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1.
Article in English | MEDLINE | ID: mdl-38745445

ABSTRACT

BACKGROUND: Bleeding is a known complication during bronchoscopy, with increased incidence in patients undergoing a more invasive procedure. Phenylephrine is a potent vasoconstrictor that can control airway bleeding when applied topically and has been used as an alternative to epinephrine. The clinical effects of endobronchial phenylephrine on systemic vasoconstriction have not been clearly evaluated. Here, we compared the effects of endobronchial phenylephrine versus cold saline on systemic blood pressure. METHODS: In all, 160 patients who underwent bronchoscopy and received either endobronchial phenylephrine or cold saline from July 1, 2017 to June 30, 2022 were included in this retrospective observational study. Intra-procedural blood pressure absolute and percent changes were measured and compared between the 2 groups. RESULTS: There were no observed statistical differences in blood pressure changes between groups. The median absolute change between the median and the maximum intra-procedural systolic blood pressure in the cold saline group was 29 mm Hg (IQR 19 to 41) compared with 31.8 mm Hg (IQR 18 to 45.5) in the phenylephrine group. The corresponding median percent changes in SBP were 33.6 % (IQR 18.8 to 39.4) and 28% (IQR 16.8 to 43.5) for the cold saline and phenylephrine groups, respectively. Similarly, there were no statistically significant differences in diastolic and mean arterial blood pressure changes between both groups. CONCLUSIONS: We found no significant differences in median intra-procedural systemic blood pressure changes comparing patients who received endobronchial cold saline to those receiving phenylephrine. Overall, this argues for the vascular and systemic safety of phenylephrine for airway bleeding as a reasonable alternative to epinephrine.


Subject(s)
Bronchoscopy , Phenylephrine , Vasoconstrictor Agents , Humans , Phenylephrine/administration & dosage , Phenylephrine/adverse effects , Retrospective Studies , Bronchoscopy/adverse effects , Bronchoscopy/methods , Male , Female , Middle Aged , Aged , Vasoconstrictor Agents/administration & dosage , Vasoconstrictor Agents/adverse effects , Hypertension/drug therapy , Blood Pressure/drug effects
2.
Ann Am Thorac Soc ; 20(2): 320-324, 2023 02.
Article in English | MEDLINE | ID: mdl-36723476

Subject(s)
Shock , Humans , Shock/etiology
4.
Magn Reson Med ; 87(6): 2979-2988, 2022 06.
Article in English | MEDLINE | ID: mdl-35092094

ABSTRACT

PURPOSE: To develop a 3D UNET convolutional neural network for rapid extraction of myelin water fraction (MWF) maps from six-echo fast acquisition with spiral trajectory and T2 -prep data and to evaluate its accuracy in comparison with multilayer perceptron (MLP) network. METHODS: The MWF maps were extracted from 138 patients with multiple sclerosis using an iterative three-pool nonlinear least-squares algorithm (NLLS) without and with spatial regularization (srNLLS), which were used as ground-truth labels to train, validate, and test UNET and MLP networks as a means to accelerate data fitting. Network testing was performed in 63 patients with multiple sclerosis and a numerically simulated brain phantom at SNR of 200, 100 and 50. RESULTS: Simulations showed that UNET reduced the MWF mean absolute error by 30.1% to 56.4% and 16.8% to 53.6% over the whole brain and by 41.2% to 54.4% and 21.4% to 49.4% over the lesions for predicting srNLLS and NLLS MWF, respectively, compared to MLP, with better performance at lower SNRs. UNET also outperformed MLP for predicting srNLLS MWF in the in vivo multiple-sclerosis brain data, reducing mean absolute error over the whole brain by 61.9% and over the lesions by 67.5%. However, MLP yielded 41.1% and 51.7% lower mean absolute error for predicting in vivo NLLS MWF over the whole brain and the lesions, respectively, compared with UNET. The whole-brain MWF processing time using a GPU was 0.64 seconds for UNET and 0.74 seconds for MLP. CONCLUSION: Subsecond whole-brain MWF extraction from fast acquisition with spiral trajectory and T2 -prep data using UNET is feasible and provides better accuracy than MLP for predicting MWF output of srNLLS algorithm.


Subject(s)
Multiple Sclerosis , Myelin Sheath , Algorithms , Brain/diagnostic imaging , Brain/pathology , Humans , Magnetic Resonance Imaging , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/pathology , Myelin Sheath/pathology , Water
6.
J Vasc Interv Radiol ; 31(7): 1084-1089, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32457008

ABSTRACT

This retrospective report describes treatment of 21 patients who underwent prostatic artery embolization using 70- to 150-µm radiopaque microspheres for lower urinary tract symptoms secondary to benign prostatic hyperplasia. Seventeen patients (81%) received successful bilateral prostatic artery embolization. At a mean follow-up of 42 days (range, 25-59 days), patients showed improvement in International Prostate Symptom Score (n = 11; mean = 10.6; P = .001), quality of life score (n = 17; mean = 2.0; P = .02), and International Index of Erectile Function (n = 17; mean = 9.3; P = .01). The mean prostate volume reduction was 28 mL (16.2%; P = .003). Nontarget embolization occurred twice, resulting in 1 minor adverse event of hematospermia.


Subject(s)
Arteries , Embolization, Therapeutic , Lower Urinary Tract Symptoms/therapy , Prostate/blood supply , Prostatic Hyperplasia/therapy , Aged , Aged, 80 and over , Arteries/diagnostic imaging , Humans , Lower Urinary Tract Symptoms/diagnostic imaging , Lower Urinary Tract Symptoms/physiopathology , Male , Microspheres , Middle Aged , Prostatic Hyperplasia/diagnostic imaging , Prostatic Hyperplasia/physiopathology , Quality of Life , Recovery of Function , Retrospective Studies , Time Factors , Treatment Outcome
7.
J Vasc Interv Radiol ; 31(3): 370-377, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31956004

ABSTRACT

PURPOSE: To evaluate outcomes after prostatic artery embolization (PAE) in patients with severe intravesical prostatic protrusion (IPP). MATERIALS AND METHODS: This was a retrospective, single health system, 2-hospital study from April 2015 to December 2018 of 54 patients who underwent elective PAE procedures (age mean 67.5 years; standard deviation [SD] 8.5). The cohort had a mean ellipsoid prostate volume of 100.1 cm3 (SD 56.7), a mean baseline International Prostate Symptom Score (IPSS) of 18.7 (SD 8.2), a mean baseline quality of life (QOL) score of 4.1 (SD 1.4), and a median follow-up of 38 days (range 10-656 days). Outcomes including IPSS and QOL score reduction (where a lower QOL score indicates an improvement in QOL), and clinical success were compared between severe (≥10 mm) and nonsevere (<10 mm) IPP patients. A linear regression model was used to examine the impact of IPP on these outcomes. RESULTS: No significant differences in patient characteristics were found between nonsevere (n = 17) and severe (n = 37) IPP patients. Both cohorts showed IPSS reduction (nonsevere 6.0, P = .0397; severe 8.2, P < .0001) and QOL score reduction (nonsevere 1.0, P = .102; severe 2.0, P < .0001). No significant differences in IPSS or QOL score reduction were found between the cohorts (P = .431 and P = .127). Linear regression found that baseline IPP was not a significant contributor to the outcomes (IPSS: R2 = .5, P < .0001; IPP: P = .702; QOL: R2 = .5, P = .0003; IPP: P = .108). CONCLUSIONS: There were no significant differences in early outcomes in PAE between patients with severe and nonsevere IPP.


Subject(s)
Embolization, Therapeutic , Lower Urinary Tract Symptoms/therapy , Prostate/blood supply , Prostatic Hyperplasia/therapy , Aged , Embolization, Therapeutic/adverse effects , Humans , Lower Urinary Tract Symptoms/diagnostic imaging , Lower Urinary Tract Symptoms/physiopathology , Male , Middle Aged , Organ Size , Prostate/diagnostic imaging , Prostatic Hyperplasia/diagnostic imaging , Prostatic Hyperplasia/physiopathology , Quality of Life , Retrospective Studies , Severity of Illness Index , Time Factors , Treatment Outcome
8.
J Crit Care ; 52: 40-47, 2019 08.
Article in English | MEDLINE | ID: mdl-30954692

ABSTRACT

OBJECTIVE: To measure effects of ED crowding on lung-protective ventilation (LPV) utilization in critically ill ED patients. METHODS: This is a retrospective cohort study of adult mechanically ventilated ED patients admitted to the medical intensive care unit (MICU), over a 3.5-year period at a single academic tertiary care hospital. Clinical data, including reason for intubation, severity of illness (MPM0-III), acute respiratory distress syndrome (ARDS) risk score (EDLIPS), and ventilator settings were extracted via electronic query of electronic health record and standardized chart abstraction. Crowding metrics were obtained at 5-min intervals and averaged over the ED stay, stratified by acuity and disposition. Multivariate logistic regression was used to predict likelihood of LPV prior to ED departure. RESULTS: Mechanical ventilation was used in 446 patients for a median ED duration of 3.7 h (interquartile ratio, IQR, 2.3, 5.6). Mean MPM0-III score was 32.5 ±â€¯22.7, with high risk for ARDS (EDLIPS ≥5) seen in 373 (82%) patients. Initial and final ED ventilator settings differed in 134 (30.0%) patients, of which only 47 (35.1%) involved tidal volume changes. Higher percentages of active ED patients (workup in-progress) and those requiring eventual admission were associated with lower odds of LPV utilization by ED departure (OR 0.97, 95%CI 0.94-1.00; OR 0.97, 95%CI 0.94-1.00, respectively). In periods of high volume, ventilator adjustments to settings other than the tidal volume were associated with higher odds of LPV utilization. Reason for intubation, MPM0-III, and EDLIPS were not associated with LPV utilization, with no interactions detected in times of crowding. CONCLUSIONS: ED patients remain on suboptimal tidal volume settings with infrequent ventilator adjustments during the ED stay. Hospitals should focus on both systemic factors and bedside physician and/or respiratory therapist interventions to increase LPV utilization in times of ED boarding and crowding for all patients.


Subject(s)
Critical Illness , Crowding , Emergency Service, Hospital , Intensive Care Units , Respiration, Artificial/adverse effects , Respiratory Distress Syndrome/prevention & control , Academic Medical Centers , Adult , Aged , Continuity of Patient Care , Dyspnea/etiology , Electronic Health Records , Female , Guideline Adherence , Humans , Length of Stay , Logistic Models , Male , Middle Aged , Respiratory Distress Syndrome/etiology , Retrospective Studies , Tertiary Care Centers , Tidal Volume , Ventilators, Mechanical
10.
J Vasc Interv Radiol ; 29(2): 229-232, 2018 02.
Article in English | MEDLINE | ID: mdl-29414195

ABSTRACT

Pre-prostatic artery embolization (PAE) cone-beam computed tomography (CT) angiograms (n = 31; mean age: 62.4 ± 9.75 years) and conventional CT angiograms (n = 32; mean age: 62.5 ± 7.2 years) were retrospectively compared. Mean signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), radiation exposure, and prostatic artery (PA) identification scores (0-4) for cone-beam CT angiogram and conventional CT angiogram were 33.19 (± 14.31) and 18.13 (± 5.38) (P < .01); 27.42 (± 13.39) and 14.78 (± 4.92) (P < .01); 14.57 mSv (±2.5) and 19.25 mSv (±3.7) (P < .01); 3.36 (± 0.89) and 3.16 (± 0.95) (P = .08), respectively. Pre-PAE cone-beam CT angiogram allows for PA identification with improved SNR and CNR and less radiation dose compared to conventional CT angiogram.


Subject(s)
Arteries/diagnostic imaging , Computed Tomography Angiography/methods , Cone-Beam Computed Tomography/methods , Embolization, Therapeutic , Prostate/blood supply , Adult , Aged , Aged, 80 and over , Angiography, Digital Subtraction , Contrast Media , Fluoroscopy , Humans , Iohexol , Male , Middle Aged , Radiation Dosage , Retrospective Studies , Signal-To-Noise Ratio
11.
PLoS Comput Biol ; 14(1): e1005953, 2018 01.
Article in English | MEDLINE | ID: mdl-29381703

ABSTRACT

Epilepsy is one of the most common neurological disorders affecting about 1% of the world population. For patients with focal seizures that cannot be treated with antiepileptic drugs, the common treatment is a surgical procedure for removal of the seizure onset zone (SOZ). In this work we introduce an algorithm for automatic localization of the seizure onset zone (SOZ) in epileptic patients based on electrocorticography (ECoG) recordings. The proposed algorithm builds upon the hypothesis that the abnormal excessive (or synchronous) neuronal activity in the brain leading to seizures starts in the SOZ and then spreads to other areas in the brain. Thus, when this abnormal activity starts, signals recorded at electrodes close to the SOZ should have a relatively large causal influence on the rest of the recorded signals. The SOZ localization is executed in two steps. First, the algorithm represents the set of electrodes using a directed graph in which nodes correspond to recording electrodes and the edges' weights quantify the pair-wise causal influence between the recorded signals. Then, the algorithm infers the SOZ from the estimated graph using a variant of the PageRank algorithm followed by a novel post-processing phase. Inference results for 19 patients show a close match between the SOZ inferred by the proposed approach and the SOZ estimated by expert neurologists (success rate of 17 out of 19).


Subject(s)
Epilepsy/epidemiology , Seizures/epidemiology , Signal Processing, Computer-Assisted , Algorithms , Anticonvulsants/pharmacology , Brain , Computational Biology , Computer Simulation , Electrocorticography , Electroencephalography , Epilepsy/physiopathology , False Positive Reactions , Humans , Models, Neurological , Models, Statistical , Oscillometry , Probability , Seizures/physiopathology , Software
13.
Emerg Med Pract ; 19(9 Suppl Points & Pearls): S1-S2, 2017 Sep 22.
Article in English | MEDLINE | ID: mdl-28933807

ABSTRACT

Primary and secondary adrenal insufficiency are underrecognized conditions among emergency department patients, affecting an estimated 10% to 20% of critically ill patients. The signs and symptoms of cortisol deficit can be nonspecific and wide-ranging, and identification and swift treatment with stress-dosing of hydrocortisone is vital to avoid life-threatening adrenal crisis. Laboratory evaluation focuses on identification of electrolyte abnormalities typical of adrenal insufficiency, and while additional testing may depend on the type and severity of symptoms, it should not delay corticosteroid replacement. This issue provides recommendations on effective management of patients presenting with adrenal insufficiency, with particular attention to the management of critically ill and septic patients, pregnant patients, and children. [Points & Pearls is a digest of Emergency Medicine Practice.].


Subject(s)
Adrenal Insufficiency/diagnosis , Adrenal Insufficiency/therapy , Adrenal Insufficiency/physiopathology , Diagnosis, Differential , Emergency Service, Hospital/organization & administration , Humans
15.
Emerg Med Pract ; 19(1 Suppl Points & Pearls): S1-S2, 2017 Jan 22.
Article in English | MEDLINE | ID: mdl-28745844

ABSTRACT

Priapism is a genitourinary emergency that demands a thorough, time-sensitive evaluation. There are 3 types of priapism: ischemic, nonischemic, and recurrent ischemic priapism; ischemic priapism accounts for 95% of cases. Ischemic priapism must be treated within 4 to 6 hours to minimize morbidity, including impotence. The diagnosis of ischemic priapism relies heavily on the history and physical examination and may be facilitated by penile blood gas analysis and penile ultrasound. This issue reviews current evidence regarding emergency department treatment of ischemic priapism using a stepwise approach that begins with aspiration of cavernosal blood, cold saline irrigation, and penile injection with sympathomimetic agents. Evidence-based management and appropriate urologic follow-up of nonischemic and recurrent ischemic priapism maximizes patient outcomes and resource utilization. [Points & Pearls is a digest of Emergency Medicine Practice].


Subject(s)
Penis/anatomy & histology , Priapism/diagnosis , Priapism/physiopathology , Blood Gas Analysis/methods , Diagnosis, Differential , Emergency Service, Hospital/organization & administration , Humans , Ischemia/complications , Ischemia/diagnosis , Male , Paracentesis/methods , Penis/physiopathology , Ultrasonography/methods
16.
Emerg Med Pract ; 19(3 Suppl Points & Pearls): S1-S2, 2017 Mar 22.
Article in English | MEDLINE | ID: mdl-28745845

ABSTRACT

Sedative-hypnotic drugs include gamma-Aminobutyric acid (GABA)ergic agents such as benzodiazepines, barbiturates, gamma-Hydroxybutyric acid [GHB], gamma-Butyrolactone [GBL], baclofen, and ethanol. Chronic use of these substances can cause tolerance, and abrupt cessation or a reduction in the quantity of the drug can precipitate a life-threatening withdrawal syndrome. Benzodiazepines, phenobarbital, propofol, and other GABA agonists or analogues can effectively control symptoms of withdrawal from GABAergic agents. Managing withdrawal symptoms requires a patient-specific approach that takes into account the physiologic pathways of the particular drugs used as well as the patient's age and comorbidities. Adjunctive therapies include alpha agonists, beta blockers, anticonvulsants, and antipsychotics. Newer pharmacological therapies offer promise in managing withdrawal symptoms. [Points & Pearls is a digest of Emergency Medicine Practice].


Subject(s)
Hypnotics and Sedatives/adverse effects , Substance Withdrawal Syndrome/diagnosis , Substance Withdrawal Syndrome/physiopathology , Anticonvulsants/adverse effects , Anticonvulsants/therapeutic use , Antipsychotic Agents/adverse effects , Antipsychotic Agents/therapeutic use , Barbiturates/adverse effects , Barbiturates/therapeutic use , Benzodiazepines/adverse effects , Benzodiazepines/therapeutic use , Diagnosis, Differential , Electrocardiography/methods , GABA Agonists/adverse effects , GABA Agonists/therapeutic use , Humans , Hypnotics and Sedatives/pharmacokinetics , Hypnotics and Sedatives/therapeutic use , Infusions, Intravenous/methods , Substance-Related Disorders/diagnosis , Substance-Related Disorders/physiopathology
17.
Emerg Med Pract ; 19(5 Suppl Points & Pearls): S1-S2, 2017 May 22.
Article in English | MEDLINE | ID: mdl-28745846

ABSTRACT

Acute decompensated heart failure is a common emergency department presentation with significant associated morbidity and mortality. Heart failure accounts for more than 1 million hospitalizations annually, with a steadily increasing incidence as our population ages. This issue reviews recent literature regarding appropriate management of emergency department presentations of acute decompensated heart failure, with special attention to newer medication options. Emergency department management and appropriate interventions are discussed, along with critical decision-making points in resuscitation for both hypertensive and hypotensive patients. [Points & Pearls is a digest of Emergency Medicine Practice].


Subject(s)
Heart Failure/diagnosis , Heart Failure/physiopathology , Heart Failure/therapy , Acute Disease/mortality , Acute Disease/therapy , Diagnosis, Differential , Emergency Service, Hospital/organization & administration , Humans
18.
Emerg Med Pract ; 19(7 Suppl Points & Pearls): S1-S2, 2017 Jul 21.
Article in English | MEDLINE | ID: mdl-28742306

ABSTRACT

Though a minority of patients presenting to the emergency department with chest pain have acute coronary syndromes,identifying the patients who may be safely discharged and determining whether further testing is needed remains challenging. From the prehospital care setting to disposition and follow-up, this systematic review addresses the fundamentals of the emergency department evaluation of patients determined to be at low risk for acute coronary syndromes or adverse outcomes. Clinical risk scores are discussed, as well as the evidence and indications for confirmatory testing. The emerging role of new technologies, such as high-sensitivity troponin assays and advanced imaging techniques, are also presented. [Points & Pearls is a digest of Emergency Medicine Practice].


Subject(s)
Acute Coronary Syndrome/diagnosis , Chest Pain/complications , Chest Pain/diagnosis , Risk Assessment/methods , Acute Coronary Syndrome/physiopathology , Aged , Chest Pain/physiopathology , Diagnosis, Differential , Electrocardiography/methods , Emergency Service, Hospital/organization & administration , Female , Humans , Male , Middle Aged , Myocardial Infarction/diagnosis , Myocardial Infarction/physiopathology , Troponin/analysis , Troponin/blood
19.
PLoS One ; 12(5): e0176713, 2017.
Article in English | MEDLINE | ID: mdl-28464037

ABSTRACT

Our previous work on angiotensin II-mediated electrical-remodeling in canine left ventricle, in connection with a long history of other studies, suggested the hypothesis: increases in mechanical load induce autocrine secretion of angiotensin II (A2), which coherently regulates a coterie of membrane ion transporters in a manner that increases contractility. However, the relation between load and A2 secretion was correlative. We subsequently showed a similar or identical system was present in murine heart. To investigate whether the relation between mechanical load and A2-mediated electrical remodeling was causal, we employed transverse aortic constriction in mice to subject the left ventricle to pressure overload for short-term (1 to 2 days) or long-term (1 to 2 weeks) periods. Heart-to-body weight ratios and cell capacitance measurements were used to determine hypertrophy. Whole-cell patch clamp recordings of the predominant repolarization currents Ito,fast and IK,slow were used to assess electrical remodeling. Hearts or myocytes subjected to long-term load displayed significant hypertrophy, which was not evident in short-term load. However, short-term load induced significant reductions in Ito,fast and IK,slow. Incubation of these myocytes with the angiotensin II type 1 receptor inhibitor saralasin for 2 hours restored Ito,fast and IK,slow to control levels. The number of Ito.fast or IK,slow channels did not change with A2 or long-term load, however the hypertrophic increase in membrane area reduced the current densities for both channels. For Ito,fast but not IK,slow there was an additional reduction that was reversed by inhibition of angiotensin receptors. These results suggest increased load activates an endogenous renin angiotensin system that initially reduces Ito,fast and IK,slow prior to the onset of hypertrophic growth. However, there are functional interactions between electrical and anatomical remodeling. First, hypertrophy tends to reduce all current densities. Second, the hypertrophic program can modify signaling between the angiotensin receptor and target current.


Subject(s)
Angiotensin II/metabolism , Heart Diseases/physiopathology , Myocytes, Cardiac/physiology , Renin-Angiotensin System/physiology , Stress, Physiological/physiology , Angiotensin II Type 1 Receptor Blockers/pharmacology , Animals , Cells, Cultured , Disease Models, Animal , Hypertrophy/physiopathology , Membrane Potentials/physiology , Mice, Inbred C57BL , Myocytes, Cardiac/drug effects , Patch-Clamp Techniques , Pressure , Receptor, Angiotensin, Type 1/metabolism , Renin-Angiotensin System/drug effects , Saralasin/pharmacology , Stress, Physiological/drug effects
20.
AJR Am J Roentgenol ; 208(4): 885-890, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28125784

ABSTRACT

OBJECTIVE: The purpose of this study is to determine the incidence and clinical significance of renal infarcts after fenestrated endovascular aortic aneurysm repair (FEVAR). MATERIALS AND METHODS: All patients who underwent FEVAR with unenhanced and contrast-enhanced CT angiography during a 4-year period were retrospectively reviewed. Two staff radiologists reviewed pre- and post-FEVAR CT examinations for the presence of renal infarcts. Pre- and postoperative serum creatinine levels were examined to determine statistical significance. The incidence of renal infarct and percentage of renal volume reduction were calculated. RESULTS: Ninety patients were included for analysis. All patients had a mild progressive increase in serum creatinine level after FEVAR. Twenty-three patients (26%) had a renal infarct identified on post-FEVAR CT, nine (39%) of which were secondary to intentional exclusion of an accessory renal artery and 14 (61%) of which were presumed to be embolic. Two patients with presumed embolic infarcts and three with exclusion of an accessory renal artery had an increase in serum creatinine level of greater than 0.3 mg/dL at 1 month after FEVAR. CONCLUSION: Although renal infarcts are common after FEVAR, the clinical relevance of these events appears to be limited, with less than one-quarter of patients with renal infarcts experiencing a decline in renal function.


Subject(s)
Aortic Aneurysm/epidemiology , Aortic Aneurysm/surgery , Infarction/epidemiology , Kidney/blood supply , Minimally Invasive Surgical Procedures/statistics & numerical data , Postoperative Complications/epidemiology , Aged , Aged, 80 and over , Aortic Aneurysm/diagnostic imaging , Causality , Computed Tomography Angiography/statistics & numerical data , Female , Humans , Incidence , Kidney/diagnostic imaging , Kidney Diseases/diagnostic imaging , Kidney Diseases/epidemiology , Longitudinal Studies , Male , Middle Aged , North Carolina/epidemiology , Postoperative Complications/prevention & control , Retrospective Studies , Risk Factors , Treatment Outcome
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