extremities

四肢
  • 文章类型: Journal Article
    腺苷酸与动物器官发育和肿瘤发生密切相关。Dally-like(Dlp),膜结合的磷脂酰肌醇蛋白聚糖,在果蝇的各种生物过程中起着关键作用。在这项研究中,我们观察到过量的Dlp会导致腿部畸形,特别是影响远端部分。因此,腿椎间盘收缩,经常表现出形态异常。此外,升高的Dlp水平诱导异位细胞死亡,没有明显的细胞增殖变化。此外,后室中的Dlp过表达显着改变了无翼(Wg)分布。我们观察到后房室内Wg分布明显扩大,伴随着前室的相应减少。似乎过量的Dlp引导Wg扩散至具有较高Dlp水平的细胞。此外,非远端(dll)基因,这对腿部造型至关重要,显著上调。值得注意的是,腊肠(dac)和同胸(hth)表达式,也是必不可少的腿部图案和发展,似乎只受到了可忽略的影响。基于这些发现,我们推测过量的Dlp可能导致果蝇远端腿区域的畸形,可能是通过它对WG分布的影响,dll表达和诱导细胞死亡。我们的研究促进了对果蝇腿发育中Dlp功能的理解。
    Glypicans are closely associated with organ development and tumorigenesis in animals. Dally-like (Dlp), a membrane-bound glypican, plays pivotal roles in various biological processes in Drosophila. In this study, we observed that an excess of Dlp led to the malformation of legs, particularly affecting the distal part. Accordingly, the leg disc was shrunken and frequently exhibited aberrant morphology. In addition, elevated Dlp levels induced ectopic cell death with no apparent cell proliferation changes. Furthermore, Dlp overexpression in the posterior compartment significantly altered Wingless (Wg) distribution. We observed a marked expansion of Wg distribution within the posterior compartment, accompanied by a corresponding decrease in the anterior compartment. It appears that excess Dlp guides Wg to diffuse to cells with higher Dlp levels. In addition, the distal-less (dll) gene, which is crucial for leg patterning, was up-regulated significantly. Notably, dachshund (dac) and homothorax (hth) expression, also essential for leg patterning and development, only appeared to be negligibly affected. Based on these findings, we speculate that excess Dlp may contribute to malformations of the distal leg region of Drosophila, possibly through its influence on Wg distribution, dll expression and induced cell death. Our research advances the understanding of Dlp function in Drosophila leg development.
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  • 文章类型: Journal Article
    目的:探讨重症监护病房(ICU)入院后7d内床旁超声检查脓毒症患者膈肌和肢体骨骼肌的动态变化及其与血尿素/肌酐比值(UCR)的相关性。
    方法:进行前瞻性观察性研究。选取2022年6月至2023年2月宁夏医科大学总医院ICU收治的55例脓毒症患者作为研究对象。一般信息,实验室指标[尿素,血清肌酐(SCr),和UCR]在ICU入院的第1、4和7天,并观察预后指标。床旁超声用于评估膈肌形态的动态变化[包括膈肌偏移(DE),吸气末隔膜厚度(DTei),和呼气末隔膜厚度(DTee)]在ICU入院的第1、4和7天,以及肢体骨骼肌(股四头肌)形态[包括股直肌层厚度(RF-MLT),中间肌-肌层厚度(VI-MLT),和股直肌横截面积(RF-CSA)]。计算膈肌增厚分数(DTF)和RF-CSA萎缩率,记录膈肌和肢体骨骼肌功能障碍的发生率。采用Pearson相关性分析ICU入住后7天各时间点膈肌、股四头肌超声形态学参数与UCR的相关性。
    结果:共纳入55例脓毒症患者,其中29例发生感染性休克。随着ICU住院时间的增加,脓毒症患者膈肌功能障碍的发生率先升高后降低(63.6%,69.6%,入住ICU的第1天、第4天和第7天的58.6%,分别),而肢体骨骼肌功能障碍的发生率呈上升趋势(入住ICU第4天和第7天分别为54.3%和62.1%,分别),在入住ICU的第4天和第7天同时发生的概率分别为32.6%和34.5%,分别。入住ICU第7天的UCR明显高于第1天[121.77(95.46,164.55)vs.97.00(70.26,130.50)],第7天的RF-CSA萎缩率明显高于第4天[%:-39.7(-52.4,-22.1)vs.-26.5(-40.2,-16.4)]。与第1天相比,第7天的RF-CSA显着降低[cm2:1.3(1.0,2.5)与2.1(1.7,2.9)],差异均有统计学意义(均P<0.05)。Pearson相关分析显示,ICU入住第7天的RF-CSA与当天的UCR呈负相关(r=-0.407,P=0.029)。
    结论:脓毒症患者膈肌功能障碍发生早,可得到改善。四肢骨骼肌功能障碍发生得相对较晚,进展缓慢。ICU入院第7天的RF-CSA可能是脓毒症患者肢体骨骼肌功能障碍的可靠指标。可作为ICU获得性肌无力(ICU-AW)早期识别和诊断的指标。脓毒症患者肌肉质量的持续丢失主要与持续的机体分解代谢有关,并在ICU中一周左右发生重大变化。
    OBJECTIVE: To investigate the dynamic changes of diaphragm and limb skeletal muscle in patients with sepsis by bedside ultrasound and their correlation with the ratio of blood urea/creatinine ratio (UCR) in 7 days after intensive care unit (ICU) admission.
    METHODS: A prospective observational study was conducted. A total of 55 patients with sepsis admitted to ICU of General Hospital of Ningxia Medical University from June 2022 to February 2023 were selected as the research objects. General information, laboratory indicators [urea, serum creatinine (SCr), and UCR] on days 1, 4, and 7 of ICU admission, and prognostic indicators were observed. Bedside ultrasound was used to assess the dynamic changes of diaphragm morphology [including diaphragmatic excursion (DE), end-inspiratory diaphragm thickness (DTei), and end-expiratory diaphragm thickness (DTee)] on days 1, 4, and 7 of ICU admission, as well as limb skeletal muscle (quadriceps femoris) morphology [including rectus femoris-muscle layer thickness (RF-MLT), vastus intermedius-muscle layer thickness (VI-MLT), and rectus femoris-cross sectional area (RF-CSA)]. Diaphragm thickening fraction (DTF) and RF-CSA atrophy rate were calculated, and the incidence of diaphragm and limb skeletal muscle dysfunction was recorded. The correlation between ultrasound morphological parameters of diaphragm and quadriceps and UCR at each time points in 7 days after ICU admission was analyzed by Pearson correlation.
    RESULTS: A total of 55 patients with sepsis were included, of which 29 were in septic shock. As the duration of ICU admission increased, the incidence of diaphragm dysfunction in patients with sepsis increased first and then decreased (63.6%, 69.6%, and 58.6% on days 1, 4, and 7 of ICU admission, respectively), while the incidence of limb skeletal muscle dysfunction showed an increasing trend (54.3% and 62.1% on days 4 and 7 of ICU admission, respectively), with a probability of simultaneous occurrence on days 4 and 7 of ICU admission were 32.6% and 34.5%, respectively. The UCR on day 7 of ICU admission was significantly higher than that on day 1 [121.77 (95.46, 164.55) vs. 97.00 (70.26, 130.50)], and RF-CSA atrophy rate on day 7 was significantly higher than that on day 4 [%: -39.7 (-52.4, -22.1) vs. -26.5 (-40.2, -16.4)]. RF-CSA was significantly lower on day 7 compared to day 1 [cm2: 1.3 (1.0, 2.5) vs. 2.1 (1.7, 2.9)], with all differences being statistically significant (all P < 0.05). Pearson correlation analysis showed that RF-CSA on day 7 of ICU admission was negatively associated with the UCR on the same day (r = -0.407, P = 0.029).
    CONCLUSIONS: Diaphragmatic dysfunction in patients with sepsis occurred early and can be improved. Limb skeletal muscle dysfunction occurred relatively later and progresses progressively. The RF-CSA on day 7 of ICU admission may be a reliable measure of limb skeletal muscle dysfunction in patients with sepsis, can be an indicator of early identification and diagnosis of ICU-acquired weakness (ICU-AW). Continuous loss of muscle mass occurring in septic patients is mainly associated with persistent organismal catabolism, and undergoes significant changes around a week in ICU.
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  • 文章类型: Case Reports
    手的异位移植仍然是一种罕见的,在创伤和截肢的选定病例中进行创新但有价值的手术。我们旨在描述一种使用对侧上肢两阶段异位植入的复杂手部重建新技术。在一次农业事故后,一名男性患者在前臂中部水平处的右上肢几乎完全撕脱,左手受到挤压伤。将右手掌异位移植到左下肢,并使用真空辅助敷料(VAC)对两个上肢进行清创。左手拇指最终死亡,无名指和小指有大的手掌软组织缺损,最终在两次单独的手术中使用异位移植的肢体节段进行了重建。患者术后恢复顺利,并设法恢复了重建手的保护性感觉和粗大运动功能。
    Ectopic transplantation of the hand remains a rare, innovative yet valuable operation in select cases of trauma and amputation. We aim to describe a novel technique of complex hand reconstruction using a two-stage ectopic implantation of the contralateral upper limb. A male patient with a near complete avulsion amputation of the right upper limb at the level of the mid-forearm and a crushing injury to his left hand was admitted after a farming accident. The right palm was ectopically transplanted to the left lower limb and both upper limbs underwent debridement with vacuum assisted dressings (VACs). There was eventual dieback of the left thumb, ring and little finger with a large palmar soft tissue defect that was eventually reconstructed using segments of the ectopically transplanted limb in two separate operations. The patient made an uneventful postoperative recovery and managed to regain protective sensation and gross motor function of his reconstructed hand.
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  • 文章类型: Journal Article
    目的:软骨肉瘤(CS)的临床诊断和外科治疗方法不断提高。我们研究的目的是评估微波消融(MWA)辅助降解疗法在四肢髓内软骨肉瘤手术治疗中的有效性,为CS的外科治疗提供新的参考和研究依据。
    方法:我们招募了36例接受MWA辅助长期刮宫的髓内CS患者。记录术前患者的人口统计学和临床数据。手术由医疗团队独立协助。对患者进行严格随访并评估肿瘤预后,放射学结果,肢体关节功能,疼痛,和并发症。
    结果:我们包括15名男性和21名女性(平均年龄:43.5±10.1)。病变的平均长度为8.1±2.5cm。根据术前影像学,临床表现,和穿刺活检的病理结果,初步诊断为CSI级28例,CSII级8例。术后随访无复发或转移。肌肉骨骼肿瘤协会平均得分为28.8±1.0,明显优于术前。继发性肩周炎和外展功能障碍发生在术后早期阶段的肱骨近端部分,但康复锻炼后恢复正常。继发性滑囊炎发生在膝关节在一些由于内固定装置用于治疗;然而,未观察到继发性骨关节炎和股骨头缺血性坏死。总的来说,肿瘤和功能预后令人满意。
    结论:MWA辅助降解疗法在髓内CS中的应用可以获得满意的肿瘤和功能预后。为CS的有限治疗提供了新的选择。
    OBJECTIVE: Clinical diagnosis and surgical treatment of chondrosarcoma (CS) are continuously improving. The purpose of our study is to evaluate the effectiveness of microwave ablation (MWA) assisted degradation therapy in the surgical treatment of intramedullary chondrosarcoma of the extremities, to provide a new reference and research basis for the surgical treatment of CS.
    METHODS: We recruited 36 patients with intramedullary CS who underwent MWA assisted extended curettage. Preoperative patient demographics and clinical data were recorded. Surgery was independently assisted by a medical team. Patients were followed up strictly and evaluated for oncological prognosis, radiological results, limb joint function, pain, and complications.
    RESULTS: We included 15 men and 21 women (mean age: 43.5 ± 10.1). The average length of the lesion was 8.1 ± 2.5 cm. Based on preoperative radiographic, clinical manifestations, and pathological results of puncture biopsy, 28 patients were preliminarily diagnosed with CS-grade I and eight patients with CS-grade II. No recurrence or metastasis occurred in the postoperative follow-up. The average Musculoskeletal Tumor Society score was 28.8 ± 1.0, significantly better than presurgery. Secondary shoulder periarthritis and abduction dysfunction occurred in early postoperative stage CS of the proximal humerus in some, but returned to normal after rehabilitation exercise. Secondary bursitis occurred at the knee joint in some due to the internal fixation device used in treatment; however, secondary osteoarthritis and avascular necrosis of the femoral head were not observed. Overall, oncological and functional prognoses were satisfactory.
    CONCLUSIONS: The application of MWA assisted degradation therapy in intramedullary CS can achieve satisfactory oncology and functional prognosis, providing a new option for the limited treatment of CS.
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  • 文章类型: Journal Article
    背景:坏死性筋膜炎(NF)是一种罕见但可能危及生命的软组织感染。这项研究的目的是评估在6小时内及时手术和住院死亡率之间的关系,并描述NF患者的趋势,手术时间和标准化死亡率(SMR)超过11年。
    方法:这是一个多中心,2008年4月1日至2019年3月31日在香港对所有因肢体NF在住院后24小时内接受急诊手术的重症监护病房患者进行回顾性队列研究.及时手术被定义为首次住院6小时内的首次手术治疗。如果在培养结果之前或当天给予患者针对所有记录的病原体的抗生素,则获得适当的抗生素。主要结果是医院死亡率。
    结果:有495名患者(中位年龄62岁,349(70.5%)男性)在11年内住院24小时内接受手术治疗的肢体NF。392例(79.2%)患者使用了适当的抗生素。有181人(36.5%)死亡。及时手术与住院死亡率无关(相对危险度0.89,95%CI:0.73-1.07),高龄,疾病的严重程度更高,合并症,肾脏替代疗法,血管加压药的使用,和手术类型是多变量模型中的重要预测因素。NF诊断呈上升趋势(1.9例/年,95%CI:0.7至3.1;P<0.01;R2=0.60),但中位手术时间没有下降趋势(-0.2h/年,95%CI:-0.4至0.1;P=0.16)或SMR(-0.02/年,95%CI:-0.06至0.01;P=0.22;R2=0.16)。
    结论:在24小时内手术的患者中,在6-12小时内进行非常早期的手术与生存率无关.每年报告的肢体NF病例有所增加,但尽管适当使用抗生素和及时进行手术干预的比率很高,但死亡率仍然很高。
    BACKGROUND: Necrotizing fasciitis (NF) is a rare but potentially life-threatening soft tissue infection. The objective of this study was to assess the association between timely surgery within 6 h and hospital mortality in patients with limb NF, and to describe the trends in patients with NF, time to surgery and standardized mortality ratio (SMR) over 11 years.
    METHODS: This was a multicenter, retrospective cohort study of all intensive care unit patients who had emergency surgery within 24 h of hospitalization for limb NF between April 1, 2008 and March 31, 2019 in Hong Kong. Timely surgery was defined as the first surgical treatment within 6 h of initial hospitalization. Appropriate antibiotics were achieved if the patient was given antibiotic(s) for all documented pathogens prior to or on day of culture results. The primary outcome was hospital mortality.
    RESULTS: There were 495 patients (median age 62 years, 349 (70.5%) males) with limb NF treated by surgery within 24 h of hospitalization over the 11 years. Appropriate antibiotic(s) were used in 392 (79.2%) patients. There were 181 (36.5%) deaths. Timely surgery was not associated with hospital mortality (Relative Risk 0.89, 95% CI: 0.73 to 1.07) but admission year, advanced age, higher severity of illness, comorbidities, renal replacement therapy, vasopressor use, and type of surgery were significant predictors in the multivariable model. There was an upward trend in NF diagnosis (1.9 cases/year, 95% CI: 0.7 to 3.1; P < 0.01; R2 = 0.60) but there was no downward trend in median time to surgery (-0.2 h/year, 95% CI: -0.4 to 0.1; P = 0.16) or SMR (-0.02/year, 95% CI: -0.06 to 0.01; P = 0.22; R2 = 0.16).
    CONCLUSIONS: Among patients operated within 24 h, very early surgery within 6-12 h was not associated with survival. Increasing limb NF cases were reported each year but mortality remained high despite a high rate of appropriate antibiotic use and timely surgical intervention.
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  • 文章类型: Journal Article
    本实验旨在探讨外固定器对开放性骨折的影响机制。本研究共纳入128例开放性胫腓骨骨折患者。根据入院先后顺序随机分为外固定架组(n=64)和对照组(n=64)。采用双盲对照观察。骨钙蛋白(BGP)的水平,β-CTX,P1NP,BALP,包括触珠蛋白(Hp),铜蓝蛋白(CER),血清促肾上腺皮质激素(ACTH),皮质醇(COR),C反应蛋白(CRP),记录不同组的白细胞(WBC)和白细胞介素-6(IL-6)。记录术后VAS评分及生活质量。采用Log-rank分析不同组间术后不良反应发生率的差异。外固定支架治疗增加BGP,PINP,和BALP表达和β-CTX降低,HP,CER,ACTH,COR,CRP,WBC,和IL-6水平。外固定支架组患者的VAS评分生活质量评分和不良事件发生率明显低于对照组。外固定支架通过促进骨代谢保护开放性骨折患者。
    This experiment aimed to explore the influence mechanism of external fixator on open fracture. A total of 128 patients with open tibiofibular fractures were included in this study. The patients were randomly divided into external fixator group (n=64) and control group (n=64) according to the order of admission. Double-blind controlled observation was used. The levels of osteocalcin (BGP), β-CTX, P1 NP, BALP, including haptoglobin (Hp), ceruloplasmin (CER), serum adrenocorticotropic hormone (ACTH), cortisol (COR), C-reactive protein (CRP), white blood cell (WBC) and interleukin-6 (IL-6) were recorded in different groups. The postoperative VAS score and quality of life were recorded. Log-rank was used to analyze the difference in postoperative adverse reaction rates among different groups. External fixation stent treatment increased BGP, PINP, and BALP expression and decreased β-CTX, Hp, CER, ACTH, COR, CRP, WBC, and IL-6 levels. Patients in the external fixation stent group had significantly lower VAS score quality of life scores and incidence of adverse events than the control group. External fixation stents protect open fracture patients by promoting bone metabolism.
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  • 文章类型: Journal Article
    背景:生物的再生能力在整个进化过程中下降,哺乳动物在受伤后缺乏再生四肢的能力。过去通过药物干预实现成功恢复的方法,组织工程,和细胞疗法面临重大挑战。
    目的:这篇综述旨在概述当前对动物肢体再生背后机制的理解以及这些机制对人体组织再生的成功转化。
    结果:特别注意墨西哥axolotl(Ambystomamexicanum),唯一能够肢体再生的成年四足动物。我们将探讨围绕肢体再生的基本问题,比如截肢如何引发再生,肢体如何知道何时停止以及要再生哪些部分,以及这些发现如何应用于哺乳动物系统。
    结论:鉴于迫切需要再生疗法来治疗糖尿病足溃疡和创伤幸存者等疾病,这篇综述为研究人员提供了有价值的见解和想法,临床医生,和生物医学工程师寻求促进再生过程或从部分再生事件中引发完全再生。
    BACKGROUND: The regenerative capacity of organisms declines throughout evolution, and mammals lack the ability to regenerate limbs after injury. Past approaches to achieving successful restoration through pharmacological intervention, tissue engineering, and cell therapies have faced significant challenges.
    OBJECTIVE: This review aims to provide an overview of the current understanding of the mechanisms behind animal limb regeneration and the successful translation of these mechanisms for human tissue regeneration.
    RESULTS: Particular attention was paid to the Mexican axolotl (Ambystoma mexicanum), the only adult tetrapod capable of limb regeneration. We will explore fundamental questions surrounding limb regeneration, such as how amputation initiates regeneration, how the limb knows when to stop and which parts to regenerate, and how these findings can apply to mammalian systems.
    CONCLUSIONS: Given the urgent need for regenerative therapies to treat conditions like diabetic foot ulcers and trauma survivors, this review provides valuable insights and ideas for researchers, clinicians, and biomedical engineers seeking to facilitate the regeneration process or elicit full regeneration from partial regeneration events.
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  • 文章类型: Journal Article
    从深度学习中导出的人体姿态估计(HPE)的目标旨在通过利用深度神经网络来准确估计和预测图像或视频中的人体姿态。然而,由于身体部位的部分遮挡和模型的感受野有限等因素,实时HPE任务的准确性仍有待提高。为了减轻这些问题造成的精度损失,本文提出了一种基于YOLOv8框架的实时HPE模型,称为CCAM-Person。具体来说,我们改进了YOLOv8x-pose实时HPE模型的主干和颈部,以缓解特征损失和接受场约束。其次,我们引入上下文协调注意力模块(CCAM)来增强模型对显著特征的关注,减少背景噪声干扰,缓解由肢体闭塞引起的关键点回归失败,提高了姿态估计的准确性。我们的方法在两个开源数据集的多个指标上获得了有竞争力的结果,MSCOCO2017和CrowdPose。与基线模型YOLOv8x-pose相比,CCAM-Person在两个数据集上提高了2.8%和3.5%的平均精度,分别。
    The objective of human pose estimation (HPE) derived from deep learning aims to accurately estimate and predict the human body posture in images or videos via the utilization of deep neural networks. However, the accuracy of real-time HPE tasks is still to be improved due to factors such as partial occlusion of body parts and limited receptive field of the model. To alleviate the accuracy loss caused by these issues, this paper proposes a real-time HPE model called CCAM - Person based on the YOLOv8 framework. Specifically, we have improved the backbone and neck of the YOLOv8x-pose real-time HPE model to alleviate the feature loss and receptive field constraints. Secondly, we introduce the context coordinate attention module (CCAM) to augment the model\'s focus on salient features, reduce background noise interference, alleviate key point regression failure caused by limb occlusion, and improve the accuracy of pose estimation. Our approach attains competitive results on multiple metrics of two open-source datasets, MS COCO 2017 and CrowdPose. Compared with the baseline model YOLOv8x-pose, CCAM-Person improves the average precision by 2.8% and 3.5% on the two datasets, respectively.
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  • 文章类型: Case Reports
    背景:产褥期败血症是一种由感染引起的危及生命的疾病,可迅速发展为多系统感染和毒素介导的休克。对称的外周坏疽被定义为在没有主要血管闭塞性疾病的两个或多个部位的对称的远端缺血性损伤。这种综合症是毁灭性的和罕见的。在这项研究中,我们介绍一例产褥期败血症并发对称性周围坏疽。
    方法:一名23岁妇女在妊娠39周时,在宫颈球囊扩张后阴道分娩了一名活的女婴。持续的高热在产后第一天发展。在经历了心室纤颤之后,急性肝功能衰竭,急性肺水肿,她在产后第5天四肢变黑。
    方法:产褥期败血症并发对称性周围坏疽。
    方法:转院后,患者被纳入重症监护病房,接受了抗感染和截肢手术.
    结果:手术后,病人恢复良好,并成功出院。
    结论:早期发现和及时治疗是降低产褥期脓毒症病死率和后遗症的最佳方法。当脓毒症患者出现肝功能损害时,医生应警惕合并对称外周坏疽的可能性。
    BACKGROUND: Puerperal sepsis is a life-threatening condition caused by infection that can rapidly progress to multisystem infection and toxin-mediated shock. Symmetrical peripheral gangrene is defined as symmetrical distal ischemic damage in two or more sites in the absence of major vascular occlusive disease. The syndrome is devastating and rare. In this study, we introduce a case of puerperal septicemia complicated by symmetrical peripheral gangrene.
    METHODS: A 23-year-old woman delivered a live female infant vaginally after cervical balloon dilatation at 39 weeks of gestation. Persistent hyperthermia developed on the first postpartum day. After experiencing ventricular fibrillation, acute liver failure, and acute pulmonary edema, she developed blackened extremities on the 5th postpartum day.
    METHODS: Puerperal septicemia complicated by symmetrical peripheral gangrene.
    METHODS: Upon transfer to our hospital, the patient was enrolled in the intensive care unit and underwent anti-infective and amputation surgery.
    RESULTS: After the surgery, the patient recovered well and was successfully discharged from the hospital.
    CONCLUSIONS: Early detection and timely treatment is the best way to reduce the mortality and sequelae of puerperal sepsis. Physicians should be alert to the possibility of comorbid symmetrical peripheral gangrene when sepsis patients present with hepatic impairment.
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  • 文章类型: Journal Article
    卵巢癌,一组异质性疾病,具有广泛的特征,在妇科恶性肿瘤中死亡率最高。准确、早期诊断卵巢癌具有重要意义。这里,我们介绍OvcaFinder,从基于超声图像的深度学习(DL)预测构建的可解释模型,放射科医生的卵巢附件报告和数据系统评分,和常规临床变量。OvcaFinder优于临床模型和DL模型,在内部和外部测试数据集中,曲线下面积(AUC)为0.978和0.947,分别。OvcaFinder的协助改善了放射科医师的AUC和读者之间的协议。平均AUC从0.927提高到0.977,从0.904提高到0.941,内部和外部测试数据集中的假阳性率分别降低了13.4%和8.3%,分别。这凸显了OvcaFinder提高诊断准确性的潜力,以及放射科医生在识别卵巢癌方面的一致性。
    Ovarian cancer, a group of heterogeneous diseases, presents with extensive characteristics with the highest mortality among gynecological malignancies. Accurate and early diagnosis of ovarian cancer is of great significance. Here, we present OvcaFinder, an interpretable model constructed from ultrasound images-based deep learning (DL) predictions, Ovarian-Adnexal Reporting and Data System scores from radiologists, and routine clinical variables. OvcaFinder outperforms the clinical model and the DL model with area under the curves (AUCs) of 0.978, and 0.947 in the internal and external test datasets, respectively. OvcaFinder assistance led to improved AUCs of radiologists and inter-reader agreement. The average AUCs were improved from 0.927 to 0.977 and from 0.904 to 0.941, and the false positive rates were decreased by 13.4% and 8.3% in the internal and external test datasets, respectively. This highlights the potential of OvcaFinder to improve the diagnostic accuracy, and consistency of radiologists in identifying ovarian cancer.
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