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Pre-Earthquake Ionospheric Anomalies of the Wenchuan Earthquake Studied with DEMETER Satellite 用DEMETER卫星研究汶川地震震前电离层异常
Q3 Multidisciplinary Pub Date : 2023-10-01 DOI: 10.1051/wujns/2023285441
Jingming LU, Yaogai HU, Chunhua JIANG, Zhengyu ZHAO, Yuannong ZHANG
The pre-earthquake ionospheric anomalies in Wenchuan, China (21°-41°N, 93°-113°E) are studied and analyzed using the summer nighttime data from 2005 to 2008 measured by DEMETER (Detection of Electro-Magnetic Emission Transmitted from Earthquake Regions) satellite detectors ICE (Internet Communications Engine), IAP (In Application Programming), and ISL (Interior Switching Link). In this paper, we take the 12 May 2008 Wenchuan earthquake as an example, use the spatial gridding method to construct the background field over the epicenter, analyze the background characteristics of very low frequency (VLF) electric field components, low-energy particle parameters, and plasma parameters, and define the perturbation intensity index of each parameter before the earthquake to extract each parameter anomaly in both space and time dimensions. The results show that the background values of some ionospheric parameters in the Wenchuan area are related to spatial distribution. Moreover, anomalous enhancement of low-frequency electric field power spectral density, H + concentration, He + concentration and ion concentration with different intensities and anomalous weakening of ion temperature were extracted in the fifteen days before the Wenchuan earthquake. After filtering the data to exclude external interference, such as solar activity, this paper concludes that there is some connection between these anomalies and the Wenchuan earthquake.
利用地震带电磁发射探测(DEMETER)卫星探测器ICE (Internet Communications Engine)、IAP (in Application Programming)和ISL (Interior Switching Link)卫星探测器2005 - 2008年夏季夜间观测数据,对中国汶川地区(21°-41°N, 93°-113°E)的震前电离层异常进行了研究和分析。本文以2008年5月12日汶川地震为例,采用空间网格化方法构建震中上方背景场,分析震源上甚低频(VLF)电场分量、低能粒子参数和等离子体参数的背景特征,定义震前各参数的扰动强度指数,提取各参数在空间和时间维度上的异常。结果表明,汶川地区部分电离层参数背景值与空间分布有关。此外,在汶川地震前15 d,提取了低频电场功率谱密度、H +浓度、He +浓度和离子浓度不同强度的异常增强和离子温度的异常减弱。在对数据进行过滤,排除太阳活动等外部干扰后,本文认为这些异常与汶川地震有一定的联系。
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引用次数: 0
Improved Hybrid Collaborative Fitering Algorithm Based on Spark Platform 基于Spark平台的改进混合协同滤波算法
Q3 Multidisciplinary Pub Date : 2023-10-01 DOI: 10.1051/wujns/2023285451
Zhen YOU, Hongwen HU, Yutao WANG, Jinyun XUE, Xinwu YI
An improved Hybrid Collaborative Filtering algorithm (H-CF) is proposed, addressing the issues of data sparsity, low recommendation accuracy, and poor scalability present in traditional collaborative filtering algorithms. The core of H-CF is a linear weighted hybrid algorithm based on the Latent Factor Model (LFM) and the Improved Item Clustering and Similarity Calculation Collaborative Filtering Algorithm (ITCSCF). To begin with, the items are clustered based on their attribute dimension, which accelerates the computation of the nearest neighbor set. Subsequently, H-CF enhances the formula for scoring similarity by penalizing popular items and optimizing unpopular items. This improvement enhances the rationality of scoring similarity and reduces the impact of data sparseness. Furthermore, a weighting function is employed to combine the various improved algorithms. The balance factor of the weighting function is dynamically adjusted to attain the optimal recommendation list. To address the real-time and scalability concerns, the algorithm leverages the Spark big data distributed cluster computing framework. Experiments were conducted using the public dataset MovieLens, where the improved algorithm's performance was compared against the algorithm before enhancement and the algorithm running on a single machine. The experimental results demonstrate that the improved algorithm outperforms in terms of data sparsity, recommendation personalization, accuracy, recall, and efficiency.
针对传统协同过滤算法存在的数据稀疏性、推荐精度低、可扩展性差等问题,提出了一种改进的混合协同过滤算法(H-CF)。H-CF的核心是基于潜在因素模型(LFM)和改进的项目聚类与相似度计算协同过滤算法(ITCSCF)的线性加权混合算法。首先,根据属性维度对项目进行聚类,加快了最近邻集的计算速度。随后,H-CF通过惩罚受欢迎的项目和优化不受欢迎的项目来增强相似性评分公式。这种改进增强了相似性评分的合理性,减少了数据稀疏性的影响。此外,采用加权函数对各种改进算法进行组合。动态调整权重函数的平衡因子,得到最优推荐列表。为了解决实时性和可扩展性问题,该算法利用了Spark大数据分布式集群计算框架。使用公共数据集MovieLens进行了实验,将改进后的算法与增强前的算法和在单机上运行的算法进行了比较。实验结果表明,改进后的算法在数据稀疏性、推荐个性化、准确率、召回率和效率等方面都有较好的表现。
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引用次数: 0
The Generators and Relations for Little q-Schur Algebra uk(3,5) 小q-Schur代数uk(3,5)的生成和关系
Q3 Multidisciplinary Pub Date : 2023-10-01 DOI: 10.1051/wujns/2023285385
Mingqiang LIU, Qian YANG
In this paper, we investigate the presentation for little q -Schur algebra [see formula in PDF] at odd roots. The Poincaré-Birkhoff-Witt (PBW) basis of [see formula in PDF] is obtained through the basis of q -Schur algebra [see formula in PDF]. Then we present a new set for generators and relations for [see formula in PDF] by PBW basis.
在本文中,我们研究了奇根下小q -Schur代数的表示[见公式]。通过q -Schur代数的基础[见公式]得到[见公式]的poincar - birkhoff - witt (PBW)基。然后在PBW的基础上给出了一个新的生成器和关系集[见公式]。
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引用次数: 0
Energy efficiency of the industrial sectors in Beijing-Tianjin-Hebei urban agglomeration: does technological gap matter? 京津冀城市群工业部门的能源效率:技术差距是否重要?
IF 5.8 Q3 Multidisciplinary Pub Date : 2022-07-01 Epub Date: 2022-03-08 DOI: 10.1007/s11356-021-17522-2
Xiaoling Ouyang, Qiuping Jian, Zhujun Jiang

As the political and technological innovation center of China, Beijing-Tianjin-Hebei urban agglomeration (BTHUA) is an important engine of national economic development. However, the BTHUA is faced with uneven industrial development and environmental pollution problems. Energy efficiency of the industrial sector, critical to energy conservation and environmental protection, is the key to achieving green economic transformation. For this reason, this study adopts the parametric meta-frontier approach to measure the industrial total-factor energy efficiency (TFEE) of the BTHUA, centering on the evaluation of regional technology gap ratio (TGR). Empirical results indicate that there are significant regional disparities of industrial TFEE in the BTHUA. In particular, industrial TFEE tends to be underestimated without considering technological heterogeneity in production technology. The TGRs of manufacturing cities, tourist cities, and the modernized metropolis (Beijing) are the highest among the region. On this basis, the influencing factors of industrial TFEE of the BTHUA are further accessed based on the fixed effects model and the Tobit model. This article verifies that the evaluation of TFEE in the BTHUA must take regional technological gap into account, and provides additional empirical evidence on how to promote coordinated regional industrial development and energy efficiency improvement.

作为中国的政治和科技创新中心,京津冀城市群(BTHUA)是国家经济发展的重要引擎。然而,京津冀城市群也面临着工业发展不均衡、环境污染等问题。工业领域的能效对节能环保至关重要,是实现绿色经济转型的关键。为此,本研究采用参数元前沿方法,以地区技术差距比(TGR)评价为核心,测度北京高校联盟(BTHUA)的工业全要素能源效率(TFEE)。实证结果表明,BTHUA 地区的工业全要素能效存在显著的地区差异。特别是,在不考虑生产技术异质性的情况下,工业技术差距比往往被低估。制造业城市、旅游城市和现代化大都市(北京)的 TGR 在区域内最高。在此基础上,基于固定效应模型和 Tobit 模型,进一步获取了北京-天津-河北工业总产值的影响因素。本文验证了北京高校联盟工业总能效评价必须考虑区域技术差距,并为如何促进区域工业协调发展和能效提升提供了更多实证依据。
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引用次数: 0
Tai Chi Program to Improve Glucose Control and Quality of Life for the Elderly With Type 2 Diabetes: A Meta-analysis. 太极计划改善 2 型糖尿病老人的血糖控制和生活质量:一项 Meta 分析。
IF 1.7 Q3 Multidisciplinary Pub Date : 2022-01-01 DOI: 10.1177/00469580211067934
Yanmei Wang, Jianjun Yan, Peng Zhang, Pei Yang, Wenhui Zhang, Min Lu

Objective: To systematically evaluate the effects of Tai chi for improving elderly patients with type 2 diabetes.

Methods: According to PRISMA checklist, we conducted this standard meta-analysis. The multiple databases like Pubmed, Embase, and Cochrane databases were used to search for the relevant studies, and full-text articles involved in the evaluation of Tai chi in improving elderly patients with type 2 diabetes. Review manager 5.2 was adopted to estimate the effects of the results among selected articles. Forest plots, sensitivity analysis and funnel plot for the articles included were also conducted.

Results: Finally, 7 relevant studies were eventually satisfied the included criteria. We found that Tai chi group had lower glucose than control group (mean difference (MD)=-12.47, 95%CI [-21.20, -3.73], P=.005; I2 = 32%), Tai chi group had higher activities-specific balance confidence (ABC) scale than control group (MD =9.26 with 95%CI [6.68, 11.83], P < .001) and Tai chi group had higher single limb standing test score than control group (MD = 8.38, 95%CI [4.02, 12.74], P = .001). The study was robust and limited publication bias was observed in this study.

Conclusion: Since we found Tai chi had better performance than usual care in improving old diabetes patients' glucose and life quality, the study supports that Tai chi can help old diabetes patients from several aspects including disease indicators, independence and life quality.

目的系统评估太极拳对老年 2 型糖尿病患者的改善效果:根据 PRISMA 核对表,我们进行了这项标准荟萃分析。我们使用了 Pubmed、Embase 和 Cochrane 等多个数据库来搜索相关研究,以及涉及太极拳改善老年 2 型糖尿病患者的全文文章。采用 Review Manager 5.2 对所选文章的结果效果进行估计。此外,还对纳入的文章进行了森林图、敏感性分析和漏斗图分析:最终,7 项相关研究符合纳入标准。我们发现,太极拳组的血糖低于对照组(平均差(MD)=-12.47,95%CI [-21.20, -3.73],P=.005;I2 = 32%),太极拳组的活动特异性平衡信心(ABC)量表高于对照组(MD = 9.26,95%CI [6.68,11.83],P < .001),太极拳组的单肢站立测试得分高于对照组(MD = 8.38,95%CI [4.02,12.74],P = .001)。本研究结果稳健,发表偏倚有限:我们发现太极拳在改善老年糖尿病患者血糖和生活质量方面的效果优于常规护理,因此本研究支持太极拳可以从疾病指标、独立性和生活质量等多个方面帮助老年糖尿病患者。
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引用次数: 0
Myofunctional assessment for obstructive sleep apnea and the association with patterns of upper airway collapse: a preliminary study. 阻塞性睡眠呼吸暂停的肌功能评估以及与上气道塌陷模式的关联:初步研究。
IF 1 Q3 Multidisciplinary Pub Date : 2022-01-01 DOI: 10.5935/1984-0063.20220030
Fabiane Kayamori, Fabio Augusto Winckler Rabelo, Daniella Nazario, Eric Rodrigues Thuller, Esther Mandelbaum Gonçalves Bianchini

Objectives: To organize an assessment instrument with questionnaires and myofunctional orofacial/oropharyngeal assessment for OSA patients and correlate it with the upper airway obstructive site detected during drug-induced sleep endoscopy (DISE).

Material and methods: 29 OSA patients aged 22-65 years with an indication to undergo DISE to evaluate an alternative treatment to PAP and signed the consent form. Patients over 65 years old with maxillofacial deficiency and BMI>30 were excluded. The subjects answered the Pittsburgh, Berlin (snore), and Epworth questionnaires. The myofunctional orofacial/oropharyngeal assessment comprised soft palate, palatine pillars, and uvula (structure and mobility), tonsils (size), mandible (bony bases), hard palate (depth and width), tongue (posture, volume, width, and height), floor of mouth (mylohyoid), tongue suction and sustaining (mobility), "lowering of the back of the tongue" (stimulus), which were scored by three speech-language pathologists with expertise. DISE was scored according to VOTE classification. The statistical analysis (t-test) compared groups without and with obstruction in VOTE with questionnaires and myofunctional orofacial/oropharyngeal assessment.

Results: The following were significantly different: snoring frequency (p=0.03) with VOTE/velopharynx; intensity (p=0.02) and frequency of snoring (p=0.03) with VOTE/lateral wall of oropharynx; suction the tongue and sustain (p=0.02) with VOTE/velopharynx; hard palate depth (p=0.02) and width (p=0.05) with obstruction VOTE/epiglottis; tonsils volume (p=0.05) with VOTE/epiglottis; tongue posture (p=0.00) with obstruction VOTE/epiglottis; floor of the mouth (p=0.02) with VOTE/epiglottis.

Conclusion: Higher snoring frequency and intensity was observed in patients with obstruction at the velopharynx and oropharyngeal lateral wall. Obstruction at the velopharynx was associated with poor tongue ability to suck the tongue against the hard palate. Obstruction at the epiglottis had structural and functional associations, including the oropharyngeal lateral wall, affected by the palatine tonsils size, depth and width of the hard palate, tongue position, and flaccidity of the floor of mouth. Considering that this is a preliminary study, the data should be carefully verified and not generalized.

研究目的材料与方法:29 名年龄在 22-65 岁之间的 OSA 患者,均有接受 DISE 的指征,以评估 PAP 的替代治疗方法,并签署了同意书。排除了颌面部缺陷和体重指数大于 30 的 65 岁以上患者。受试者回答了匹兹堡、柏林(打鼾)和埃普沃斯问卷。口面部/咽部肌功能评估包括软腭、腭柱和悬雍垂(结构和活动度)、扁桃体(大小)、下颌骨(骨基)、硬腭(深度和宽度)、舌头(姿势、体积、宽度和高度)、口底(舌肌)、舌头的吸吮和维持(活动度)、"舌背下降"(刺激),由三位具有专业知识的语言病理学家进行评分。DISE 根据 VOTE 分类进行评分。统计分析(t 检验)通过问卷调查和口面部/咽部肌肉功能评估,比较了 VOTE 无阻塞组和有阻塞组:结果:VOTE/咽喉阻塞组和VOTE/口咽侧壁阻塞组在以下方面存在明显差异:打鼾频率(P=0.03);打鼾强度(P=0.02)和频率(P=0.03);吸舌和持续吸舌(P=0.02);硬腭深度(p=0.02)和宽度(p=0.05)与VOTE/会厌阻塞有关;扁桃体体积(p=0.05)与VOTE/会厌有关;舌头姿势(p=0.00)与VOTE/会厌阻塞有关;口底(p=0.02)与VOTE/会厌有关:结论:腭咽和口咽侧壁阻塞的患者打鼾频率和强度较高。会厌阻塞与舌头吸吮硬腭的能力差有关。会厌阻塞与结构和功能有关,包括口咽侧壁,受腭扁桃体大小、硬腭深度和宽度、舌头位置和口底松弛度的影响。考虑到这只是一项初步研究,数据应仔细核实,不能一概而论。
{"title":"Myofunctional assessment for obstructive sleep apnea and the association with patterns of upper airway collapse: a preliminary study.","authors":"Fabiane Kayamori, Fabio Augusto Winckler Rabelo, Daniella Nazario, Eric Rodrigues Thuller, Esther Mandelbaum Gonçalves Bianchini","doi":"10.5935/1984-0063.20220030","DOIUrl":"10.5935/1984-0063.20220030","url":null,"abstract":"<p><strong>Objectives: </strong>To organize an assessment instrument with questionnaires and myofunctional orofacial/oropharyngeal assessment for OSA patients and correlate it with the upper airway obstructive site detected during drug-induced sleep endoscopy (DISE).</p><p><strong>Material and methods: </strong>29 OSA patients aged 22-65 years with an indication to undergo DISE to evaluate an alternative treatment to PAP and signed the consent form. Patients over 65 years old with maxillofacial deficiency and BMI>30 were excluded. The subjects answered the Pittsburgh, Berlin (snore), and Epworth questionnaires. The myofunctional orofacial/oropharyngeal assessment comprised soft palate, palatine pillars, and uvula (structure and mobility), tonsils (size), mandible (bony bases), hard palate (depth and width), tongue (posture, volume, width, and height), floor of mouth (mylohyoid), tongue suction and sustaining (mobility), \"lowering of the back of the tongue\" (stimulus), which were scored by three speech-language pathologists with expertise. DISE was scored according to VOTE classification. The statistical analysis (t-test) compared groups without and with obstruction in VOTE with questionnaires and myofunctional orofacial/oropharyngeal assessment.</p><p><strong>Results: </strong>The following were significantly different: snoring frequency (p=0.03) with VOTE/velopharynx; intensity (p=0.02) and frequency of snoring (p=0.03) with VOTE/lateral wall of oropharynx; suction the tongue and sustain (p=0.02) with VOTE/velopharynx; hard palate depth (p=0.02) and width (p=0.05) with obstruction VOTE/epiglottis; tonsils volume (p=0.05) with VOTE/epiglottis; tongue posture (p=0.00) with obstruction VOTE/epiglottis; floor of the mouth (p=0.02) with VOTE/epiglottis.</p><p><strong>Conclusion: </strong>Higher snoring frequency and intensity was observed in patients with obstruction at the velopharynx and oropharyngeal lateral wall. Obstruction at the velopharynx was associated with poor tongue ability to suck the tongue against the hard palate. Obstruction at the epiglottis had structural and functional associations, including the oropharyngeal lateral wall, affected by the palatine tonsils size, depth and width of the hard palate, tongue position, and flaccidity of the floor of mouth. Considering that this is a preliminary study, the data should be carefully verified and not generalized.</p>","PeriodicalId":23976,"journal":{"name":"Wuhan University Journal of Natural Sciences","volume":"16 1","pages":"95-104"},"PeriodicalIF":1.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9153975/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74556956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The effectiveness of sensory stimulation therapy to strengthen the resilience of operating room nurses. 感官刺激疗法对增强手术室护士应变能力的效果。
Q3 Multidisciplinary Pub Date : 2016-10-26 DOI: 10.4102/curationis.v39i1.1590
Chantal Marais, Emmerentia Du Plessis, Magdalene P Koen

Background: Operating room (OR) nurses need to be resilient in order to cope with extreme demands in their workplace. This research focused on the effectiveness of sensory stimulation therapy (SST) to strengthen the resilience of nurses in the OR of a private hospital in the North West Province.

Purpose: The purpose was to determine the effectiveness of SST as an intervention to strengthen the resilience of OR nurses.

Design: A quasi-experimental design was used.

Method: The population consisted of OR nurses and ICU nurses at private hospitals in the North West Province. All-inclusive sampling was used. Forty-one OR nurses formed the intervention group. A pilot group (8 subjects, OR nurses), as well as a comparison group (23 subjects, ICU nurses), was also sampled. An intervention, namely SST, was implemented with the intervention group. The resilience of the intervention group, pilot group and comparison group was measured before and after the implementation of the SST by means of Wagnild and Young's resilience questionnaire. The intervention group also completed a self-report questionnaire on their needs and suggestions for SST and wrote short narratives on their experience of SST. Data were analysed using descriptive and inferential statistics, and by thematic coding.

Results: Results indicated a significant statistical increase in the intervention group's resilience levels. Results from the narratives confirmed that the intervention group's resilience may have been strengthened through SST.

Conclusion: SST has potential to strengthen the resilience of OR nurses.

背景:手术室(OR)护士需要具备抗压能力,以应对工作场所的极端需求。本研究的重点是感官刺激疗法(SST)对增强西北省一家私立医院手术室护士抗压能力的效果。目的:旨在确定 SST 作为一种干预措施对增强手术室护士抗压能力的效果:设计:采用准实验设计:研究对象包括西北省私立医院的手术室护士和重症监护室护士。采用全包式抽样。41 名手术室护士组成干预组。还抽取了一个试验组(8 名受试者,手术室护士)和一个对比组(23 名受试者,ICU 护士)。干预组实施了一项干预措施,即 SST。通过 Wagnild 和 Young 的复原力问卷,对干预组、试点组和对比组在实施 SST 前后的复原力进行了测量。干预组还填写了一份自我报告问卷,了解他们对 SST 的需求和建议,并撰写了简短的叙述,介绍他们的 SST 体验。数据分析采用了描述性和推论性统计方法,并进行了主题编码:结果:统计结果表明,干预组的复原力水平明显提高。叙述的结果证实,干预组的抗逆力可能通过 SST 得到了加强:结论:SST 有可能增强手术室护士的应变能力。
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引用次数: 0
In vivo MRI based prostate cancer localization with random forests and auto-context model. 利用随机森林和自动上下文模型进行基于核磁共振成像的前列腺癌活体定位。
IF 5.7 Q3 Multidisciplinary Pub Date : 2016-09-01 Epub Date: 2016-02-27 DOI: 10.1016/j.compmedimag.2016.02.001
Chunjun Qian, Li Wang, Yaozong Gao, Ambereen Yousuf, Xiaoping Yang, Aytekin Oto, Dinggang Shen

Prostate cancer is one of the major causes of cancer death for men. Magnetic resonance (MR) imaging is being increasingly used as an important modality to localize prostate cancer. Therefore, localizing prostate cancer in MRI with automated detection methods has become an active area of research. Many methods have been proposed for this task. However, most of previous methods focused on identifying cancer only in the peripheral zone (PZ), or classifying suspicious cancer ROIs into benign tissue and cancer tissue. Few works have been done on developing a fully automatic method for cancer localization in the entire prostate region, including central gland (CG) and transition zone (TZ). In this paper, we propose a novel learning-based multi-source integration framework to directly localize prostate cancer regions from in vivo MRI. We employ random forests to effectively integrate features from multi-source images together for cancer localization. Here, multi-source images include initially the multi-parametric MRIs (i.e., T2, DWI, and dADC) and later also the iteratively-estimated and refined tissue probability map of prostate cancer. Experimental results on 26 real patient data show that our method can accurately localize cancerous sections. The higher section-based evaluation (SBE), combined with the ROC analysis result of individual patients, shows that the proposed method is promising for in vivo MRI based prostate cancer localization, which can be used for guiding prostate biopsy, targeting the tumor in focal therapy planning, triage and follow-up of patients with active surveillance, as well as the decision making in treatment selection. The common ROC analysis with the AUC value of 0.832 and also the ROI-based ROC analysis with the AUC value of 0.883 both illustrate the effectiveness of our proposed method.

前列腺癌是导致男性癌症死亡的主要原因之一。磁共振(MR)成像作为前列腺癌定位的一种重要方式,正得到越来越多的应用。因此,利用自动检测方法在磁共振成像中定位前列腺癌已成为一个活跃的研究领域。针对这一任务提出了许多方法。然而,以前的大多数方法都只侧重于识别外周区(PZ)的癌症,或将可疑的癌症 ROI 划分为良性组织和癌症组织。而针对整个前列腺区域(包括中央腺体(CG)和过渡区(TZ))癌症定位的全自动方法却鲜有研究。在本文中,我们提出了一种新颖的基于学习的多源整合框架,可直接从活体磁共振成像中定位前列腺癌区域。我们采用随机森林有效地将多源图像的特征整合在一起,用于癌症定位。这里的多源图像包括最初的多参数 MRI(即 T2、DWI 和 dADC),以及后来迭代估计和改进的前列腺癌组织概率图。对 26 例真实患者数据的实验结果表明,我们的方法能准确定位癌变切片。较高的基于切片的评估(SBE)结合单个患者的 ROC 分析结果表明,所提出的方法在基于 MRI 的活体前列腺癌定位方面具有良好的前景,可用于指导前列腺活检、病灶治疗计划中的肿瘤靶向、主动监测患者的分流和随访以及治疗选择决策。普通 ROC 分析的 AUC 值为 0.832,基于 ROI 的 ROC 分析的 AUC 值为 0.883,这两个结果都说明了我们提出的方法的有效性。
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引用次数: 0
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Wuhan University Journal of Natural Sciences
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