Radiographs

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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    修复牙科中先进程序的最终目标是基于con突引导的精确再现来构造假体。
    为了比较使用锥形束计算机断层扫描(CBCT)获得的矢状髁倾斜度,全景图像,和两个铰接系统。
    在20-40岁年龄段的20名牙齿患者中进行了一项横断面研究。
    使用突出的咬合间记录在两个半可调式咬合器(HanauWideVue和DenarMark320)上测量矢状髁引导角(SCGA)。还在CBCT扫描(CBCT重建的全景图像和CBCT矢状横截面)和从患者获得的全景图像上测量了SCGA。通过连接两条线在射线照片上确定角度:法兰克福的水平面和另一个平面是通过连接关节盂窝的最高点和关节隆起的最低点绘制的。所有测量由两个操作者独立地进行两次。
    使用配对t检验和Pearson相关系数对数据进行分析,P≤0.05。
    在任何组中,右侧和左侧之间都没有显着差异(P≥0.05)。此外,两种临床方法间差异无统计学意义(P≥0.05)。然而,临床和影像学方法之间存在显着差异(P≤0.05)。此外,临床和影像学方法之间有很强的相关性,Pearson相关系数大于0.67。
    临床和放射学方法之间存在很强的相关性。因此,CBCT和OPG可以作为临床方法的辅助手段,用于记录矢状髁引导。
    UNASSIGNED: The ultimate goal of advanced procedures in prosthetic dentistry is to construct a prosthesis based on the accurate reproduction of condylar guidance.
    UNASSIGNED: To compare the sagittal condylar inclination obtained using the cone-beam computed tomography (CBCT), panoramic image, and two articulator systems.
    UNASSIGNED: A cross-sectional study was carried out in 20 dentate patients in the age group of 20-40 years.
    UNASSIGNED: Sagittal condylar guidance angles (SCGAs) were measured on two semi-adjustable articulators (Hanau Wide Vue and Denar Mark 320) using protrusive interocclusal record. SCGAs were also measured on the CBCT scans (CBCT reconstructed panoramic image and CBCT sagittal cross section) and the panoramic images obtained from the patients. The angles were determined on the radiographs by joining two lines: Frankfort\'s horizontal plane and the other plane were drawn by connecting the superior-most point on the glenoid fossa and the inferior-most point on the articular eminence. All the measurements were done twice by two operators independently.
    UNASSIGNED: The data were analyzed using the paired t-test and Pearson\'s correlation coefficient with a P ≤ 0.05.
    UNASSIGNED: There was no significant difference between the right and the left side in any of the groups (P ≥ 0.05). In addition, there was no significant difference between the clinical methods (P ≥ 0.05). However, there was a significant difference between the clinical and the radiographic methods (P ≤ 0.05). Furthermore, there was a strong correlation between the clinical and radiographic methods with Pearson\'s Correlation coefficient above 0.67.
    UNASSIGNED: There is a strong correlation between the clinical and radiographic methods. Thus, CBCT and OPG can be used an adjunct to clinical methods to record sagittal condylar guidance.
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  • 文章类型: Journal Article
    翻修全髋关节置换术(rTHA)提出了重大挑战,特别是严重髋臼骨缺损患者。传统的治疗方案往往不足,导致定制3D打印髋臼植入物的出现。植入物定位的准确评估对于确保最佳的术后结果和向手术团队提供反馈至关重要。这个单一中心,回顾性队列研究评估标准2DX线片与3DCT扫描在评估这些植入物定位方面的准确性,旨在确定2D成像是否可以作为术后评估的可行替代方案。我们使用对齐技术分析了7例严重髋臼缺损(Poprosky≥IIIA型)的rTHA患者的植入物位置,该技术将术后2DX射线照片与术前CT计划相结合。两名独立调查员,一个没有经验,一个有经验,用两种成像方式测量定位精度。测量包括从术前模板植入位置在颅尾(CC)的平移移位,内侧外侧(LM),和腹背(VD)方向,以及前倾(AV)和倾斜度(INCL)的旋转差异。研究表明,二维X光片,当与术前CT数据对齐时,可以准确地评估植入物的位置,其精度几乎与3DCT扫描相当。在CC和LM方向观察到的偏差分别为1.4mm和2.7mm,分别,使用2D成像,AV中3.6°和INCL中0.7°,均在临床可接受范围内。对于3DCT评估,平均观察者间的变异性对于平移位移高达0.9毫米,对于旋转为1.4°,而对于2D对齐,观察者的平移和旋转差异为1.4毫米和3.2°,分别。对两位研究者的平均结果进行比较分析,跨所有维度(CC,LM,AV,和INCL)用于2D和3D匹配,没有显著差异。总之,常规的骨盆前后二维X线照片可以充分确定定制的髋臼植入物在rTHA中的位置。这表明2D射线照相是3DCT扫描的可行替代方法,有可能加强先进植入技术的实施和质量控制。
    Revision total hip arthroplasty (rTHA) presents significant challenges, particularly in patients with severe acetabular bone defects. Traditional treatment options often fall short, leading to the emergence of custom-made 3D-printed acetabular implants. Accurate assessment of implant positioning is crucial for ensuring optimal postoperative outcomes and for providing feedback to the surgical team. This single-center, retrospective cohort study evaluates the accuracy of standard 2D radiographs versus 3D CT scans in assessing the positioning of these implants, aiming to determine if 2D imaging could serve as a viable alternative for the postoperative evaluation. We analyzed the implant positions of seven rTHA patients with severe acetabular defects (Paprosky ≥ Type IIIA) using an alignment technique that integrates postoperative 2D radiographs with preoperative CT plans. Two independent investigators, one inexperienced and one experienced, measured the positioning accuracy with both imaging modalities. Measurements included translational shifts from the preoperatively templated implant position in the craniocaudal (CC), lateromedial (LM), and ventrodorsal (VD) directions, as well as rotational differences in anteversion (AV) and inclination (INCL). The study demonstrated that 2D radiographs, when aligned with preoperative CT data, could accurately assess implant positions with precision nearly comparable to that of 3D CT scans. Observed deviations were 1.4 mm and 2.7 mm in CC and LM directions, respectively, and 3.6° in AV and 0.7° in INCL using 2D imaging, all within clinically acceptable ranges. For 3D CT assessments, mean interobserver variability was up to 0.9 mm for translational shifts and 1.4° for rotation, while for 2D alignment, observer differences were 1.4 mm and 3.2° for translation and rotation, respectively. Comparative analysis of mean results from both investigators, across all dimensions (CC, LM, AV, and INCL) for 2D and 3D matching, showed no significant differences. In conclusion, conventional anteroposterior 2D radiographs of the pelvis can sufficiently determine the positioning of custom-made acetabular implants in rTHA. This suggests that 2D radiography is a viable alternative to 3D CT scans, potentially enhancing the implementation and quality control of advanced implant technologies.
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  • 文章类型: Journal Article
    在精心挑选的膝关节外翻患者中,股骨远端截骨术(DFO)可以在中长期随访中改善症状,减少骨关节炎进展。迄今为止,目前文献中没有关于术后关节线倾斜(JLO)在外翻畸形矫正中的作用的明确证据.
    为了评估内侧闭合楔形DFO(MCW-DFO)治疗膝关节外翻的临床和放射学结果,考虑到胫骨和股骨畸形,以及根据JLO边界(≤4°)验证MCW-DFO的有效性和安全性。
    队列研究;证据水平,3.
    对一组膝关节外翻患者进行回顾性分析。患者分为两组:股骨外翻(FB-V)和胫骨外翻(TB-V)。手术前和最后一次随访时收集膝关节X光片。通过几个经过验证的评分来评估临床结果(国际膝关节文献委员会,膝盖社会得分,膝关节损伤和骨关节炎结果评分,Tegner,数字评级量表,克罗斯比-因索尔)。
    本研究共纳入30例患者(34膝),平均年龄49.3±9.1岁。总体平均随访时间为9.4±5.9年。术前平均髋-膝-踝角度为187.6°±3.3°(范围,181.5°-191°),术后角度为180°±3.1°(范围,176°-185°)。两组术后JLO大多在≤4°的安全区内(TB-V组4例患者和FB-V组1例患者术后JLO>4°),尽管FB-V膝关节表现出显着的优越JLO矫正(TB-V组的术后JLO:平均值,4.0°±2.5°[P=.1];FB-V组术后JLO:平均值,2.4°±1.4°[P=.5])。两组临床评分均有显著改善(P<0.01)。此外,在最后一次随访时,骨关节炎的严重程度并未恶化.
    MCW-DFO是治疗病理性膝关节外翻的有效方法,不管畸形的部位。FB-V组和TB-V组在临床评分方面均显示出可比的改善,骨关节炎的发展,和一个中性的机械轴的恢复。值得注意的是,与TB-V相比,FB-V膝盖获得了更多的JLO校正。
    UNASSIGNED: In carefully selected patients with an arthritic valgus knee, distal femoral osteotomy (DFO) can improve symptoms at medium- to long-term follow-up, reducing osteoarthritis progression. To date, there is no clear evidence in the current literature regarding the role of postoperative joint line obliquity (JLO) in valgus deformity correction.
    UNASSIGNED: To assess the clinical and radiological outcomes of medial closing-wedge DFO (MCW-DFO) for the treatment of valgus knees, considering both tibial- and femoral-based deformities, as well as to verify the efficacy and safety of MCW-DFO according to JLO boundaries (≤4°).
    UNASSIGNED: Cohort study; Level of evidence, 3.
    UNASSIGNED: A retrospective analysis was conducted on a cohort of patients with valgus knees. Patients were divided into 2 groups: femoral-based valgus (FB-V) and tibial-based valgus (TB-V). Knee radiographs were collected before surgery and at the last follow-up. The clinical outcome was evaluated through several validated scores (International Knee Documentation Committee, Knee Society Score, Knee injury and Osteoarthritis Outcome Score, Tegner, Numeric Rating Scale, Crosby-Insall).
    UNASSIGNED: A total of 30 patients (34 knees) with a mean age of 49.3 ± 9.1 years were included in the study. The overall mean follow-up was 9.4 ± 5.9 years. The mean preoperative hip-knee-ankle angle was 187.6°± 3.3° (range, 181.5°-191°) and the postoperative angle was 180°± 3.1° (range, 176°-185°). Most postoperative JLOs were within the safe zone of ≤4° in both groups (the postoperative JLO was >4° in 4 patients in the TB-V group and 1 patient in the FB-V group), although FB-V knees exhibited significant superior JLO correction (postoperative JLO in the TB-V group: mean, 4.0°± 2.5° [P = .1]; postoperative JLO in the FB-V group: mean, 2.4°± 1.4° [P = .5]). Significant improvements in all clinical scores were observed in both groups (P < .01). Additionally, the severity of the osteoarthritis did not worsen at the last follow-up.
    UNASSIGNED: MCW-DFO is an effective procedure for treating pathological valgus knees, regardless of the site of the deformity. Both FB-V and TB-V groups showed comparable improvements in the clinical scores, development of osteoarthritis, and the restoration of a neutral mechanical axis. Notably, FB-V knees achieved more JLO correction compared with the TB-V ones.
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  • 文章类型: Journal Article
    目的:在研究设计中评估的不同临床和放射学征象具有高偏倚风险的情况下,确定全髁或单髁膝关节置换术的松动诊断仍然是一个挑战。其中很少或不完整的标准用于建立植入物松动的诊断。这项研究旨在评估不同临床和放射学标准之间的差异,并就诊断膝关节置换术松动的临床和放射学标准达成共识。
    方法:高度专业化的膝关节外科医生专注于关节翻修术被邀请参加一项德尔菲共识研究的国际小组。在第一轮中,参与者被要求陈述他们对于植入物松动最重要的临床和放射学标准.在第二轮中,专家组与收集的标准的一致性是在5分Likert量表(1-5)上进行的。通过接收至少一个分数来定义高变异性,每个分数表明完全不同意和完全一致。当超过70%的参与者将标准评为“完全同意”(5)或“大多数同意”(4)时,就建立了共识。
    结果:在56%的临床标准和38%的放射学标准中观察到高变异性。就一项临床标准(负重疼痛[82%])和四项放射学标准达成共识,也就是说,植入物迁移,渐进式辐射可透过性,在X射线或计算机断层扫描(CT)上沉降和放射性>2mm(84%-100%)。
    结论:在专业的膝关节翻修外科医生中,临床和放射学标准有很高的差异,被认为是诊断膝关节植入物松动的重要因素。就负重疼痛作为临床标准和植入物迁移达成共识,渐进式辐射可透过性,在X射线或CT上超过2mm的沉降和射线不透性作为放射学标准。观察到的变化率,以及达成共识的标准,为诊断协议的标准化提供重要的见解。
    方法:V级
    OBJECTIVE: Establishing the diagnosis of loosening in total or unicondylar knee arthroplasty remains a challenge with different clinical and radiological signs evaluated in study designs with high risk of bias, where few or incomplete criteria are formulated for establishing the diagnosis of implant loosening. This study aimed at evaluating the variability between different clinical and radiological criteria and establish a consensus regarding clinical and radiological criteria for the diagnosis of knee arthroplasty loosening.
    METHODS: Highly specialized knee surgeons focusing on revision arthroplasty were invited to take part in an international panel for a Delphi consensus study. In the first round, the participants were asked to state their most important clinical and radiological criteria for implant loosening. In a second round, the panel\'s agreement with the collected criteria was rated on a 5-point Likert scale (1-5). High variability was defined by receiving at least one score each indicating complete disagreement and complete agreement. Consensus was established when over 70% of participants rated a criterion as \'fully agree\' (5) or \'mostly agree\' (4).
    RESULTS: High variability was observed in 56% of clinical criteria and 38% of radiological criteria. A consensus was reached on one clinical (weight-bearing pain [82%]) and four radiological criteria, that is, implant migration, progressive radiolucencies, subsidence and radiolucencies >2 mm on X-ray or computed tomography (CT) (84%-100%).
    CONCLUSIONS: Amongst specialized knee revision surgeons, there is high variability in clinical and radiological criteria that are seen as important contributing factors to diagnosis of knee implant loosening. A consensus was reached on weight-bearing pain as clinical criterion and on implant migration, progressive radiolucencies, subsidence and radiolucencies of more than 2 mm on X-ray or CT as radiological criteria. The variability rates observed, along with the criteria that reached consensus, offer important insights for the standardization of diagnostic protocols.
    METHODS: Level V.
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  • 文章类型: Journal Article
    背景:在脊柱裂(SB)患者中,Pescavovarus的发病率估计为8%-17%。目前关于儿童和青少年的cavovarus脚的手术治疗的大多数文献包括各种诊断。目前没有病例系列描述该特定患者群体中畸形矫正的治疗算法。本研究的作者介绍了回顾性病例系列的结果,以评估SB患者两阶段矫正手术的影像学结果。
    目的:评估SB患者的分期手术的影像学结果,该手术包括根治性足底松解后切骨术。
    方法:对在一家独立儿童医院接受手术矫正畸形诊断为pescavovarus的SB患者进行回顾性图表回顾。患者因缺乏两阶段矫正手术而被排除在外,非活动状态,缺乏至少六个月的随访,手术时年龄>18岁。这导致19名患者的队列。在11英尺上进行了一系列完整的术前和术后负重X射线的X线摄影分析。使用双样本t检验比较术前和术后的影像学结果测量。
    结果:术前和术后测量值之间的显著变化可见于Meary角度,前后距骨-第一跖骨(APTMT1)角度,和距骨覆盖。迈里角的平均值为术前17.9±13.1,术后4.7±10.3(P=0.016)。平均APTMT1角在术前为20.6±15.1,术后为9.3±5.5(P=0.011)。术前平均距骨覆盖值为-10.3±9.6,术后为-3.8±10.1(P=0.025)。
    结论:两阶段矫正程序证明了对SB患者的后腹畸形的矫正效果。提供者应强烈考虑采用本手稿中提出的分阶段手术算法来管理这些患者。
    BACKGROUND: Pes cavovarus has an estimated incidence of 8%-17% in patients with spina bifida (SB). The majority of the current literature on surgical treatment of cavovarus feet in children and adolescents includes a variety of diagnoses. There are currently no case series describing a treatment algorithm for deformity correction in this specific patient population. The authors of this study present the results of a retrospective case series performed to assess the radiographic outcomes of two-stage corrective surgery in patients with SB.
    OBJECTIVE: To assess the radiographic outcomes of a staged operation consisting of radical plantar release followed by osteotomy for pes cavovarus in patients with SB.
    METHODS: Retrospective chart review was performed on patients with SB with a diagnosis of pes cavovarus at a freestanding children\'s hospital who underwent surgical correction of the deformity. Patients were excluded for lack of two-stage corrective operation, nonambulatory status, lack of at least six months follow-up, and age > 18 years at the time of surgery. This resulted in a cohort of 19 patients. Radiographic analysis was performed on 11 feet that had a complete series of preoperative and postoperative weightbearing X-rays. Preoperative and postoperative radiographic outcome measurements were compared using a two-sample t-test.
    RESULTS: Significant changes between the preoperative and postoperative measurements were seen in Meary\'s angle, the anteroposterior talo-first metatarsal (AP TMT1) angle, and the talonavicular coverage. Mean values of Meary\'s angle were 17.9 ± 13.1 preoperatively and 4.7 ± 10.3 postoperatively (P = 0.016). Mean AP TMT1 angle was 20.6 ± 15.1 preoperatively and 9.3 ± 5.5 postoperatively (P = 0.011). Mean talonavicular coverage values were -10.3 ± 9.6 preoperatively and -3.8 ± 10.1 postoperatively (P = 0.025).
    CONCLUSIONS: The two-stage corrective procedure demonstrated efficacy in correcting cavovarus deformity in patients with SB. Providers should strongly consider employing the staged surgical algorithm presented in this manuscript for management of these patients.
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  • 文章类型: Journal Article
    诊断成像在风湿性疾病的诊断过程中至关重要。鉴于这组疾病的异质性和新型治疗选择的巨大影响,有关最佳选择最合适技术的指南和建议会不断修订,放射科医师应始终保持最新状态。最后,由于不断的技术创新,我们将协助风湿病学先进技术和工具的逐步应用。
    Diagnostic imaging is essential in the diagnostic process of rheumatic diseases. Given the heterogeneity of this group of diseases and the tremendous impact of novel therapeutic options, guidelines and recommendations regarding the optimal choice of the most appropriate technique/s are continuously revised and radiologists should always be up-to-date. Last, because of the continuous technological innovations, we will assist to the progressive application of advanced techniques and tools in rheumatology.
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  • 文章类型: Journal Article
    目的:腿长差异(LLD)和下肢不对齐可导致疼痛和骨关节炎。各种射线照相参数用于评估LLD和对准。FDA批准的510(k)人工智能(AI)软件在全腿站立射线照片上定位地标并执行多项测量。这项研究的目的是评估与三个手动阅读器相比,该AI工具的可靠性。
    方法:使用320条腿的样品。将三个阅读器的测量值与髋膝角度(HKA)的AI输出进行了比较,解剖-胫股角(aTFA),解剖-机械-轴角(AMA),联合线会聚角(JLCA),机械-外侧-股骨近端-角度(mLPFA),机械外侧-股骨远端角度(mLDFA),机械-内侧-近端-胫骨角(mMPTA),机械-外侧-远端-胫骨角(mLDTA),股骨长度,胫骨长度,腿全长,腿长差异(LLD),和机械轴偏差(MAD)。使用组内相关系数(ICCs)和Bland-Altman分析来跟踪性能。
    结果:在研究中成功地产生了272/320腿的AI输出。读者与AI配对ICC大多处于优异范围:读者1、2和3的12/13、12/13和9/13变量分别处于优异范围(ICC>0.75)。对腿长有更好的约定,股骨长度,胫骨长度,LLD,和HKA比其他变量。三位读者和人工智能的平均阅读时间分别为250、282、236和38秒,分别。
    结论:这项研究表明,基于AI的软件提供了对LLD和下肢对准的可靠评估,并节省了大量时间。
    OBJECTIVE: Leg length discrepancy (LLD) and lower extremity malalignment can lead to pain and osteoarthritis. A variety of radiographic parameters are used to assess LLD and alignment. A 510(k) FDA approved artificial intelligence (AI) software locates landmarks on full leg standing radiographs and performs several measurements. The objective of this study was to assess the reliability of this AI tool compared to three manual readers.
    METHODS: A sample of 320 legs was used. Three readers\' measurements were compared to AI output for hip-knee-angle (HKA), anatomical-tibiofemoral angle (aTFA), anatomical-mechanical-axis angle (AMA), joint-line-convergence angle (JLCA), mechanical-lateral-proximal-femur-angle (mLPFA), mechanical-lateral-distal-femur-angle (mLDFA), mechanical-medial-proximal-tibia-angle (mMPTA), mechanical-lateral-distal-tibia- angle (mLDTA), femur length, tibia length, full leg length, leg-length-discrepancy (LLD), and mechanical-axis-deviation (MAD). Intraclass correlation coefficients (ICCs) and Bland-Altman analysis were used to track performance.
    RESULTS: AI output was successfully produced for 272/320 legs in the study. The reader versus AI pairwise ICCs were mostly in the excellent range: 12/13, 12/13, and 9/13 variables were in the excellent range (ICC > 0.75) for readers 1, 2, and 3, respectively. There was better agreement for leg length, femur length, tibia length, LLD, and HKA than for other variables. The median reading times for the three readers and AI were 250, 282, 236, and 38 s, respectively.
    CONCLUSIONS: This study showed that AI-based software provides reliable assessment of LLD and lower extremity alignment with substantial time savings.
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  • 文章类型: Journal Article
    背景:Quervain的腱鞘炎(DeQ)是一种临床诊断;然而,由于症状与其他病理重叠,做出准确的诊断有时会很有挑战性,特别是对于非骨科培训的医生。问题/目的我们假设radial侧与尺侧软组织肿胀的比率可以用作通用的诊断工具,以帮助将DeQ与其他上肢状况区分开。患者和方法我们回顾性地确定了患有孤立性DeQ(M65.4)的患者,拇指腕掌关节炎(M18。X),或腕管综合征(G56.0x)在2018年至2019年之间。五个失明,独立评审员评估了受影响腕部的前后位X光片.使用数字卡尺测量从桡骨远端外侧皮质和尺骨远端内侧皮质到桡骨和尺骨软组织阴影外缘的最短距离,分别。结果DeQ组的平均桡骨:尺骨比明显大于对照组。类间相关系数在所有测量之间显示出很强的一致性。桡骨:尺骨比率为1.7或更高的患者有61%的机会患有DeQ,敏感性为56.5%。特异性66.3%,59.3%阳性预测值(PPV),阴性预测值为63.8%。超过2.5的比率与具有灵敏度为12.9%的DeQ的55%的机会相关,特异性96.9%,PPV为78.6%。结论桡侧与尺侧腕关节水肿的比值可作为DeQ诊断的新辅助手段。特别是对于那些没有受过骨科或手外科训练的人。证据级别IV级,诊断研究。
    Background  de Quervain\'s tenosynovitis (DeQ) is a clinical diagnosis; however, due to the symptom overlap with other pathologies, it can occasionally be challenging to make an accurate diagnosis, especially for nonorthopaedic trained physicians. Questions/Purposes  We hypothesized that the ratio of radial-sided to ulnar-sided soft tissue swelling could serve as a universally accessible diagnostic tool to assist in differentiating DeQ from other upper extremity conditions. Patients and Methods  We retrospectively identified patients with isolated DeQ (M65.4), thumb carpometacarpal arthritis (M18.X), or carpal tunnel syndrome (G56.0x) between 2018 and 2019. Five blinded, independent reviewers evaluated anterior-posterior radiographs of the affected wrist. A digital caliper was used to measure the shortest distance from the lateral cortex of the distal radius and the medial cortex of the distal ulna to the outer edge of the radial and ulnar soft tissue shadows, respectively. Results  The mean radial:ulnar ratio in the DeQ group was significantly larger than in the control groups. The interclass correlation coefficient showed strong agreement between all measurements. Patients with a radial:ulnar ratio of 1.7 or higher had a 61% chance of having DeQ with a 56.5% sensitivity, 66.3% specificity, 59.3% positive predictive value (PPV), and 63.8% negative predictive value. A ratio of more than 2.5 correlates to a 55% chance of having DeQ with a sensitivity of 12.9%, specificity of 96.9%, and PPV of 78.6%. Conclusion  The ratio of radial- to ulnar-sided wrist edema can be used as a novel diagnostic aid in DeQ, especially for those not trained in orthopaedics or hand surgery. Level of Evidence  Level IV, diagnostic study.
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  • 文章类型: Journal Article
    气管塌陷是一种慢性且逐渐恶化的疾病;受影响个体经历的临床症状的严重程度取决于气道塌陷的程度。尖端的自动化工具对于使用各种兽医环境的射线照片进行现代化的疾病筛查是必要的,比如动物诊所和医院。这主要是由于与兽医解释不确定性相关的固有挑战。在这项研究中,使用存档的颈胸外侧X光片开发了一种人工智能模型来筛查犬气管塌陷。该模型可以区分正常气管和塌陷气管,从早期到严重程度。你只看一次(YOLO)型号,包括YOLOV3,YOLOV4和YOLOV4,用于在内部XXX平台下训练和测试数据集。结果表明,YOLOv4tiny-416模型在正常气管中的筛选性能令人满意,1-2级气管塌陷,3-4级气管塌陷,敏感度为98.30%,99.20%特异性,和98.90%的精度。精确度-召回率曲线曲线下面积>0.8,显示出较高的诊断准确性。深度学习和放射科医生的观察者内部一致性为κ=0.975(P<.001),所有观察者具有极好的一致性(κ=1.00,P<.001)。观察者之间的组内相关系数>0.90,这代表了极好的一致性。因此,基于常规颈胸侧位片,深度学习模型可作为有效筛查和分类气管塌陷程度的有用且可靠的方法。
    Tracheal collapse is a chronic and progressively worsening disease; the severity of clinical symptoms experienced by affected individuals depends on the degree of airway collapse. Cutting-edge automated tools are necessary to modernize disease screening using radiographs across various veterinary settings, such as animal clinics and hospitals. This is primarily due to the inherent challenges associated with interpreting uncertainties among veterinarians. In this study, an artificial intelligence model was developed to screen canine tracheal collapse using archived lateral cervicothoracic radiographs. This model can differentiate between a normal and collapsed trachea, ranging from early to severe degrees. The you-only-look-once (YOLO) models, including YOLO v3, YOLO v4, and YOLO v4 tiny, were used to train and test data sets under the in-house XXX platform. The results showed that the YOLO v4 tiny-416 model had satisfactory performance in screening among the normal trachea, grade 1-2 tracheal collapse, and grade 3-4 tracheal collapse with 98.30% sensitivity, 99.20% specificity, and 98.90% accuracy. The area under the curve of the precision-recall curve was >0.8, which demonstrated high diagnostic accuracy. The intraobserver agreement between deep learning and radiologists was κ = 0.975 (P < .001), with all observers having excellent agreement (κ = 1.00, P < .001). The intraclass correlation coefficient between observers was >0.90, which represented excellent consistency. Therefore, the deep learning model can be a useful and reliable method for effective screening and classification of the degree of tracheal collapse based on routine lateral cervicothoracic radiographs.
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