Abstract
Objective
Bone mineral density (BMD) is a very important factor in spinal fusion surgery using instrumentation. Our aim was to investigate the utility of Hounsfield units (HU) obtained from preoperative lumbar computed tomography (CT) to predict osteoporosis coupling with data of quantitative computed tomography (QCT) and dual X-ray absorptiometry (DEXA).
Methods
We reviewed 180 patients that underwent both QCT and lumbar CT for spine surgery. HU was retrospectively calculated on the lumbar CT of 503 lumbar vertebrae from L1 to L3. Femur DEXA was performed in all patients and spine DEXA was tested in 120 patients (331 vertebrae). BMD was grouped as osteoporosis (QCT<80mg/cm3, DEXA T score≤-2.5) and non-osteoporosis (QCT≥80mg/cm3, DEXA T score>-2.5) for comparison of HU value.
Results
HU value and BMD showed significant correlations. The optima cut-off value based on QCT was higher than that of DEXA scans which had the best correlation for predicting osteoporosis. ROC curve analysis demonstrated that HU value with QCT of 146 has a sensitivity of 94.3% and a specificity of 87.5% for osteoporosis.
Conclusions
Significant correlation was found between HU measurement and BMD value. These findings provide evidence that HU measurement can be established as a means for predicting osteoporosis before spine fusion surgery with reduced radiation hazard.
1 Introduction
Bone quality is an important prognostic factor for spinal fusion with instrumentation. Severe osteoporosis is a significant cause of hardware failure such as pedicle screw loosening and pull-out after spinal fusion surgery. Thus, bone mineral density (BMD) is a very important factor in spinal fusion surgery, and the diagnosis of osteoporosis before surgery is very important. BMD using dual X-ray absorptiometry (DEXA) or quantitative computed tomography (QCT) is routinely undertaken in geriatrics and suspicious osteoporosis before spinal surgery.
DEXA is commonly used as the gold standard for assessing BMD [1, 2, 3]. Based on the World Health Organization (WHO) classification, osteoporosis is defined as a T-score less than -2.5 on DEXA. However, the results of the DEXA scan can be overestimated or fail to diagnose the osteoporosis exactly when the patients have aortic calcification, severe bony spur, sclerosis and obesity [4, 5, 6].
Many studies have reported that QCT can be more sensitive for assessing osteoporosis than DEXA because QCT directly reflects the trabecular bone quality without superimposition of the cortical bone and other tissues [7, 8, 9, 10]. However, QCT can be examined only in spine and has the limitations of high associated cost and radiation hazard. Thus, QCT is not routinely used like DEXA.
Lumbar CT is routinely performed for identification of the anatomic structures before surgery, especially in fusion surgery. The Hounsfield unit (HU) of lumbar vertebral body can easily be measured using the Picture Archiving and Communication System (PACS). Previous studies reported the relevance between HU using lumbar CT and BMD based on DEXA [10, 11, 12, 13]. Significant correlation was identified between HU and BMD.
2 Materials and methods
2.1 Ethics approval
This study was approved by the Institutional Review Board of our hospital (IRB No. 1810-014-071).
Informed consent has been obtained from all individuals included in this study.
2.2 Patient population
This study reviewed data of 503 vertebrae from 180 consecutive patients who underwent QCT and lumbar CT for lumbar spine surgery between February 2016 and March 2018. All patients had undergone both QCT and DEXA scans at the same time. Spine and femur DEXA scans had been performed in all patients. Spine DEXA scans were performed in 120 patients and 331 vertebrae were analyzed in this study.
The examination period between QCT and lumbar CT did not exceed the 3-months interval. The exclusion criteria included fracture, spine tumor, rheumatic disease, spondylopathy, infectious spondylitis and lumbar instrumentation surgery. The current study consisted of 124 females (68.9%) and 56 males (31.1%), aged 20 to 95 years (mean age 68.1±10.0).
2.3 Imaging protocol
QCT scans were performed using a Philips Brilliance 16-slice multidetector helical CT scanner (GEMINI TF CT, Philips, Eindhoven, The Netherlands) to acquire the volumetric BMD (vBMD, measured in mg/cm3) at the lumbar spine from L1 to L3 vertebra. CT was used at a voltage of 120 kVp with a slice thickness of 3 mm. The CT images were processed to extract the volumetric BMD using the QCT Pro (version 4.2.3. Mindways Software, Inc., Austin, TX, USA) in conjunction with a solid-state CT calibration phantom (Model 3 QA phantom. Mindways software). Elliptical regions of interest (ROI) were automatically put in the midplane of three vertebral bodies in the trabecular bone (Figure 1).

Hounsfield Units measurement by drawing elliptical ROI on lumbar CT scan. The largest ROI is drawn excluding the cortical bone and vascular markings at mid-vertebral body from each vertebra.
(a) Sagittal image, (b) L1 axial image, (c) L2 axial image, (d) L3 axial image
DEXA scans were obtained with a Lunar Prodigy (General Electric, medical system) and analyzed using the Encore software (version 13.0). T-scores and area BMD (aBMD, measured in g/cm2) were obtained from L1 to L4 vertebra.
For HU measurements, all subjects were assessed using a helical 256 channel CT scanner (Revolution: GE Healthcare, Germany). The CT parameters included slice thickness of 2.5mm with 2.5mm intervals, tube voltage of 120 kVp, tube current of 150 mA with bone reconstruction settings (window width/level, -3000/300). Two-dimensional reconstruction images were acquired in the coronal and sagittal planes. The measurements of HU were obtained by two physicians independently using software PACS. The HU measurement for each vertebra was obtained by drawing the largest ROI at the mid-vertebral body excluding the cortical margin. During the HU measurements, the observers were blinded to the BMD results of QCT and DEXA scans. HU results were categorized into osteoporosis and non-osteoporosis which were compared with the value of QCT and DEXA.
2.4 Statistical analysis
The data are presented as frequency and percentage for the categorical variables, and mean±standard deviation (SD) for the numeric variables. Differences in study participants’ characteristics were compared across subgroups using chi-square test or Fisher’s exact test for categorical variables, and the independent test or Mann-Whitney’s U test for continuous variables as appropriate. To check if its distribution was normal, we used the Shapiro-Wilk’s test. The inter-observer reliability calculation was performed with the use of an interclass correlation coefficient, reported as a score between 0 and 1 (0 indicates no agreement and 1 indicates perfect agreement). A score of >0.8 is considered to indicate excellent agreement. Pearson correlation coefficients were used to assess the correlation between HU and other numeric variables. For the correlation coefficient, a score between -1 and 1 was reported (0 indicates no agreement, while 1 signifies perfect positive correlation and -1 signifies perfect negative correlation). The receiver operating characteristic (ROC) curve was used to assess the sensitivity and specificity for osteoporosis diagnosis. Positive and negative predictive HU values were calculated on the basis of the QCT and DEXA standard (Osteoporosis vs. Non-osteoporosis).
All statistical analyses were carried out using the SPSS 24.0 version and MedCalc 11.6.0 version statistical software. P values less than 0.05 were considered significant.
3 Results
Measurement of the HU value was reliable, with excellent inter-observer reliability of 0.961(p=.000). The HU value increased relatively linearly by QCT, and Pearson’s correlation coefficient between HU and QCT at L1 through L3 was significant (r=0.868, p=0.000) (Table 1). On comparison with DEXA, QCT showed strong correlations (Figure 2).
Pearson correlation coefficients (p value) of HU with imaging results.
Variables | L1 | L2 | L3 | L1-3 |
---|---|---|---|---|
HU and QCT | 0.883(<0.001) | 0.865(<0.001) | 0.874(<0.001) | 0.868(<0.001) |
HU and SPINE DEXA | 0.552(<0.001) | 0.535(<0.001) | 0.542(<0.001) | 0.489(<0.001) |
HU and FEMUR DEXA | 0.349(<0.001) | 0.469(<0.001) | 0.374(<0.001) | 0.393(<0.001) |

Scatter plots showing strongest correlations between HU and QCT (r=0.868, p=0.000).
(a) Spine QCT, (b) Spine DEXA, (c) Femur DEXA
The area under the ROC curve (AUC) value was calculated using the ROC curve to evaluate the accuracy of the HU value for prediction of osteoporosis. The optimal cut-off value for predicting osteoporosis using HU value is different depending on the comparison exam. Based on the QCT results, the optimal cut-off value was highest at 146. Spine DEXA and femur DEXA scans showed 95 and 86, respectively. The HU value was significant as a predictor of osteoporosis based on QCT (AUC = 0.960, p = 0.000) (Table 2). Sensitivity and specificity were 94.3% and 87.5%, respectively, when the optimal cut-off value was below 146 in HU-based osteoporosis prediction. Positive and negative predictive values were 97.6% and 74.5%, respectively (Figure 3). The optimal cut-off value for predicting osteoporosis of HU measurements are summarized in Table 3 by comparison exams.

ROC curve for predicting osteoporosis based on HU measurement compared with QCT and DEXA scans.
(a) Spine QCT, (b) Spine DEXA, (c) Femur DEXA
Comparison of the area under the ROC curve (AUC).
Variables | AUC | P value | UCL* | LCL※ |
---|---|---|---|---|
HU and QCT | 0.960 | 0.000 | 0.985 | 0.935 |
HU and SPINE DEXA | 0.781 | 0.000 | 0.836 | 0.727 |
HU and FEMUR DEXA | 0.767 | 0.000 | 0.808 | 0.726 |
* UCL: upper confidence limit
※LCL: lower confidence limit
Sensitivity, specificity, and predictive values for osteoporosis/osteopenia of HU measurements by spine QCT and DEXA.
Variables | Cut-off Value | BMD | Sensitivity | Specificity | PPV* | NPV※ | |
---|---|---|---|---|---|---|---|
Abnormal | Normal | ||||||
HU and QCT | ≤ 146 | 399 | 10 | 94.3% | 87.5% | 97.6% | 74.5% |
> 146 | 24 | 70 | (399/423) | (70/80) | (399/409) | (70/94) | |
HU and DEXA | ≤ 95 | 94 | 73 | 82.5% | 66.4% | 56.3% | 87.8% |
> 95 | 20 | 144 | (94/114) | (144/217) | (94/167) | (144/164) |
*PPV = Positive predicted value
※NPV = Negative predicted value
4 Discussion
BMD is a very important factor to be considered in spinal fusion surgery. Osteoporosis is the major cause of surgical failure including screw loosening, proximal junctional fracture and non-union [14]. It is very important to identify the presence of osteoporosis before spine surgery. DEXA is the gold standard tool for assessing BMD [1, 2, 4, 15]. However, DEXA may show inaccurate BMD results in patients with severe degeneration, aortic calcification and obesity. In these cases, BMD can be overestimated and DEXA can demonstrate incorrect normal values despite clinical osteoporosis [16, 17, 18].
BMD can also be measured using QCT, which is a specific test with more advantages in diagnosing osteoporosis of the spine [19, 20]. However, QCT has several limitations such as applicability only in the spine, requirement of phantom calibration, high cost, and radiation hazard. Thus, QCT is not widely used in the clinical practice. Radiation exposure from CT is calculated as approximately 2.5-5 mSv, whereas that from QCT is 1.5 mSv [21]. The radiation hazard is increased when both lumbar CT and QCT are performed.
Lumbar CT is routinely performed before spine surgery for identification of bony structures. In addition, spinal surgeons can easily measure the HU of lumbar CT using the PACS system. In this study, we measured HU in the vertebral body corresponding the center of the pedicle, the most important area for spine instrumentation. In CT images, HU represents a normalized index of X-ray attenuation based on a scale of 21000 defined for air and 0 for water at standard pressure and temperature. When a voxel with an average linear attenuation coefficient (u) is calibrated to the X-ray attenuation of water (w), the complete formula to calculate HU is HU = ([u –uw]/uw) * 1000, where uw is the linear attenuation coefficient of water. The HU values for bone vary from 300 to 3000 [22, 23].
Previous studies stressed the cut-off value of HU for screening osteoporosis with a significant correlation between HU using lumbar CT and BMD by DEXA [8, 14, 22, 24]. In the current study, we hypothesized that HU compared with QCT values would yield a more accurate cut-off value for diagnosing osteoporosis. Additionally, we compared the cut-off values of HU comparing the spine and femur DEXA.
In the present study, we analyzed the HU value comparing with QCT after dividing the subjects into two groups, osteoporosis and non-osteoporosis. Our results for measurement of the HU value were reliable, with excellent inter-observer reliability of 0.961(p=0.000). The optimal cut-off value of HU was 146 compared to the QCT values for diagnosing osteoporosis. The cut-off value of HU comparing spine and femur DEXA indicate 95 and 86respectively. The sensitivity and specificity were highest in QCT with 94.3% sensitivity and 87.5% specificity. The cut-off value of HU decreases in the order of QCT, spine DEXA, and femur DEXA for screening osteoporosis. Therefore, the most sensitive results can be obtained when compared with spine QCT. Furthermore, the cut-off value of this study was higher than that reported in previous studies. The results stress that the cut-off values of HU in the previous reports comparing DEXA may be incorrect. It is possible that overestimated DEXA results were used in previous studies. The optimal cut-off value of this study represents that the HU values comparing with QCT are more sensitive for screening osteoporosis than CT than the results comparing with DEXA.
Our study has some limitations. First, the HU value comparing with QCT is not perfect tool for diagnosing osteoporosis and this comparison is a surrogate measurement. Second, HU measurement is not possible in the following situations: fracture, spondylitis and instrumented level. Third, the results of this study did not provide evidence that the method can be applied to the cervical and thoracic spine. Finally, our study did not distinguish osteoporosis, osteopenia and normal group because of small sample size. We analyzed the results in two groups including osteoporosis and non-osteoporosis. Therefore, this study does not provide the optimal cut-off value to diagnose osteopenia.
In conclusion, HU obtained from lumbar CT showed a significant correlation with BMD based on QCT and DEXA scan. Significant correlation was found between HU measurement and QCT value. HU value threshold of 146 on lumbar CT was the most sensitive (94.3%) and specific (87.5%) single measurement for assessment of osteoporosis. We suggest that the HU measurement might be useful for predicting osteoporosis before spine fusion surgery with reduced radiation hazard.
-
Conflict of interest
Conflict of interest statement: Authors state no conflict of interest
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© 2019 Kyung Joon Kim et al., published by De Gruyter
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- Cardiac strains as a tool for optimization of cardiac resynchronization therapy in non-responders: a pilot study
- Case Report
- Resuscitation following a bupivacaine injection for a cervical paravertebral block
- Research Article
- CGF treatment of leg ulcers: A randomized controlled trial
- Surgical versus sequential hybrid treatment of carotid body tumors
Articles in the same Issue
- Research Article
- Prostate Cancer-Specific of DD3-driven oncolytic virus-harboring mK5 gene
- Case Report
- Pediatric acute paradoxical cerebral embolism with pulmonary embolism caused by extremely small patent foramen ovale
- Research Article
- Associations between ambient temperature and acute myocardial infarction
- Case Report
- Discontinuation of imatinib mesylate could improve renal impairment in chronic myeloid leukemia
- Research Article
- METTL3 promotes the proliferation and mobility of gastric cancer cells
- The C677T polymorphism of the methylenetetrahydrofolate reductase gene and susceptibility to late-onset Alzheimer’s disease
- microRNA-1236-3p regulates DDP resistance in lung cancer cells
- Review Article
- The link between thyroid autoimmunity, depression and bipolar disorder
- Research Article
- Effects of miR-107 on the Chemo-drug sensitivity of breast cancer cells
- Analysis of pH dose-dependent growth of sulfate-reducing bacteria
- Review Article
- Musculoskeletal clinical and imaging manifestations in inflammatory bowel diseases
- Research Article
- Regional hyperthermia combined with chemotherapy in advanced gastric cancer
- Analysis of hormone receptor status in primary and recurrent breast cancer via data mining pathology reports
- Morphological and isokinetic strength differences: bilateral and ipsilateral variation by different sport activity
- The reliability of adjusting stepped care based on FeNO monitoring for patients with chronic persistent asthma
- Comparison of the clinical outcomes of two physiological ischemic training methods in patients with coronary heart disease
- Analysis of ticagrelor’s cardio-protective effects on patients with ST-segment elevation acute coronary syndrome accompanied with diabetes
- Computed tomography findings in patients with Samter’s Triad: an observational study
- Case Report
- A spinal subdural hematoma induced by guidewire-based lumbar drainage in a patient with ruptured intracranial aneurysms
- Research Article
- High expression B3GAT3 is related with poor prognosis of liver cancer
- Effects of light touch on balance in patients with stroke
- Oncoprotein LAMTOR5 activates GLUT1 via upregulating NF-κB in liver cancer
- Effects of budesonide combined with noninvasive ventilation on PCT, sTREM-1, chest lung compliance, humoral immune function and quality of life in patients with AECOPD complicated with type II respiratory failure
- Prognostic significance of lymph node ratio in ovarian cancer
- Case Report
- Brainstem anaesthesia after retrobulbar block
- Review Article
- Treating infertility: current affairs of cross-border reproductive care
- Research Article
- Serum inflammatory cytokines comparison in gastric cancer therapy
- Behavioural and psychological symptoms in neurocognitive disorders: Specific patterns in dementia subtypes
- MRI and bone scintigraphy for breast cancer bone metastase: a meta-analysis
- Comparative study of back propagation artificial neural networks and logistic regression model in predicting poor prognosis after acute ischemic stroke
- Analysis of the factors affecting the prognosis of glioma patients
- Compare fuhrman nuclear and chromophobe tumor grade on chromophobe RCC
- Case Report
- Signet ring B cell lymphoma: A potential diagnostic pitfall
- Research Article
- Subparaneural injection in popliteal sciatic nerve blocks evaluated by MRI
- Loneliness in the context of quality of life of nursing home residents
- Biological characteristics of cervical precancerous cell proliferation
- Effects of Rehabilitation in Bankart Lesion in Non-athletes: A report of three cases
- Management of complications of first instance of hepatic trauma in a liver surgery unit: Portal vein ligation as a conservative therapeutic strategy
- Matrix metalloproteinase 2 knockdown suppresses the proliferation of HepG2 and Huh7 cells and enhances the cisplatin effect
- Comparison of laparoscopy and open radical nephrectomy of renal cell cancer
- Case Report
- A severe complication of myocardial dysfunction post radiofrequency ablation treatment of huge hepatic hemangioma: a case report and literature review
- Solar urticaria, a disease with many dark sides: is omalizumab the right therapeutic response? Reflections from a clinical case report
- Research Article
- Binge eating disorder and related features in bariatric surgery candidates
- Propofol versus 4-hydroxybutyric acid in pediatric cardiac catheterizations
- Nasointestinal tube in mechanical ventilation patients is more advantageous
- The change of endotracheal tube cuff pressure during laparoscopic surgery
- Correlation between iPTH levels on the first postoperative day after total thyroidectomy and permanent hypoparathyroidism: our experience
- Case Report
- Primary angiosarcoma of the kidney: case report and comprehensive literature review
- Research Article
- miR-107 enhances the sensitivity of breast cancer cells to paclitaxel
- Incidental findings in dental radiology are concerning for family doctors
- Suffering from cerebral small vessel disease with and without metabolic syndrome
- A meta-analysis of robot assisted laparoscopic radical prostatectomy versus laparoscopic radical prostatectomy
- Indications and outcomes of splenectomy for hematological disorders
- Expression of CENPE and its prognostic role in non-small cell lung cancer
- Barbed suture and gastrointestinal surgery. A retrospective analysis
- Using post transplant 1 week Tc-99m DTPA renal scan as another method for predicting renal graft failure
- The pseudogene PTTG3P promotes cell migration and invasion in esophageal squamous cell carcinoma
- Lymph node ratio versus TNM system as prognostic factor in colorectal cancer staging. A single Center experience
- Review Article
- Minimally invasive pilonidal sinus treatment: A narrative review
- Research Article
- Anatomical workspace study of Endonasal Endoscopic Transsphenoidal Approach
- Hounsfield Units on Lumbar Computed Tomography for Predicting Regional Bone Mineral Density
- Communication
- Aspirin, a potential GLUT1 inhibitor in a vascular endothelial cell line
- Research Article
- Osteopontin and fatty acid binding protein in ifosfamide-treated rats
- Familial polyposis coli: the management of desmoid tumor bleeding
- microRNA-27a-3p down-regulation inhibits malignant biological behaviors of ovarian cancer by targeting BTG1
- PYCR1 is associated with papillary renal cell carcinoma progression
- Prediction of recurrence-associated death from localized prostate cancer with a charlson comorbidity index–reinforced machine learning model
- Colorectal cancer in the elderly patient: the role of neo-adjuvant therapy
- Association between MTHFR genetic polymorphism and Parkinson’s disease susceptibility: a meta-analysis
- Metformin can alleviate the symptom of patient with diabetic nephropathy through reducing the serum level of Hcy and IL-33
- Case Report
- Severe craniofacial trauma after multiple pistol shots
- Research Article
- Echocardiography evaluation of left ventricular diastolic function in elderly women with metabolic syndrome
- Tailored surgery in inguinal hernia repair. The role of subarachnoid anesthesia: a retrospective study
- The factors affecting early death in newly diagnosed APL patients
- Review Article
- Oncological outcomes and quality of life after rectal cancer surgery
- Research Article
- MiR-638 repressed vascular smooth muscle cell glycolysis by targeting LDHA
- microRNA-16 via Twist1 inhibits EMT induced by PM2.5 exposure in human hepatocellular carcinoma
- Analyzing the semantic space of the Hippocratic Oath
- Fournier’s gangrene and intravenous drug abuse: an unusual case report and review of the literature
- Evaluation of surgical site infection in mini-invasive urological surgery
- Dihydromyricetin attenuates inflammation through TLR4/NF-kappaB pathway
- Clinico-pathological features of colon cancer patients undergoing emergency surgery: a comparison between elderly and non-elderly patients
- Case Report
- Appendix bleeding with painless bloody diarrhea: A case report and literature review
- Research Article
- Protective effects of specneuzhenide on renal injury in rats with diabetic nephropathy
- PBF, a proto-oncogene in esophageal carcinoma
- Use of rituximab in NHL malt type pregnant in I° trimester for two times
- Cancer- and non-cancer related chronic pain: from the physiopathological basics to management
- Case report
- Non-surgical removal of dens invaginatus in maxillary lateral incisor using CBCT: Two-year follow-up case report
- Research Article
- Risk factors and drug resistance of the MDR Acinetobacter baumannii in pneumonia patients in ICU
- Accuracy of tumor perfusion assessment in Rat C6 gliomas model with USPIO
- Lemann Index for Assessment of Crohn’s Disease: Correlation with the Quality of Life, Endoscopic Disease activity, Magnetic Resonance Index of Activity and C- Reactive Protein
- Case report
- Münchausen syndrome as an unusual cause of pseudo-resistant hypertension: a case report
- Research Article
- Renal artery embolization before radical nephrectomy for complex renal tumour: which are the true advantages?
- Prognostic significance of CD276 in non-small cell lung cancer
- Potential drug-drug interactions in acute ischemic stroke patients at the Neurological Intensive Care Unit
- Effect of vitamin D3 on lung damage induced by cigarette smoke in mice
- CircRNA-UCK2 increased TET1 inhibits proliferation and invasion of prostate cancer cells via sponge miRNA-767-5p
- Case report
- Partial hydatidiform mole and coexistent live fetus: a case report and review of the literature
- Research Article
- Effect of NGR1 on the atopic dermatitis model and its mechanisms
- Clinical features of infertile men carrying a chromosome 9 translocation
- Review Article
- Expression and role of microRNA-663b in childhood acute lymphocytic leukemia and its mechanism
- Case Report
- Mature cystic teratoma of the pancreas: A rare cystic neoplasm
- Research Article
- Application of exercised-based pre-rehabilitation in perioperative period of patients with gastric cancer
- Case Report
- Predictive factors of intestinal necrosis in acute mesenteric ischemia
- Research Article
- Application of exercised-based pre-rehabilitation in perioperative period of patients with gastric cancer
- Effects of dexmedetomidine on the RhoA /ROCK/ Nox4 signaling pathway in renal fibrosis of diabetic rats
- MicroRNA-181a-5p regulates inflammatory response of macrophages in sepsis
- Intraventricular pressure in non-communicating hydrocephalus patients before endoscopic third ventriculostomy
- CyclinD1 is a new target gene of tumor suppressor miR-520e in breast cancer
- CHL1 and NrCAM are primarily expressed in low grade pediatric neuroblastoma
- Epidemiological characteristics of postoperative sepsis
- Association between unstable angina and CXCL17: a new potential biomarker
- Cardiac strains as a tool for optimization of cardiac resynchronization therapy in non-responders: a pilot study
- Case Report
- Resuscitation following a bupivacaine injection for a cervical paravertebral block
- Research Article
- CGF treatment of leg ulcers: A randomized controlled trial
- Surgical versus sequential hybrid treatment of carotid body tumors