity. However, primary MPNSTs spine are extremely rare.A 41-year-old male presented with 1-month history radiating pain to his right shoulder arm. Magnetic resonance images showed large extradural mass extending C6 T1 destruction posterior elements C6, C7, T1....

10.1097/brs.0b013e31817e6995 article EN Spine 2008-08-25

Objective: The purpose of the study was to investigate effects an eye-tracking linkage attention training system on cognitive function compared a conventional computerized in stroke patients with impairment. Methods: This retrospective enrolled 40 who received rehabilitation. intervention consisted 30 sessions and min per session. Before after intervention, we assessed functions by Mini-Mental State Examination (MMSE-K) activities daily living Modified Barthel Index (K-MBI) administered...

10.3390/healthcare10030456 article EN Healthcare 2022-02-28

Under the global pandemic of COVID-19, building an automated framework that quantifies severity COVID-19 and localizes relevant lesion on chest X-ray images has become increasingly important. Although pixel-level labels, e.g. segmentation, can be most excellent target to build a robust model, collecting enough data with such labels is difficult due time labor-intensive annotation tasks. Instead, array-based labeling assigns integer scores six subdivisions lungs alternative choice enabling...

10.48550/arxiv.2103.07062 preprint EN other-oa arXiv (Cornell University) 2021-01-01

Although deep learning-based computer-aided diagnosis systems have recently achieved expert-level performance, developing a robust learning model requires large, high-quality data with manual annotation, which is expensive to obtain. This situation poses the problem that chest x-rays collected annually in hospitals cannot be used due lack of labeling by experts, especially deprived areas. To address this, here we present novel framework uses knowledge distillation through self-supervised and...

10.48550/arxiv.2202.06431 preprint EN cc-by-nc-nd arXiv (Cornell University) 2022-01-01

Objective Large central disc herniation is not common. Generally, wide and aggressive surgery required for total removal. But, decompression such as laminectomy adequate removal may have risk of spinal instability. Methods We operated on large by microsurgical Bilateral Discectomy via a Unilateral Approach (BDUA). With modification this technique which has been traditionally used lumbar stenosis, the authors could easily visualize contralateral dura traversing root create space to perform...

10.21129/nerve.2015.1.1.30 article EN cc-by-nc The Nerve 1970-01-01

PURPOSE: The purpose of this study was to investigate the effects cognitive orientation daily occupational performance (CO-OP) interventions on upper extremity function and in subacute stroke patients.METHODS: A total 30 eligible patients were randomly distributed into CO-OP experimental group (n = 15) traditional therapy (OT) control 15).The approach applied for twelve 60-minute sessions.The Jebson Taylor Hand Function Test (JTHFT), Korean version Modified Barthel Index (K-MBI), Performance...

10.13066/kspm.2022.17.4.123 article EN Journal of the Korean Society of Physical Medicine 2022-11-30
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