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1.
J Neurosurg ; : 1-8, 2024 Mar 01.
Article En | MEDLINE | ID: mdl-38427994

OBJECTIVE: Neurosurgery has remained relatively homogeneous in terms of racial and gender diversity, trailing behind national demographics. Less than 5% of practicing neurosurgeons in the United States identify as Black/African American (AA). Research and academic productivity are highly emphasized within the field and are crucial for career advancement at academic institutions. They also serve as important avenues for mentorship and recruitment of diverse trainees and medical students. This study aimed to summarize the academic accomplishments of AA neurosurgeons by assessing publication quantity, h-index, and federal grant funding. METHODS: One hundred thirteen neurosurgery residency training programs accredited by the Accreditation Council for Graduate Medical Education in 2022 were included in this study. The American Society of Black Neurosurgeons registry was reviewed to analyze the academic metrics of self-identified Black or AA academic neurosurgeons. Data on the academic rank, leadership position, publication quantity, h-index, and race of neurosurgical faculty in the US were obtained from publicly available information and program websites. RESULTS: Fifty-five AA and 1393 non-AA neurosurgeons were identified. Sixty percent of AA neurosurgeons were fewer than 10 years out from residency training, compared to 37.4% of non-AA neurosurgeons (p = 0.001). AA neurosurgeons had a median 32 (IQR 9, 85) publications compared to 52 (IQR 22, 122) for non-AA neurosurgeons (p = 0.019). AA neurosurgeons had a median h-index of 12 (IQR 5, 24) compared to 16 (IQR 9, 31) for non-AA colleagues (p = 0.02). Following stratification by academic rank, these trends did not persist. No statistically significant differences in the median amounts of awarded National Institutes of Health funding (p = 0.194) or level of professorship attained (p = 0.07) were observed between the two cohorts. CONCLUSIONS: Racial disparities between AA and non-AA neurosurgeons exist in publication quantity and h-index overall but not when these groups are stratified by academic rank. Given that AA neurosurgeons comprise more junior faculty, it is expected that their academic accomplishments will increase as more enter academic practice and current neurosurgeons advance into more senior positions.

3.
Clin Imaging ; 83: 159-165, 2022 Mar.
Article En | MEDLINE | ID: mdl-35051739

OBJECTIVE: The Pipeline-Embolization-Device (PED) has been used increasingly for intracranial-aneurysms. Despite the high-patency-rate of jailed branches following PED deployment, little is known about changes in these vessels size. This study measured change in size after PED. METHODS: This retrospective-study screened a database of 183-consecutive-patients treated with PED (07/2011-07/2017) across inclusion criteria. We included patients in whom the ophthalmic artery (OA) and/or the posterior communicating artery (PComA) were jailed by the PED. MRA was used to calculate change in cross-sectional-area (CSA) of these vessels. 29 patients who had MRA before and after treatment were included in the study. The CSA was measured automatically using Syngo®.via-software at fixed points along the analyzed vessels. After exclusion of low-quality and software non-capturable MRA-images, 16 OA and 23 PComA were included in the final analysis. Statistical Package for Social Sciences was used for analysis. RESULTS: The mean CSA of PComA, P1-segement of posteriror-cerebral-artery (P1-PCA), and OA was 3.3 ± 1.3, 4.1 ± 1.2, and 3.2 ± 0.9 mm2 at baseline and 1.9 ± 1.4, 4.3 ± 1.2, and 3.1 ± 0.7 mm2 at follow-up, respectively. The average follow-up was approximately 26 months. While the decrease in CSA of PComA was statistically significant, the increase in P1-PCA CSA was not. The change in OA CSA was not statistically significant. CONCLUSION: Jailing PComA with a PED resulted in a statistically significant decrease in PComA CSA and a statistically non-significant increase in ipsilateral P1 CSA. No statistically significant change in the CSA of OA was noted. Changes might be due to a balance between flow demand through the jailed ostium and presence of collateral flow.


Embolization, Therapeutic , Intracranial Aneurysm , Embolization, Therapeutic/adverse effects , Embolization, Therapeutic/methods , Humans , Intracranial Aneurysm/therapy , Ophthalmic Artery , Parents , Retrospective Studies , Treatment Outcome
4.
Neurosurg Focus ; 50(3): E9, 2021 03.
Article En | MEDLINE | ID: mdl-33789225

While diversity in organized medicine has undoubtedly improved, a disparity remains in the racial and gender makeup of its constituents. This disparity is not distributed equally among all specialties of practice. The surgical subspecialties exemplify this phenomenon by having large gaps between the number of women and racial/ethnic minorities compared to their majority counterparts. Pertaining to neurosurgery in the US, this gap is substantial, with women reaching minority status only within the last 2 years. Among international women in neurosurgery, Black women are even further underrepresented despite efforts in recent years to close the gender gap. The reason for this disparity is likely multifactorial, as Black women demonstrate a unique intersectionality as a minority in regard to both race and gender. In this study, the authors provide historical context for the current state of diversity in neurosurgery and the global strides made by Black women within the field. The authors report recurrent themes in the experiences of Black female neurosurgery attendings and residents as revealed through personal interviews. Furthermore, they examine factors that contribute to the disproportionate representation of Black women in neurosurgery.


Neurosurgery , Black or African American , Ethnicity , Female , Humans , Minority Groups
7.
Clin Neurol Neurosurg ; 194: 105941, 2020 07.
Article En | MEDLINE | ID: mdl-32480295

OBJECTIVES: Patients with aneurysmal subarachnoid hemorrhage (aSAH) often sustain substantial cognitive and functional impairment. Traditional outcome measures have emphasized radiographic and gross clinical outcomes, but cognitive and functional outcomes are less frequently documented. This pilot study assessed the feasibility of administering longitudinal cognitive and neuropsychological testing and tracked patterns of functional improvement in aSAH patients. PATIENTS AND METHODS: Standardized cognitive and neuropsychological testing were administered to a prospective cohort of aSAH patients admitted for treatment to our tertiary care center. Thirty consecutive aSAH patients (Hunt and Hess score 1-3) were enrolled over 23-months and baseline evaluations were completed within 24-h after admission. Patients were followed prospectively after treatment (coiling or clipping) at 1-, 3-, 6-, and 12-months. Functional outcome measures included the Montreal Cognitive Assessment, the Neuropsychiatric Inventory-Questionnaire, and the Functional Activities Questionnaire. RESULTS: Of the 30 patients, 23 (77%) followed-up at 3-months, 21 (70%) at 6-months, and 19 (63%) at 12-months. Improvement from baseline to follow-up at 12-months was noted for general cognitive function (p = .004), memory (p = .025), and executive function (p = .039), with the greatest improvement occurring within 6-months. Daily function also improved mostly within 6-months (p = .022) while changes in neuropsychological disturbances were insignificant from baseline to follow-up at 12-months (p = .216). CONCLUSION: Standardized cognitive and neuropsychological testing provides metrics for evaluating functional outcomes following treatment of aSAH. The addition of a brief battery of tests to routine clinical and radiographic evaluations is feasible. The main limitations are related to practice and referral patterns, and future studies are needed to evaluate the impact of treatment modalities on functional outcomes.


Subarachnoid Hemorrhage/psychology , Subarachnoid Hemorrhage/surgery , Activities of Daily Living , Adult , Aged , Cognition , Cohort Studies , Executive Function , Feasibility Studies , Female , Humans , Longitudinal Studies , Male , Memory , Mental Status and Dementia Tests , Middle Aged , Neuropsychological Tests , Pilot Projects , Prospective Studies , Recovery of Function , Treatment Outcome
8.
Neurocrit Care ; 32(3): 755-764, 2020 06.
Article En | MEDLINE | ID: mdl-31410771

BACKGROUND/OBJECTIVES: Aneurysmal subarachnoid hemorrhage (aSAH) is commonly associated with hydrocephalus due to subarachnoid hemorrhage blood products obstructing cerebrospinal fluid outflow. Hydrocephalus after aSAH is routinely managed with temporary external ventricular drainage (EVD) followed by standard EVD weaning protocols, which determine the need for ventriculoperitoneal shunting (VPS). We sought to investigate aSAH patients who initially passed EVD weaning trials and had EVD removal, but later presented with recurrent, delayed, symptomatic hydrocephalus requiring a VPS. METHODS: We conducted a retrospective review of all patients at our tertiary care medical center who presented with aSAH, requiring an EVD. We analyzed variables associated with ultimate VPS dependency during hospitalization. RESULTS: We reviewed 489 patients with aSAH over a 6-year period (2008-2014). One hundred and thirty-eight (28.2%) developed hydrocephalus requiring a temporary EVD. Forty-four (31.9%) of these patients died or had withdrawal of care during admission, and were excluded from final analysis. Of the remaining 94 patients, 29 (30.9%) failed their clamp trial and required VPS. Sixty-five (69.1%) patients passed their clamp trial and were discharged without a VPS. However, 10 (15.4%) of these patients developed delayed hydrocephalus after discharge and ultimately required VPS [mean (range) days after discharge, 97.2 (35-188)]. Compared to early VPS, the delayed VPS group had a higher incidence of symptomatic vasospasm (90.0% vs 51.7%; P = 0.03). When comparing patients discharged from the hospital without VPS, delayed VPS patients also had higher 6- and 12-month mortality (P = 0.02) and longer EVD clamp trials (P < 0.01) than patients who never required VPS but had an EVD during hospitalization. Delayed hydrocephalus occurred in only 7.8% of patients who passed the initial EVD clamp trial, compared to 14.3% who failed the initial trial and 80.0% who failed 2 or more trials. CONCLUSION: Patients who failed their initial or subsequent EVD clamp trials had a small, but increased risk of developing delayed hydrocephalus ultimately requiring VPS. Additionally, the majority of patients who presented with delayed hydrocephalus also suffered symptomatic vasospasm. These associations should be further explored and validated in a larger prospective study.


Hydrocephalus/surgery , Subarachnoid Hemorrhage/therapy , Vasospasm, Intracranial/epidemiology , Ventriculoperitoneal Shunt/statistics & numerical data , Adult , Female , Humans , Hydrocephalus/etiology , Male , Middle Aged , Mortality , Recurrence , Retrospective Studies , Risk Factors , Subarachnoid Hemorrhage/complications , Ventriculostomy
9.
World Neurosurg ; 134: e16-e28, 2020 Feb.
Article En | MEDLINE | ID: mdl-31470147

BACKGROUND: Flow diversion has become increasingly popular for treatment of cerebral aneurysms in the past few years. In an increasing number of patients with aneurysms, flow diversion (FD) has failed, with a paucity of reported data regarding salvage treatment for these challenging cases. METHODS: We present a multicenter series of 13 aneurysms for which FD failed and that were subsequently treated with open surgery. We also present a review of the reported data regarding operative management of aneurysms after unsuccessful FD. RESULTS: Twelve patients with 13 aneurysms were included in the present study. All 12 patients had undergone surgery after FD because of persistent aneurysm filling, mass effect, or aneurysm rupture. The patients underwent aneurysm clipping and parent vessel reconstruction, decompression of the aneurysm mass, occlusion of proximal flow to the aneurysm, or aneurysm trapping with or without extracranial-intracranial artery bypass. CONCLUSIONS: Aneurysms for which FD fails present a variety of unique and challenging management situations that will likely be encountered with increased frequency, given the popularity of FD. Microsurgical salvage options require individualized care tailored to the underlying pathological features, patient characteristics, and surgical expertise.


Aneurysm, Ruptured/surgery , Endovascular Procedures , Intracranial Aneurysm/surgery , Neurosurgical Procedures , Adult , Aged , Cerebral Revascularization/methods , Female , Humans , Male , Middle Aged , Treatment Outcome
10.
J Neurosurg ; 132(1): 33-41, 2019 01 11.
Article En | MEDLINE | ID: mdl-30641833

OBJECTIVE: The role of CT perfusion (CTP) in the management of patients with acute ischemic stroke (AIS) remains a matter of debate. The primary aim of this study was to evaluate the correlation between the areas of infarction and penumbra on CTP scans and functional outcome in patients with AIS. METHODS: This was a retrospective review of 100 consecutively treated patients with acute anterior circulation ischemic stroke who underwent CT angiography (CTA) and CTP at admission between February 2011 and October 2014. On CTP, the volume of ischemic core and penumbra was measured using the Alberta Stroke Program Early CT Score (ASPECTS). CTA findings were also noted, including the site of occlusion and regional leptomeningeal collateral (rLMC) score. Functional outcome was defined by modified Rankin Scale (mRS) score obtained at discharge. Associations of CTP and CTA parameters with mRS scores at discharge were assessed using multivariable proportional odds logistic regression models. RESULTS: The median age was 67 years (range 19-95 years), and the median NIH Stroke Scale score was 16 (range 2-35). In a multivariable analysis adjusting for potential confounding variables, having an infarct on CTP scans in the following regions was associated with a worse mRS score at discharge: insula ribbon (p = 0.043), perisylvian fissure (p < 0.001), motor strip (p = 0.007), M2 (p < 0.001), and M5 (p = 0.023). A worse mRS score at discharge was more common in patients with a greater volume of infarct core (p = 0.024) and less common in patients with a greater rLMC score (p = 0.004). CONCLUSIONS: The results of this study provide evidence that several CTP parameters are independent predictors of functional outcome in patients with AIS and have potential to identify those patients most likely to benefit from reperfusion therapy in the treatment of AIS.


Aneurysm, Ruptured/complications , Brain Damage, Chronic/etiology , Cerebral Infarction/diagnostic imaging , Perfusion Imaging/methods , Stroke/complications , Tomography, X-Ray Computed/methods , Adult , Aged , Aged, 80 and over , Cerebral Angiography , Cerebral Infarction/etiology , Cerebral Infarction/pathology , Comorbidity , Computed Tomography Angiography , Female , Humans , Male , Middle Aged , Recovery of Function , Retrospective Studies , Severity of Illness Index , Single-Blind Method , Treatment Outcome , Young Adult
11.
J Neurosurg ; : 1-10, 2018 May 01.
Article En | MEDLINE | ID: mdl-29775153

OBJECTIVEThe overall risk of ischemic stroke from a chronically occluded internal carotid artery (COICA) is around 5%-7% per year despite receiving the best available medical therapy. Here, authors propose a radiographic classification of COICA that can be used as a guide to determine the technical success and safety of endovascular recanalization for symptomatic COICA and to assess the changes in systemic blood pressure following successful revascularization.METHODSThe radiographic images of 100 consecutive subjects with COICA were analyzed. A new classification of COICA was proposed based on the morphology, location of occlusion, and presence or absence of reconstitution of the distal ICA. The classification was used to predict successful revascularization in 32 symptomatic COICAs in 31 patients, five of whom were female (5/31 [16.13%]). Patients were included in the study if they had a COICA with ischemic symptoms refractory to medical therapy. Carotid artery occlusion was defined as 100% cross-sectional occlusion of the vessel lumen as documented on CTA or MRA and confirmed by digital subtraction angiography.RESULTSFour types (A-D) of radiographic COICA were identified. Types A and B were more amenable to safe revascularization than types C and D. Recanalization was successful at a rate of 68.75% (22/32 COICAs; type A: 8/8; type B: 8/8; type C: 4/8; type D: 2/8). The perioperative complication rate was 18.75% (6/32; type A: 0/8 [0%]; type B: 1/8 [12.50%]; type C: 3/8 [37.50%], type D: 2/8 [25.00%]). None of these complications led to permanent morbidity or death. Twenty (64.52%) of 31 subjects had improvement in their symptoms at the 2-6 months' follow-up. A statistically significant decrease in systolic blood pressure (SBP) was noted in 17/21 (80.95%) patients who had successful revascularization, which persisted on follow-up (p = 0.0001). The remaining 10 subjects in whom revascularization failed had no significant changes in SBP (p = 0.73).CONCLUSIONSThe pilot study suggested that our proposed classification of COICA may be useful as an adjunctive guide to determine the technical feasibility and safety of revascularization for symptomatic COICA using endovascular techniques. Additionally, successful revascularization may lead to a significant decrease in SBP postprocedure. A Phase 2b trial in larger cohorts to assess the efficacy of endovascular revascularization using our COICA classification is warranted.

12.
World Neurosurg ; 109: 182-187, 2018 Jan.
Article En | MEDLINE | ID: mdl-28986231

BACKGROUND: Preoperative embolization of highly vascular tumors of the posterior fossa can decrease morbidity and operative blood loss. No clear consensus exists for the embolization agent of choice for optimal devascularization of these tumors. The purpose of this study was to assess effectiveness of microsphere embolization in reducing tumor hypervascularity before surgical resection. METHODS: We retrospectively reviewed medical records of patients with hypervascular posterior fossa tumors who were treated at a single institution from 2009 to 2016. RESULTS: Four of 9 patients with hypervascular posterior fossa tumors underwent embolization with 300-500 µm microspheres before surgical resection. Patients selected for embolization had large tumors with large feeding vessels evident on brain magnetic resonance imaging. Surgical resection was performed within 24 hours of embolization in all 4 patients. Mean (SD) patient age was 42.5 years (18.4), and mean (SD) tumor size was 4.3 cm (1.4) in greatest dimension. All patients presented with symptoms related to mass effect. Gross total tumor resection was achieved in all patients. There were no intraoperative complications related to the embolization or craniotomy; mean (SD) blood loss was 350 mL (208). CONCLUSIONS: Preoperative embolization with microspheres can effectively reduce vascularity of the hypervascular posterior fossa tumor bed. This technique helped achieve complete resection, particularly for patients with recurrence after previous resection.


Embolization, Therapeutic/methods , Infratentorial Neoplasms/therapy , Microspheres , Neurosurgical Procedures , Adult , Aged , Female , Humans , Infratentorial Neoplasms/diagnostic imaging , Infratentorial Neoplasms/surgery , Preoperative Care , Retrospective Studies , Treatment Outcome
13.
Neurosurg Focus ; 42(4): E15, 2017 Apr.
Article En | MEDLINE | ID: mdl-28366063

OBJECTIVE Tandem occlusions continue to represent a major challenge in patients with acute ischemic stroke (AIS). The anterograde approach with proximal to distal revascularization as well as the retrograde approach with distal to proximal revascularization have been reported without clear consensus or standard guidelines. METHODS The authors performed a comprehensive search of the PubMed database for studies including patients with carotid occlusions and tandem distal occlusions treated with endovascular therapy. They reviewed the type of approach employed for endovascular intervention and clinical outcomes reported with emphasis on the revascularization technique. They also present an illustrative case of AIS and concurrent proximal cervical carotid occlusion and distal middle cerebral artery occlusion from their own experience in order to outline the management dilemma for similar cases. RESULTS A total of 22 studies were identified, with a total of 790 patients with tandem occlusions in AIS. Eleven studies used the anterograde approach, 3 studies used the retrograde approach, 4 studies used both, and in 4 studies the approach was not specified. In the studies that reported Thrombolysis in Cerebral Infarction (TICI) grades, an average of 79% of patients with tandem occlusions were reported to have an outcome of TICI 2b or better. One study found good clinical outcome in 52.5% of the thrombectomy-first group versus 33.3% in the stent-first group, as measured by the modified Rankin Scale (mRS). No study evaluated the difference in time to reperfusion for the anterograde and retrograde approach and its association with clinical outcome. The patient in the illustrative case had AIS and tandem occlusion of the internal carotid and middle cerebral arteries and underwent distal revascularization using a Solitaire stent retrieval device followed by angioplasty and stent treatment of the proximal cervical carotid occlusion. The revascularization was graded as TICI 2b; the postintervention National Institutes of Health Stroke Scale (NIHSS) score was 17, and the discharge NIHSS score was 7. The admitting, postoperative, and 30-day mRS scores were 5, 1, and 1, respectively. CONCLUSIONS In stroke patients with tandem occlusions, distal to proximal revascularization represents a reasonable treatment approach and may offer the advantage of decreased time to reperfusion, which is associated with better functional outcome. Further studies are warranted to determine the best techniques in endovascular therapy to use in this subset of patients in order to improve clinical outcome.


Cerebral Revascularization/methods , Infarction, Middle Cerebral Artery/complications , Infarction, Middle Cerebral Artery/surgery , Stroke/surgery , Brain Ischemia/complications , Humans , PubMed/statistics & numerical data , Stroke/etiology , Treatment Outcome
14.
J Neurosurg ; 126(6): 1894-1898, 2017 Jun.
Article En | MEDLINE | ID: mdl-27636182

The Pipeline Embolization Device (PED) was approved for the treatment of intracranial aneurysms from the petrous to the superior hypophyseal segment of the internal carotid artery. However, since its approval, its use for treatment of intracranial aneurysms in other locations and non-sidewall aneurysms has grown tremendously. The authors report on a cohort of 15 patients with 16 cerebral aneurysms that incorporated an end vessel with no significant distal collaterals, which were treated with the PED. The cohort includes 7 posterior communicating artery aneurysms, 5 ophthalmic artery aneurysms, 1 superior cerebellar artery aneurysm, 1 anterior inferior cerebellar artery aneurysm, and 2 middle cerebral artery aneurysms. None of the aneurysms achieved significant occlusion at the last follow-up evaluation (mean 24 months). Based on these observations, the authors do not recommend the use of flow diverters for the treatment of this subset of cerebral aneurysms.


Embolization, Therapeutic/instrumentation , Intracranial Aneurysm/therapy , Adult , Aged , Cerebral Angiography , Female , Humans , Intracranial Aneurysm/diagnostic imaging , Male , Middle Aged , Stents , Treatment Outcome
15.
Ochsner J ; 14(1): 112-8, 2014.
Article En | MEDLINE | ID: mdl-24688343

BACKGROUND: Myelomeningocele is the most common form of congenital central nervous system defect that is compatible with life. Most patients with myelomeningocele have significant functional impairment of ambulation and bowel and bladder function, require permanent cerebrospinal fluid diversion with shunting, and have significant morbidity and mortality from hindbrain herniation (Chiari II malformation). The advent of intrauterine surgery has provided new opportunities to better address this lifelong debilitating disease. CASE REPORT: The patient was a 19-year-old gravida 2 para 1 at 22-6/7 weeks whose fetus was diagnosed with an open neural tube defect and further demonstrated to have ventriculomegaly and hindbrain herniation. Amniocentesis confirmed normal karyotype and the presence of acetylcholinesterase. After an intrauterine procedure, the patient underwent cesarean section at 35-5/7 weeks and delivered a male infant. His spinal incision was well healed at birth without any evidence of cerebrospinal fluid leakage, and his extremities were normal in appearance, range of motion, and movement. The infant also has maintained relatively normal, age-appropriate bowel and bladder function and has no obvious neurologic deficit. CONCLUSION: As the benefit of fetal surgery becomes more widely accepted, quality of care and patient safety must be at the forefront of any institution's effort to offer fetal surgery. Given the current prevalence of spina bifida and the amount of resources required to treat this disease effectively either in utero or postnatally, it is our opinion that the treatment of spina bifida should be regionalized to tertiary referral centers with the interdisciplinary expertise to offer comprehensive treatment for all aspects of the disease and all phases of care for the patients.

16.
Hawaii Med J ; 65(5): 130-2, 134-139, 151, 2006 May.
Article En | MEDLINE | ID: mdl-16774141

BACKGROUND: Provider delivered complementary and alternative medicine (CAM) is used increasingly as a treatment option. Nevertheless, data related to the prevalence of provider delivered CAM (or PDCAM) use in diverse racial and ethnic populations is limited. The purpose of this investigation was to describe the use of provider delivered CAM in Hawaiian, Asian, and other Pacific Island populations in Hawai'i. The investigation was undertaken to test the hypothesis that a significant difference existed in the use of provider delivered CAM in Hawai'i because of the cultural diversity existing within the population. METHODS: The data were collected through the Hawai'i Health Survey (HHS). The HHS was administered by telephone among 5,000 stratified, randomly selected households, representing each of the Hawaiian Islands. Data were collected on all members of sample households. The sample population was statistically adjusted to represent the population of Hawai'i. RESULTS: Several factors emerged that may indicate increased use of provider delivered CAM. Most provider delivered CAM users are more educated, have incomes 200% or more above the poverty line, and reported either good or very good health status. Among respondents with poor health status, 60.4% have used provider delivered CAM. Those with a body mass index indicating that they were overweight also reported a high level of provider delivered CAM use (51.4%). Similar percentages of both women and men use provider delivered CAM, while the youngest and oldest respondents reported the least use of provider delivered CAM. Whites (60.0%) and Koreans (56.6%) reported the highest percentage of use of provider delivered CAM, while African Americans (35.5%) and Filipinos (37. 1%) reported the lowest percentage. The majority of people without health insurance report provider delivered CAM use (53. 7%). The highest portion of people who have usedanyalternative health care service is found among those whose pain severely interferes with normal work (78.3%). CONCLUSIONS The use of provider delivered CAM was found to be significantly greater in Hawaii compared with the mainland. Our results suggest the need for additional investigation of provider delivered CAM use in specific ethnic subpopulations.


Complementary Therapies/statistics & numerical data , Health Care Surveys , Patient Acceptance of Health Care/ethnology , Adult , Aged , Cultural Diversity , Family Characteristics , Female , Hawaii , Humans , Male , Middle Aged
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