Journal of Korean Neurosurgical Society最新文献

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Editors' Pick in January 2024. 2024 年 1 月编辑推荐。
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-12-29 DOI: 10.3340/jkns.2023.0254
Hee-Jin Yang
{"title":"Editors' Pick in January 2024.","authors":"Hee-Jin Yang","doi":"10.3340/jkns.2023.0254","DOIUrl":"10.3340/jkns.2023.0254","url":null,"abstract":"","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788559/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139048900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictive Factors of First-Pass Effect in Patients Who Underwent Successful Endovascular Thrombectomy for Emergent Large Vessel Occlusion. 成功实施血管内血栓切除术治疗急诊大血管闭塞患者的首通效果预测因素
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-07-10 DOI: 10.3340/jkns.2023.0072
In-Hyoung Lee, Jong-Il Choi, Sung-Kon Ha, Dong-Jun Lim
{"title":"Predictive Factors of First-Pass Effect in Patients Who Underwent Successful Endovascular Thrombectomy for Emergent Large Vessel Occlusion.","authors":"In-Hyoung Lee, Jong-Il Choi, Sung-Kon Ha, Dong-Jun Lim","doi":"10.3340/jkns.2023.0072","DOIUrl":"10.3340/jkns.2023.0072","url":null,"abstract":"<p><strong>Objective: </strong>The primary treatment goal of current endovascular thrombectomy (EVT) for emergent large-vessel occlusion (ELVO) is complete recanalization after a single maneuver, referred to as the 'first-pass effect' (FPE). Hence, we aimed to identify the predictive factors of FPE and assess its effect on clinical outcomes in patients with ELVO of the anterior circulation.</p><p><strong>Methods: </strong>Among the 129 patients who participated, 110 eligible patients with proximal ELVO (intracranial internal carotid artery and proximal middle cerebral artery) who achieved successful recanalization after EVT were retrospectively reviewed. A comparative analysis between patients who achieved FPE and all others (defined as a non-FPE group) was performed regarding baseline characteristics, clinical variables, and clinical outcomes. Multivariate logistic regression analyses were subsequently conducted for potential predictive factors with p<0.10 in the univariate analysis to determine the independent predictive factors of FPE.</p><p><strong>Results: </strong>FPE was achieved in 31 of the 110 patients (28.2%). The FPE group had a significantly higher level of functional independence at 90 days than did the non-FPE group (80.6% vs. 50.6%, p=0.002). Pretreatment intravenous thrombolysis (IVT) (odds ratio [OR], 3.179; 95% confidence interval [CI], 1.025-9.861; p=0.045), door-to-puncture (DTP) interval (OR, 0.959; 95% CI, 0.932-0.987; p=0.004), and the use of balloon guiding catheter (BGC) (OR, 3.591; 95% CI, 1.231-10.469; p=0.019) were independent predictive factors of FPE.</p><p><strong>Conclusion: </strong>In conclusion, pretreatment IVT, use of BGC, and a shorter DTP interval were positively associated with FPE, increasing the chance of acquiring better clinical outcomes.</p>","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788560/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9767046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Publication Trends in the Pelvic Parameter Related Literature between 1992 and 2022 : A Bibliometric Review. 1992年至2022年盆腔参数相关文献的出版趋势:文献计量学回顾。
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-12-01 DOI: 10.3340/jkns.2023.0047
Serdar Yüksel, Emre Özmen, Alican Barış, Esra Circi, Ozan Beytemür
{"title":"Publication Trends in the Pelvic Parameter Related Literature between 1992 and 2022 : A Bibliometric Review.","authors":"Serdar Yüksel, Emre Özmen, Alican Barış, Esra Circi, Ozan Beytemür","doi":"10.3340/jkns.2023.0047","DOIUrl":"10.3340/jkns.2023.0047","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to conduct a bibliometric analysis on pelvic parameter related research over the last 30 years, analyzing trends, hotspots, and influential works within this field.</p><p><strong>Methods: </strong>A comprehensive Web of Science database search was performed. The search yielded 3249 results, focusing on articles and reviews published from 1992 to 2022 in English. Data was analyzed using CiteSpace and VOSviewer for keyword, authorship, and citation burst analysis, co-citation analysis, and clustering.</p><p><strong>Results: </strong>The number of publications and citations related to pelvic parameters has increased exponentially over the last 30 years. The USA leads in publication count with 1003 articles. Top publishing journals include the European Spine Journal, Spine, and Journal of Neurosurgery: Spine, with significant contributions by Schwab, Lafage V, and Protoptaltis. The most influential articles were identified using centrality and sigma values, indicating their role as key articles within the field. Research hotspots included spinal deformity, total hip arthroplasty, and sagittal alignment.</p><p><strong>Conclusion: </strong>Interest in pelvic parameter related research has grown significantly over the last three decades, indicating its relevance in modern orthopedics. The most influential works within this field have contributed to our understanding of spinal deformity, pelvic incidence, and their relation to total hip arthroplasty. This study provides a comprehensive overview of the trends and influential research in the field of pelvic parameters.</p>","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788557/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138460334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk Factor Analysis of Cryopreserved Autologous Bone Flap Resorption in Adult Patients Undergoing Cranioplasty with Volumetry Measurement Using Conventional Statistics and Machine-Learning Technique. 利用传统统计学和机器学习技术对接受颅骨成形术并进行容积测量的成人患者低温保存自体骨瓣吸收的风险因素进行分析
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-09-15 DOI: 10.3340/jkns.2023.0143
Yohan Son, Jaewoo Chung
{"title":"Risk Factor Analysis of Cryopreserved Autologous Bone Flap Resorption in Adult Patients Undergoing Cranioplasty with Volumetry Measurement Using Conventional Statistics and Machine-Learning Technique.","authors":"Yohan Son, Jaewoo Chung","doi":"10.3340/jkns.2023.0143","DOIUrl":"10.3340/jkns.2023.0143","url":null,"abstract":"<p><strong>Objective: </strong>Decompressive craniectomy (DC) with duroplasty is one of the common surgical treatments for life-threatening increased intracranial pressure (ICP). Once ICP is controlled, cranioplasty (CP) with reinsertion of the cryopreserved autologous bone flap or a synthetic implant is considered for protection and esthetics. Although with the risk of autologous bone flap resorption (BFR), cryopreserved autologous bone flap for CP is one of the important material due to its cost effectiveness. In this article, we performed conventional statistical analysis and the machine learning technique understand the risk factors for BFR.</p><p><strong>Methods: </strong>Patients aged >18 years who underwent autologous bone CP between January 2015 and December 2021 were reviewed. Demographic data, medical records, and volumetric measurements of the autologous bone flap volume from 94 patients were collected. BFR was defined with absolute quantitative method (BFR-A) and relative quantitative method (BFR%). Conventional statistical analysis and random forest with hyper-ensemble approach (RF with HEA) was performed. And overlapped partial dependence plots (PDP) were generated.</p><p><strong>Results: </strong>Conventional statistical analysis showed that only the initial autologous bone flap volume was statistically significant on BFR-A. RF with HEA showed that the initial autologous bone flap volume, interval between DC and CP, and bone quality were the factors with most contribution to BFR-A, while, trauma, bone quality, and initial autologous bone flap volume were the factors with most contribution to BFR%. Overlapped PDPs of the initial autologous bone flap volume on the BRF-A crossed at approximately 60 mL, and a relatively clear separation was found between the non-BFR and BFR groups. Therefore, the initial autologous bone flap of over 60 mL could be a possible risk factor for BFR.</p><p><strong>Conclusion: </strong>From the present study, BFR in patients who underwent CP with autologous bone flap might be inevitable. However, the degree of BFR may differ from one to another. Therefore, considering artificial bone flaps as implants for patients with large DC could be reasonable. Still, the risk factors for BFR are not clearly understood. Therefore, chronological analysis and pathophysiologic studies are needed.</p>","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788544/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10234215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Current Concepts in the Treatment of Traumatic C2 Vertebral Fracture : A Literature Review. 治疗外伤性 C2 椎骨骨折的当前概念:文献综述。
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-07-18 DOI: 10.3340/jkns.2023.0098
Subum Lee, Junseok W Hur, Younggyu Oh, Sungjae An, Gi-Yong Yun, Jae-Min Ahn
{"title":"Current Concepts in the Treatment of Traumatic C2 Vertebral Fracture : A Literature Review.","authors":"Subum Lee, Junseok W Hur, Younggyu Oh, Sungjae An, Gi-Yong Yun, Jae-Min Ahn","doi":"10.3340/jkns.2023.0098","DOIUrl":"10.3340/jkns.2023.0098","url":null,"abstract":"<p><p>The integrity of the high cervical spine, the transition zone from the brainstem to the spinal cord, is crucial for survival and daily life. The region protects the enclosed neurovascular structure and allows a substantial portion of the head motion. Injuries of the high cervical spine are frequent, and the fractures of the C2 vertebra account for approximately 17-25% of acute cervical fractures. We review the two major types of C2 vertebral fractures, odontoid fracture and Hangman's fracture. For both types of fractures, favorable outcomes could be obtained if the delicately selected conservative treatment is performed. In odontoid fractures, as the most common fracture on the C2 vertebrae, anterior screw fixation is considered first for type II fractures, and C1-2 fusion is suggested when nonunion is a concern or occurs. Hangman's fractures are the second most common fracture. Many stable extension type I and II fractures can be treated with external immobilization, whereas the predominant flexion type IIA and III fractures require surgical stabilization. No result proves that either anterior or posterior surgery is superior, and the surgeon should decide on the surgical method after careful consideration according to each clinical situation. This review will briefly describe the basic principles and current treatment concepts of C2 fractures.</p>","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788552/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9882605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trend of Intensive Care Unit Admission in Neurology-Neurosurgery Adult Patients in South Korea : A Nationwide Population-Based Cohort Study. 韩国神经内科-神经外科成人患者入住重症监护室的趋势:一项基于全国人口的队列研究。
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-08-09 DOI: 10.3340/jkns.2023.0082
Saeyeon Kim, Tak Kyu Oh, In-Ae Song, Young-Tae Jeon
{"title":"Trend of Intensive Care Unit Admission in Neurology-Neurosurgery Adult Patients in South Korea : A Nationwide Population-Based Cohort Study.","authors":"Saeyeon Kim, Tak Kyu Oh, In-Ae Song, Young-Tae Jeon","doi":"10.3340/jkns.2023.0082","DOIUrl":"10.3340/jkns.2023.0082","url":null,"abstract":"<p><strong>Objective: </strong>We aimed to examine trends in critically ill neurology-neurosurgery (NNS) patients who were admitted to the intensive care unit (ICU) in South Korea and identify risk factors for in-hospital mortality after ICU admission in NNS patients.</p><p><strong>Methods: </strong>This nationwide population-based retrospective cohort study enrolled adult NNS adult patients admitted to the ICU from 2010 to 2019 extracted from the National Health Insurance Service in South Korea. The critically ill NNS patients were defined as those whose main admission departments were neurology or neurosurgery at ICU admission. The number of ICU admission, age, and total cost for hospitalization from 2010 to 2019 in critically ill NNS patients were examined as trend information. Moreover, multivariable logistic regression modeling was used to identify risk factors for in-hospital mortality among critically ill NNS patients.</p><p><strong>Results: </strong>We included 845474 ICU admission cases for 679376 critically ill NNS patients in South Korea between January 1, 2010 to December 31, 2019. The total number of ICU admissions among NNS patients was 79522 in 2010, which increased to 91502 in 2019. The mean age rose from 62.8 years (standard deviation [SD], 15.6) in 2010 to 66.6 years (SD, 15.2) in 2019, and the average total cost for hospitalization per each patient consistently increased from 6206.1 USD (SD, 5218.5) in 2010 to 10745.4 USD (SD, 10917.4) in 2019. In-hospital mortality occurred in 75455 patients (8.9%). Risk factors strongly associated with increased in-hospital mortality were the usage of mechanical ventilator (adjusted odds ratio [aOR], 19.83; 95% confidence interval [CI], 19.42-20.26; p<0.001), extracorporeal membrane oxygenation (aOR, 3.49; 95% CI, 2.42-5.02; p<0.001), and continuous renal replacement therapy (aOR, 6.47; 95% CI, 6.02-6.96; p<0.001). In addition, direct admission to ICU from the emergency room (aOR, 1.38; 95% CI, 1.36-1.41; p<0.001) and brain cancer as the main diagnosis (aOR, 1.30; 95% CI, 1.22-1.39; p<0.001) are also potential risk factors for increased in-hospital mortality.</p><p><strong>Conclusion: </strong>In South Korea, the number of ICU admissions increased among critically ill NNS patients from 2010 to 2019. The average age and total costs for hospitalization also increased. Some potential risk factors are found to increase in-hospital mortality among critically ill NNS patients.</p>","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788545/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9957376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Silent Embolic Infarction after Neuroform Atlas Stent-Assisted Coiling of Unruptured Intracranial Aneurysms. Neuroform Atlas 支架辅助卷曲未破裂颅内动脉瘤后的无声栓塞性梗塞。
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-09-01 DOI: 10.3340/jkns.2023.0091
Seungho Shin, Lee Hwangbo, Tae-Hong Lee, Jun Kyeung Ko
{"title":"Silent Embolic Infarction after Neuroform Atlas Stent-Assisted Coiling of Unruptured Intracranial Aneurysms.","authors":"Seungho Shin, Lee Hwangbo, Tae-Hong Lee, Jun Kyeung Ko","doi":"10.3340/jkns.2023.0091","DOIUrl":"10.3340/jkns.2023.0091","url":null,"abstract":"<p><strong>Objective: </strong>There is still controversy regarding whether neck remodeling stent affects the occurrence of silent embolic infarction (SEI) after aneurysm coiling. Thus, the aim of the present study is to investigate the incidence of SEI after stent-assisted coiling (SAC) using Neuroform Atlas Stent (NAS) and possible risk factors. This study also includes a comparison with simple coiling group during the same period to estimate the impact of NAS on the occurrence of SEI.</p><p><strong>Methods: </strong>This study included a total of 96 unruptured intracranial aneurysms in 96 patients treated with SAC using NAS. Correlations of demographic data, aneurysm characteristics, and angiographic parameters with properties of SEI were analyzed. The incidence and characteristics of SEI were investigated in 28 patients who underwent simple coiling during the same period, and the results were compared with the SAC group.</p><p><strong>Results: </strong>In the diffusion-weighted imaging obtained on the 1st day after SAC, a total of 106 SEI lesions were observed in 48 (50%) of 96 patients. Of these 48 patients, 38 (79.2%) had 1-3 lesions. Of 106 lesions, 74 (69.8%) had a diameter less than 3 mm. SEI occurred more frequently in older patients (≥60 years, p=0.013). The volume of SEI was found to be significantly increased in older age (≥60 years, p=0.032), hypertension (p=0.036), and aneurysm size ≥5 mm (p=0.047). The incidence and mean volume of SEI in the SAC group (n=96) were similar to those of the simple coiling group (n=28) during the same period.</p><p><strong>Conclusion: </strong>SEIs are common after NAS-assisted coiling. Their incidence in SAC was comparable to that in simple coiling. They occurred more frequently at an older age. Therefore, the use of NAS in the treatment of unruptured intracranial aneurysm does not seem to be associated with an increased risk of thromboembolic events if antiplatelet premedication has been performed well.</p>","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788554/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10518922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
"Island Hole" Dural Tenting Suture on the Temporal Craniotomy for the Prevention of Epidural Hemorrhage in the Surgical Treatment of Unruptured Intracranial Aneurysms. 在颞部开颅手术中使用 "岛孔 "硬膜张口缝合术预防硬膜外出血,用于未破裂颅内动脉瘤的手术治疗。
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-07-27 DOI: 10.3340/jkns.2023.0132
Minchang Kim, In-Chul Yang, Bum-Tae Kim
{"title":"\"Island Hole\" Dural Tenting Suture on the Temporal Craniotomy for the Prevention of Epidural Hemorrhage in the Surgical Treatment of Unruptured Intracranial Aneurysms.","authors":"Minchang Kim, In-Chul Yang, Bum-Tae Kim","doi":"10.3340/jkns.2023.0132","DOIUrl":"10.3340/jkns.2023.0132","url":null,"abstract":"","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788549/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10259396","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction Model for Unfavorable Outcome in Spontaneous Intracerebral Hemorrhage Based on Machine Learning. 基于机器学习的自发性脑出血不良后果预测模型
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-09-01 DOI: 10.3340/jkns.2023.0118
Shengli Li, Jianan Zhang, Xiaoqun Hou, Yongyi Wang, Tong Li, Zhiming Xu, Feng Chen, Yong Zhou, Weimin Wang, Mingxing Liu
{"title":"Prediction Model for Unfavorable Outcome in Spontaneous Intracerebral Hemorrhage Based on Machine Learning.","authors":"Shengli Li, Jianan Zhang, Xiaoqun Hou, Yongyi Wang, Tong Li, Zhiming Xu, Feng Chen, Yong Zhou, Weimin Wang, Mingxing Liu","doi":"10.3340/jkns.2023.0118","DOIUrl":"10.3340/jkns.2023.0118","url":null,"abstract":"<p><strong>Objective: </strong>The spontaneous intracerebral hemorrhage (ICH) remains a significant cause of mortality and morbidity throughout the world. The purpose of this retrospective study is to develop multiple models for predicting ICH outcomes using machine learning (ML).</p><p><strong>Methods: </strong>Between January 2014 and October 2021, we included ICH patients identified by computed tomography or magnetic resonance imaging and treated with surgery. At the 6-month check-up, outcomes were assessed using the modified Rankin Scale. In this study, four ML models, including Support Vector Machine (SVM), Decision Tree C5.0, Artificial Neural Network, Logistic Regression were used to build ICH prediction models. In order to evaluate the reliability and the ML models, we calculated the area under the receiver operating characteristic curve (AUC), specificity, sensitivity, accuracy, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR).</p><p><strong>Results: </strong>We identified 71 patients who had favorable outcomes and 156 who had unfavorable outcomes. The results showed that the SVM model achieved the best comprehensive prediction efficiency. For the SVM model, the AUC, accuracy, specificity, sensitivity, PLR, NLR, and DOR were 0.91, 0.92, 0.92, 0.93, 11.63, 0.076, and 153.03, respectively. For the SVM model, we found the importance value of time to operating room (TOR) was higher significantly than other variables.</p><p><strong>Conclusion: </strong>The analysis of clinical reliability showed that the SVM model achieved the best comprehensive prediction efficiency and the importance value of TOR was higher significantly than other variables.</p>","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788551/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10518923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recent Trends in the Withdrawal of Life-Sustaining Treatment in Patients with Acute Cerebrovascular Disease : 2017-2021. 急性脑血管病患者撤除维持生命治疗的最新趋势:2017-2021 年。
IF 1.6 4区 医学
Journal of Korean Neurosurgical Society Pub Date : 2024-01-01 Epub Date: 2023-07-14 DOI: 10.3340/jkns.2023.0074
Seung Hwan Kim, Ji Hwan Jang, Young Zoon Kim, Kyu Hong Kim, Taek Min Nam
{"title":"Recent Trends in the Withdrawal of Life-Sustaining Treatment in Patients with Acute Cerebrovascular Disease : 2017-2021.","authors":"Seung Hwan Kim, Ji Hwan Jang, Young Zoon Kim, Kyu Hong Kim, Taek Min Nam","doi":"10.3340/jkns.2023.0074","DOIUrl":"10.3340/jkns.2023.0074","url":null,"abstract":"<p><strong>Objective: </strong>The Act on Life-Sustaining Treatment (LST) decisions for end-of-life patients has been effective since February 2018. An increasing number of patients and their families want to withhold or withdraw from LST when medical futility is expected. This study aimed to investigate the status of the Act on LST decisions for patients with acute cerebrovascular disease at a single hospital.</p><p><strong>Methods: </strong>Between January 2017 and December 2021, 227 patients with acute cerebrovascular diseases, including hemorrhagic stroke (n=184) and ischemic stroke (n=43), died at the hospital. The study period was divided into the periods before and after the Act.</p><p><strong>Results: </strong>The duration of hospitalization decreased after the Act was implemented compared to before (15.9±16.1 vs. 11.2±18.6 days, p=0.127). The rate of obtaining consent for the LST plan tended to increase after the Act (139/183 [76.0%] vs. 27/44 [61.4%], p=0.077). Notably, none of the patients made an LST decision independently. Ventilator withdrawal was more frequently performed after the Act than before (52/183 [28.4%] vs. 0/44 [0%], p<0.001). Conversely, the rate of organ donation decreased after the Act was implemented (5/183 [2.7%] vs. 6/44 [13.6%], p=0.008). Refusal to undergo surgery was more common after the Act was implemented than before (87/149 [58.4%] vs. 15/41 [36.6%], p=0.021) among the 190 patients who required surgery.</p><p><strong>Conclusion: </strong>After the Act on LST decisions was implemented, the rate of LST withdrawal increased in patients with acute cerebrovascular disease. However, the decision to withdraw LST was made by the patient's family rather than the patient themselves. After the execution of the Act, we also observed an increased rate of refusal to undergo surgery and a decreased rate of organ donation. The Act on LST decisions may reduce unnecessary treatments that prolong end-of-life processes without a curative effect. However, the widespread application of this law may also reduce beneficial treatments and contribute to a decline in organ donation.</p>","PeriodicalId":16283,"journal":{"name":"Journal of Korean Neurosurgical Society","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10788555/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9778334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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