1.Identification of signature gene set as highly accurate determination of metabolic dysfunction-associated steatotic liver disease progression
Sumin OH ; Yang-Hyun BAEK ; Sungju JUNG ; Sumin YOON ; Byeonggeun KANG ; Su-hyang HAN ; Gaeul PARK ; Je Yeong KO ; Sang-Young HAN ; Jin-Sook JEONG ; Jin-Han CHO ; Young-Hoon ROH ; Sung-Wook LEE ; Gi-Bok CHOI ; Yong Sun LEE ; Won KIM ; Rho Hyun SEONG ; Jong Hoon PARK ; Yeon-Su LEE ; Kyung Hyun YOO
Clinical and Molecular Hepatology 2024;30(2):247-262
Background/Aims:
Metabolic dysfunction-associated steatotic liver disease (MASLD) is characterized by fat accumulation in the liver. MASLD encompasses both steatosis and MASH. Since MASH can lead to cirrhosis and liver cancer, steatosis and MASH must be distinguished during patient treatment. Here, we investigate the genomes, epigenomes, and transcriptomes of MASLD patients to identify signature gene set for more accurate tracking of MASLD progression.
Methods:
Biopsy-tissue and blood samples from patients with 134 MASLD, comprising 60 steatosis and 74 MASH patients were performed omics analysis. SVM learning algorithm were used to calculate most predictive features. Linear regression was applied to find signature gene set that distinguish the stage of MASLD and to validate their application into independent cohort of MASLD.
Results:
After performing WGS, WES, WGBS, and total RNA-seq on 134 biopsy samples from confirmed MASLD patients, we provided 1,955 MASLD-associated features, out of 3,176 somatic variant callings, 58 DMRs, and 1,393 DEGs that track MASLD progression. Then, we used a SVM learning algorithm to analyze the data and select the most predictive features. Using linear regression, we identified a signature gene set capable of differentiating the various stages of MASLD and verified it in different independent cohorts of MASLD and a liver cancer cohort.
Conclusions
We identified a signature gene set (i.e., CAPG, HYAL3, WIPI1, TREM2, SPP1, and RNASE6) with strong potential as a panel of diagnostic genes of MASLD-associated disease.
2.Quality of Acute Stroke Care within Emergency Medical Service System in Korea: Proposal for Severe Emergency Medical Center
Kyung Bok LEE ; Ji Sung LEE ; Jeong-Yoon LEE ; Jun Yup KIM ; Han-Yeong JEONG ; Seong-Eun KIM ; Jonguk KIM ; Do Yeon KIM ; Keon-Joo LEE ; Jihoon KANG ; Beom Joon KIM ; Tae Jung KIM ; Sang Joon AN ; Jang-Hyun BAEK ; Seongheon KIM ; Hyun-Wook NAH ; Jong Yun LEE, ; Jee-Hyun KWON ; Seong Hwan AHN ; Keun-Hwa JUNG ; Hee-Kwon PARK ; Tai Hwan PARK ; Jong-Moo PARK ; Yong-Jin CHO ; Im Seok KOH ; Soo Joo LEE ; Jae-Kwan CHA ; Joung-Ho RHA ; Juneyoung LEE ; Boung Chul LEE ; In Ok BAE ; Gui Ok KIM ; Hee-Joon BAE
Journal of the Korean Neurological Association 2023;41(1):18-30
Background:
Korea recently established 70 emergency medical service areas. However, there are many concerns that medical resources for stroke could not be evenly distributed through the country. We aimed to compare the treatment quality and outcomes of acute stroke among the emergency medical service areas.
Methods:
This study analyzed the data of 28,800 patients admitted in 248 hospitals which participated in the 8th acute stroke quality assessment by Health Insurance Review and Assessment Service. Individual hospitals were regrouped into emergency service areas according to the address of the location. Assessment indicators and fatality were compared by the service areas. We defined the appropriate hospital by the performance of intravenous thrombolysis.
Results:
In seven service areas, there were no hospitals which received more than 10 stroke patients for 6 months. In nine service areas, there were no patients who underwent intravenous thrombolysis (IVT). Among 167 designated emergency medical centers, 50 hospitals (29.9%) responded that IVT was impossible 24 hours a day. There are 97 (39.1%) hospitals that meet the definitions of appropriate hospital. In 23 service areas (32.9%) had no appropriate or feasible hospitals. The fatality of service areas with stroke centers were 6.9% within 30 days and 15.6% within 1 year from stroke onset than those without stroke centers (7.7%, 16.9%, respectively).
Conclusions
There was a wide regional gap in the medical resource and the quality of treatments for acute stroke among emergency medical service areas in Korea. The poststroke fatality rate of the service areas which have stroke centers or appropriate hospitals were significantly low.
3.Safety and Efficacy of Intravenous Thrombolysis in the 3- to 4.5-hour Window in Acute Ischemic Stroke Patients Who Have Both Diabetes Mellitus and History of Prior Stroke
Boyoung KIM ; Ji Sung LEE ; Hong-Kyun PARK ; Young Bok YUNG ; Ki Chang OH ; Jeong Joo PARK ; Yong-Jin CHO ; Kyusik KANG ; Soo Joo LEE ; Jae Guk KIM ; Jae-Kwan CHA ; Dae-Hyun KIM ; Hee-Joon BAE ; Tai Hwan PARK ; Sang-Soon PARK ; Kyung Bok LEE ; Jun LEE ; Byung-Chul LEE ; Minwoo LEE ; Joon-Tae KIM ; Kang-Ho CHOI ; Dong-Eog KIM ; Jay Chol CHOI ; Dong-Ick SHIN ; Jee-Hyun KWON ; Wook-Joo KIM ; Sung Il SOHN ; Jeong-Ho HONG ; Hyung Jong PARK ; Seong-Hwa JANG ; Kwang-Yeol PARK ; Sang-Hwa LEE ; Jong-Moo PARK ; Keun-Sik HONG
Journal of the Korean Neurological Association 2023;41(2):112-120
Background:
For acute ischemic stroke (AIS) patients with history of prior stroke (PS) and diabetes mellitus (DM), intravenous recombinant tissue plasminogen activator (IV-tPA) therapy in the 3- to 4.5-hour window is off-label in Korea. This study aimed to assess the safety and efficacy of IV-tPA in these patients.
Methods:
Using data from a prospective multicenter stroke registry between January 2009 and March 2021, we identified AIS patients who received IV-tPA in the 3- to 4.5-hour window, and compared the outcomes of symptomatic intracranial hemorrhage (SICH), 3-month mortality, 3-month modified Rankin Scale (mRS) score 0-1 and 3-month mRS distribution between patients with both PS and DM (PS/DM, n=56) versus those with neither PS nor DM, or with only one (non-PS/DM, n=927).
Results:
The PS/DM group versus the non-PS/DM group was more likely to have a prior disability, hypertension, hyperlipidemia, coronary heart disease and less likely to have atrial fibrillation. The PS/DM and the non-PS/DM groups had comparable rates of SICH (0% vs. 1.7%; p>0.999) and 3-month mortality (10.7% vs. 10.2%; p=0.9112). The rate of 3-month mRS 0-1 was non-significantly lower in the PS/DM group than in the non-PS/DM group (30.4% vs. 40.7%; adjusted odds ratio [95% confidence interval], 0.81 [0.41-1.59]).
Conclusions
In the 3- to 4.5-hour window, AIS patients with PS/DM, as compared to those with non-PS/DM, might benefit less from IV-tPA. However, given the similar risks of SICH and mortality, IV-tPA in the late time window could be considered in patients with both PS and DM.
4.Annual Case Volume and One-Year Mortality for Endovascular Treatment in Acute Ischemic Stroke
Jun Yup KIM ; Jihoon KANG ; Beom Joon KIM ; Seong-Eun KIM ; Do Yeon SEONG-EUN ; Keon-Joo LEE ; Hong-Kyun PARK ; Yong-Jin CHO ; Jong-Moo PARK ; Kyung Bok LEE ; Jae-Kwan CHA ; Ji Sung LEE ; Juneyoung LEE ; Ki Hwa YANG ; Ock Ran HONG ; Ji Hyeon SHIN ; Jung Hyun PARK ; Philip B. GORELICK ; Hee-Joon BAE
Journal of Korean Medical Science 2022;37(36):e270-
Background:
The association between endovascular treatment (EVT) case volume per hospital and clinical outcomes has been reported, but the exact volume threshold has not been determined. This study aimed to examine the case volume threshold in this context.
Methods:
National audit data on the quality of acute stroke care in patients admitted via emergency department, within 7 days of onset, in hospitals that treated ≥ 10 stroke cases during the audit period were analyzed. Ischemic stroke cases treated with EVT during the last three audits (2013, 2014, and 2016) were selected for the analysis. Annual EVT case volume per hospital was estimated and analyzed as a continuous and a categorical variable (in quartiles). The primary outcome measure was 1-year mortality as a surrogate of 3-month functional outcome. As post-hoc sensitivity analysis, replication of the study results was examined using the 2018 audit data.
Results:
We analyzed 1,746 ischemic stroke cases treated with EVT in 120 acute care hospitals. The median annual EVT case volume was 12.0 cases per hospital, and mortality rates at 1 month, 3 months, and 1 year were 12.7%, 16.6%, and 23.3%, respectively. Q3 and Q4 had 33% lower odds of 1-year mortality than Q1. Adjustments were made for predetermined confounders. Annual EVT case volume cut-off value for 1-year mortality was 15 cases per year (P < 0.02). The same cut-off value was replicated in the sensitivity analysis.
Conclusion
Annual EVT case volume was associated with 1-year mortality. The volume threshold per hospital was 15 cases per year.
5.Severity of injury and related factors of personal mobility vehicle accidentscompared with bicycle accidents
Jong Bok JEON ; Jae Ho JANG ; Yong Su LIM ; Jea Yeon CHOI ; Jin Seong CHO ; Jae-Hyug WOO ; Woo Sung CHOI ; Hyuk Jun YANG ; Sung-Youl HYUN
Journal of the Korean Society of Emergency Medicine 2020;31(2):161-168
Objective:
Personal mobility vehicles (PMV) have been used widely as a means of replacing bicycles in recent yearsbecause of their convenience and high economic efficiency. On the other hand, accidents related to PMV are alsoincreasing, but there have been few studies in this area. This study examined the factors that increase the severity ofdamage and determine the characteristics of the PMV compared to the accidents on a bicycle.
Methods:
Retrospective observational studies were performed. The variables related to the accident were collected andanalyzed for patients who visited the emergency room due to a PMV and bicycle accident. Multivariate logistic regressionanalysis was used to determine the factors affecting the severity of the patients. The odds ratios were calculated andcompared between injuries related to PMV and bicycles.
Results:
A total of 1,124 patients (bicycles 1,017, PMV 107) were enrolled in this study. In multivariate regression analysis,the severity of PMV was higher (odds ratio [OR], 1.73; 95% confidence interval [CI], 1.06-2.83) than that of a bicycle.The factors affecting the severity of the patients were age (OR, 1.02, 95% CI, 1.01-1.03), alcohol use (OR, 1,70; 95% CI,1.04-2.70), ambulance transport (OR, 2.46; 95% CI, 1.78-3.40), and wearing a helmet (OR, 2.06; 95% CI, 1.36-3.13).
Conclusion
PMV showed higher severity of damage than a bicycle. The PMV, which is a new transportation means, isinsufficient for the prevention of safety compared to bicycles where driving regulations and wearing protective equipmentare common. Additional studies on the precise mechanisms of injury and damage are expected to prevent accidents andreduce their severity.
6.Acute Stroke Care in Korea in 2013–2014: National Averages and Disparities
Jun Yup KIM ; Keon-Joo LEE ; Jihoon KANG ; Beom Joon KIM ; Seong-Eun KIM ; Hyunji OH ; Hong-Kyun PARK ; Yong-Jin CHO ; Jong-Moo PARK ; Kwang-Yeol PARK ; Kyung Bok LEE ; Soo Joo LEE ; Tackeun KIM ; Ji Sung LEE ; Juneyoung LEE ; Ki Hwa YANG ; Ah Rum CHOI ; Mi Yeon KANG ; Hee-Joon BAE
Journal of Korean Medical Science 2020;35(20):e167-
Background:
This study aimed to describe the current status of acute stroke care in Korea and explore disparities among hospitals and regions.
Methods:
The 2013 and 2014 national stroke audit data and the national health insurance claims data were linked and used for this study. Stroke patients hospitalized via emergency rooms within 7 days of stroke onset were selected.
Results:
A total of 19,608 patients treated in 216 hospitals were analyzed. Among them 76% had ischemic stroke; 15%, intracerebral hemorrhage (ICH); and 9%, subarachnoid hemorrhage (SAH). Of the hospitals, 31% provided inpatient stroke unit care. Ambulances were used in 56% of cases, and the median interval from onset to arrival was 4.5 hours. One-quarter of patients were referred from other hospitals. Intravenous thrombolysis (IVT) and endovascular treatment (EVT) rates were 11% and 4%, respectively. Three-quarters of the analyzed hospitals provided IVT and/or EVT, whereas 47% of hospitals providing IVT and 67% of hospitals providing EVT had less than one case per month. Decompressive surgery was performed on 28% of ICH patients, and clipping and coiling were performed in 17.2% and 14.3% of SAH patients, respectively. There were noticeable regional disparities between the various interventions, ambulance use, arrival time, and stroke unit availability.
Conclusion
This study describes the current status of acute stroke care in Korea. Despite quite acceptable quality of stroke care, it suggests regional and hospital disparities. Expansion of stroke units, stroke center certification or accreditation, and connections between stroke centers and emergency medical services are highly recommended.
7.Routing to Endovascular Treatment of Ischemic Stroke in Korea: Recognition of Need for Process Improvement
Jihoon KANG ; Seong-Eun KIM ; Hong-Kyun PARK ; Yong-Jin CHO ; Jun Yup KIM ; Keon-Joo LEE ; Jong-Moo PARK ; Kwang-Yeol PARK ; Kyung Bok LEE ; Soo Joo LEE ; Ji Sung LEE ; Juneyoung LEE ; Ki Hwa YANG ; Ah Rum CHOI ; Mi Yeon KANG ; Nack-Cheon CHOI ; Philip B. GORELICK ; Hee-Joon BAE
Journal of Korean Medical Science 2020;35(41):e347-
Background:
To track triage, routing, and treatment status regarding access to endovascular treatment (EVT) after acute ischemic stroke (AIS) at a national level.
Methods:
From national stroke audit data, potential candidates for EVT arriving within 6 hours with National Institute of Health Stroke Scale score of ≥ 7 were identified. Acute care hospitals were classified as thrombectomy-capable hospitals (TCHs, ≥ 15 EVT cases/year) or primary stroke hospital (PSH, < 15 cases/year), and patients' initial routes and subsequent inter-hospital transfer were described. Impact of initial routing to TCHs vs. PSHs on EVT and clinical outcomes were analyzed using multilevel generalized mixed effect models.
Results:
Out of 14,902 AIS patients, 2,180 (14.6%) were EVT candidates. Eighty-one percent of EVT candidates were transported by ambulance, but only one-third were taken initially to TCHs. Initial routing to TCHs was associated with greater chances of receiving EVT compared to initial routing to PSHs (33.3% vs 12.1%, P < 0.001; adjusted odds ratio [aOR], 2.21; 95% confidence interval [CI], 1.59–2.92) and favorable outcome (38.5% vs. 28.2%, P < 0.001; aOR, 1.52; 95% CI, 1.16–2.00). Inter-hospital transfers to TCHs occurred in 17.4% of those initially routed to a PSH and was associated with the greater chance of EVT compared to remaining at PSHs (34.8% vs. 7.5%, P < 0.001), but not with better outcomes.
Conclusion
Two-thirds of EVT candidates were initially routed to PSHs despite greater chance of receiving EVT and having favorable outcomes if routed to a TCH in Korea. Process improvement is needed to direct appropriate patients to TCHs.
8.Executive Summary of Stroke Statistics in Korea 2018: A Report from the Epidemiology Research Council of the Korean Stroke Society
Jun Yup KIM ; Kyusik KANG ; Jihoon KANG ; Jaseong KOO ; Dae Hyun KIM ; Beom Joon KIM ; Wook Joo KIM ; Eung Gyu KIM ; Jae Guk KIM ; Jeong Min KIM ; Joon Tae KIM ; Chulho KIM ; Hyun Wook NAH ; Kwang Yeol PARK ; Moo Seok PARK ; Jong Moo PARK ; Jong Ho PARK ; Tai Hwan PARK ; Hong Kyun PARK ; Woo Keun SEO ; Jung Hwa SEO ; Tae Jin SONG ; Seong Hwan AHN ; Mi Sun OH ; Hyung Geun OH ; Sungwook YU ; Keon Joo LEE ; Kyung Bok LEE ; Kijeong LEE ; Sang Hwa LEE ; Soo Joo LEE ; Min Uk JANG ; Jong Won CHUNG ; Yong Jin CHO ; Kang Ho CHOI ; Jay Chol CHOI ; Keun Sik HONG ; Yang Ha HWANG ; Seong Eun KIM ; Ji Sung LEE ; Jimi CHOI ; Min Sun KIM ; Ye Jin KIM ; Jinmi SEOK ; Sujung JANG ; Seokwan HAN ; Hee Won HAN ; Jin Hyuk HONG ; Hyori YUN ; Juneyoung LEE ; Hee Joon BAE
Journal of Stroke 2019;21(1):42-59
Despite the great socioeconomic burden of stroke, there have been few reports of stroke statistics in Korea. In this scenario, the Epidemiologic Research Council of the Korean Stroke Society launched the “Stroke Statistics in Korea” project, aimed at writing a contemporary, comprehensive, and representative report on stroke epidemiology in Korea. This report contains general statistics of stroke, prevalence of behavioral and vascular risk factors, stroke characteristics, pre-hospital system of care, hospital management, quality of stroke care, and outcomes. In this report, we analyzed the most up-to-date and nationally representative databases, rather than performing a systematic review of existing evidence. In summary, one in 40 adults are patients with stroke and 232 subjects per 100,000 experience a stroke event every year. Among the 100 patients with stroke in 2014, 76 had ischemic stroke, 15 had intracerebral hemorrhage, and nine had subarachnoid hemorrhage. Stroke mortality is gradually declining, but it remains as high as 30 deaths per 100,000 individuals, with regional disparities. As for stroke risk factors, the prevalence of smoking is decreasing in men but not in women, and the prevalence of alcohol drinking is increasing in women but not in men. Population-attributable risk factors vary with age. Smoking plays a role in young-aged individuals, hypertension and diabetes in middle-aged individuals, and atrial fibrillation in the elderly. About four out of 10 hospitalized patients with stroke are visiting an emergency room within 3 hours of symptom onset, and only half use an ambulance. Regarding acute management, the proportion of patients with ischemic stroke receiving intravenous thrombolysis and endovascular treatment was 10.7% and 3.6%, respectively. Decompressive surgery was performed in 1.4% of patients with ischemic stroke and in 28.1% of those with intracerebral hemorrhage. The cumulative incidence of bleeding and fracture at 1 year after stroke was 8.9% and 4.7%, respectively. The direct costs of stroke were about ₩1.68 trillion (KRW), of which ₩1.11 trillion were for ischemic stroke and ₩540 billion for hemorrhagic stroke. The great burden of stroke in Korea can be reduced through more concentrated efforts to control major attributable risk factors for age and sex, reorganize emergency medical service systems to give patients with stroke more opportunities for reperfusion therapy, disseminate stroke unit care, and reduce regional disparities. We hope that this report can contribute to achieving these tasks.
Adult
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Aged
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Alcohol Drinking
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Ambulances
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Atrial Fibrillation
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Cerebral Hemorrhage
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Emergency Medical Services
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Emergency Service, Hospital
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Epidemiology
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Female
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Hemorrhage
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Hope
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Humans
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Hypertension
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Incidence
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Korea
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Male
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Mortality
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Prevalence
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Reperfusion
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Risk Factors
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Smoke
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Smoking
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Stroke
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Subarachnoid Hemorrhage
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Writing
9.Intraoperative Frozen Cytology of Central Nervous System Neoplasms: An Ancillary Tool for Frozen Diagnosis
Myunghee KANG ; Dong Hae CHUNG ; Na Rae KIM ; Hyun Yee CHO ; Seung Yeon HA ; Sangho LEE ; Jungsuk AN ; Jae Yeon SEOK ; Gie Taek YIE ; Chan Jong YOO ; Sang Gu LEE ; Eun Young KIM ; Woo Kyung KIM ; Seong SON ; Sun Jin SYM ; Dong Bok SHIN ; Hee Young HWANG ; Eung Yeop KIM ; Kyu Chan LEE
Journal of Pathology and Translational Medicine 2019;53(2):104-111
BACKGROUND: Pathologic diagnosis of central nervous system (CNS) neoplasms is made by comparing light microscopic, immunohistochemical, and molecular cytogenetic findings with clinicoradiologic observations. Intraoperative frozen cytology smears can improve the diagnostic accuracy for CNS neoplasms. Here, we evaluate the diagnostic value of cytology in frozen diagnoses of CNS neoplasms. METHODS: Cases were selected from patients undergoing both frozen cytology and frozen sections. Diagnostic accuracy was evaluated. RESULTS: Four hundred and fifty-four cases were included in this retrospective single-center review study covering a span of 10 years. Five discrepant cases (1.1%) were found after excluding 53 deferred cases (31 cases of tentative diagnosis, 22 cases of inadequate frozen sampling). A total of 346 cases of complete concordance and 50 cases of partial concordance were classified as not discordant cases in the present study. Diagnostic accuracy of intraoperative frozen diagnosis was 87.2%, and the accuracy was 98.8% after excluding deferred cases. Discrepancies between frozen and permanent diagnoses (n = 5, 1.1%) were found in cases of nonrepresentative sampling (n = 2) and misinterpretation (n = 3). High concordance was observed more frequently in meningeal tumors (97/98, 99%), metastatic brain tumors (51/52, 98.1%), pituitary adenomas (86/89, 96.6%), schwannomas (45/47, 95.8%), high-grade astrocytic tumors (47/58, 81%), low grade astrocytic tumors (10/13, 76.9%), non-neoplastic lesions (23/36, 63.9%), in decreasing frequency. CONCLUSIONS: Using intraoperative cytology and frozen sections of CNS tumors is a highly accurate diagnostic ancillary method, providing subtyping of CNS neoplasms, especially in frequently encountered entities.
Brain Neoplasms
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Central Nervous System Neoplasms
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Central Nervous System
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Cytogenetics
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Diagnosis
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Frozen Sections
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Humans
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Meningeal Neoplasms
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Methods
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Neurilemmoma
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Pituitary Neoplasms
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Retrospective Studies
10.Evaluation of Validity and Reliability of Inertial Measurement Unit-Based Gait Analysis Systems.
Young Shin CHO ; Seong Ho JANG ; Jae Sung CHO ; Mi Jung KIM ; Hyeok Dong LEE ; Sung Young LEE ; Sang Bok MOON
Annals of Rehabilitation Medicine 2018;42(6):872-883
OBJECTIVE: To replace camera-based three-dimensional motion analyzers which are widely used to analyze body movements and gait but are also costly and require a large dedicated space, this study evaluates the validity and reliability of inertial measurement unit (IMU)-based systems by analyzing their spatio-temporal and kinematic measurement parameters. METHODS: The investigation was conducted in three separate hospitals with three healthy participants. IMUs were attached to the abdomen as well as the thigh, shank, and foot of both legs of each participant. Each participant then completed a 10-m gait course 10 times. During each gait cycle, the hips, knees, and ankle joints were observed from the sagittal, frontal, and transverse planes. The experiments were conducted with both a camerabased system and an IMU-based system. The measured gait analysis data were evaluated for validity and reliability using root mean square error (RMSE) and intraclass correlation coefficient (ICC) analyses. RESULTS: The differences between the RMSE values of the two systems determined through kinematic parameters ranged from a minimum of 1.83 to a maximum of 3.98 with a tolerance close to 1%. The results of this study also confirmed the reliability of the IMU-based system, and all of the variables showed a statistically high ICC. CONCLUSION: These results confirmed that IMU-based systems can reliably replace camera-based systems for clinical body motion and gait analyses.
Abdomen
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Ankle Joint
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Biomechanical Phenomena
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Foot
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Gait*
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Healthy Volunteers
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Hip
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Knee
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Leg
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Rehabilitation
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Reproducibility of Results*
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Thigh

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