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1.
Ann Emerg Med ; 83(5): 421-431, 2024 May.
Article in English | MEDLINE | ID: mdl-37725019

ABSTRACT

STUDY OBJECTIVE: The SafeSDH Tool was derived to identify patients with isolated (no other type of intracranial hemorrhage) subdural hematoma who are at very low risk of neurologic deterioration, neurosurgical intervention, or death. Patients are low risk by the tool if they have none of the following: use of anticoagulant or nonaspirin antiplatelet agent, Glasgow Coma Score (GCS) <14, more than 1 discrete hematoma, hematoma thickness >5 mm, or midline shift. We attempted to externally validate the SafeSDH Tool. METHODS: We performed a retrospective chart review of patients aged ≥16 with a GCS ≥13 and isolated subdural hematoma who presented to 1 of 6 academic and community hospitals from 2005 to 2018. The primary outcome, a composite of neurologic deterioration (seizure, altered mental status, or symptoms requiring repeat imaging), neurosurgical intervention, discharge on hospice, and death, was abstracted from discharge summaries. Hematoma thickness, number of hematomas, and midline shift were abstracted from head imaging reports. Anticoagulant use, antiplatelet use, and GCS were gathered from the admission record. RESULTS: The validation data set included 753 patients with isolated subdural hematoma. Mortality during the index admission was 2.1%; 26% of patients underwent neurosurgical intervention. For the composite outcome, sensitivity was 99% (95% confidence interval [CI] 97 to 100), and specificity was 31% (95% CI 27 to 35). The tool identified 162 (21.5%) patients as low risk. Negative likelihood ratio was 0.03 (95% CI 0.01 to 0.11). CONCLUSION: The SafeSDH Tool identified patients with isolated subdural hematoma who are at low risk for poor outcomes with high sensitivity. With prospective validation, these low-risk patients could be safe for management in less intensive settings.

2.
J Emerg Med ; 61(5): 456-465, 2021 11.
Article in English | MEDLINE | ID: mdl-34074551

ABSTRACT

BACKGROUND: Aneurysmal subarachnoid hemorrhage (aSAH) and traumatic subarachnoid hemorrhage (tSAH) differ significantly in their mortality and management. Although computed tomography angiography (CTA) is critical to guide timely interventions in aSAH, it lacks recognized benefit in assessing tSAH. Despite this, CTA commonly is included in tSAH evaluation. OBJECTIVE: Determine if any clinically significant cerebral aneurysms are identified on CTA in emergency department (ED) patients with a tSAH. METHODS: Retrospective observational study of consecutive blunt head trauma patients ages ≥ 16 years with Glasgow Coma Scale score (GCS) ≥ 13 who presented to an academic ED (100,000 annual visits) over a 7-year period. Those included had a CT-diagnosed SAH and underwent head CTA. The primary endpoint was the detection of any clinically significant brain aneurysms. RESULTS: There were 297 patients that met the inclusion criteria. Twenty-six patients (8.8%) had an incidental aneurysm discovered; one underwent elective outpatient intervention. Aneurysm-positive patients were more likely to be female (69.2% vs. 46.9%, p = 0.003), age 60 years or older (80.8% vs. 52.4%, p = 0.005), and be on anticoagulation (42.3% vs. 28.0%, p = 0.03). There were no differences between the aneurysm-positive and -negative patients with respect to GCS, history of hypertension, or mechanism of injury. CONCLUSIONS: In this 7-year retrospective chart review, CTA in patients with tSAH and GCS ≥ 13 did not reveal any clinically relevant cerebral aneurysms. One incidental aneurysm later underwent outpatient neurovascular intervention. In the absence of specific clinical concerns, CTA has minimal value in well-appearing patients with a tSAH.


Subject(s)
Subarachnoid Hemorrhage, Traumatic , Subarachnoid Hemorrhage , Adolescent , Angiography , Female , Humans , Male , Middle Aged , Retrospective Studies , Subarachnoid Hemorrhage/complications , Subarachnoid Hemorrhage/diagnostic imaging , Tomography, X-Ray Computed
3.
World Neurosurg ; 147: e163-e170, 2021 03.
Article in English | MEDLINE | ID: mdl-33309641

ABSTRACT

BACKGROUND: Subdural hematoma (SDH) is the most common form of traumatic intracranial hemorrhage. Orlando and colleagues derived a prediction tool for neurosurgical intervention, the "Orlando Tool," consisting of (a) maximum thickness of hematoma, and (b) presence of acute-on-chronic (AOC) hematoma. This study externally validated the Orlando Tool. METHODS: We performed a retrospective chart review of consecutive patients aged ≥16 years with a Glasgow Coma Scale score ≥13, and a computed tomography-documented isolated, traumatic SDH, who presented to a university-affiliated, urban, 100,000-annual-visit emergency department from 2009-2015. The primary outcome was neurosurgical intervention. Thickness of hematoma and presence of AOC hematoma were abstracted from cranial computed tomography scan reports by 2 trained physician abstractors. RESULTS: A total of 607 patients with isolated SDH were included in the validation dataset. Median hematoma thickness was 6 mm. AOC hematoma was noted in 13% of patients. Mortality was 2.5%, and 15.7% of patients underwent neurosurgery. The Orlando Tool had an area under the curve of 0.93 in the validation, comparable to 0.94 reported in their derivation set. At the prespecified cutoff of 9.96% risk, the tool had a 88% (95% CI, 80-94) sensitivity in the validation cohort compared with 94% in the derivation cohort. The specificity of 82% (95% CI, 78-85) was comparable with 84% in the derivation group. Negative likelihood ratio was 0.14 (95% CI, 0.08-0.25), compared with 0.09 in derivation. CONCLUSIONS: The Orlando Tool accurately predicts neurosurgical intervention in patients with isolated, traumatic SDH and preserved consciousness.


Subject(s)
Hematoma, Subdural/diagnostic imaging , Hematoma, Subdural/surgery , Neurosurgical Procedures/standards , Tomography, X-Ray Computed/standards , Adolescent , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Male , Middle Aged , Neurosurgical Procedures/trends , Predictive Value of Tests , Retrospective Studies , Tomography, X-Ray Computed/trends , Young Adult
4.
J Stroke Cerebrovasc Dis ; 29(2): 104552, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31839545

ABSTRACT

BACKGROUND AND AIM: Performance measures have been extensively studied for acute ischemic stroke, leading to guideline-established benchmarks. Factors influencing care efficiency for intracerebral hemorrhage (ICH) are not well delineated. We sought to identify factors associated with early recognition of ICH and to assess the association between early recognition and completion of emergency care tasks. METHODS: Consecutive patients with spontaneous ICH were enrolled in an observational cohort study conducted from 2009 to 2017 at an urban comprehensive stroke center, excluding patient transferred from other hospitals. We used stroke team activation as the indicator of early recognition and measured completion times for multiple ICH-relevant performance metrics including door to computed tomography (CT) acquisition and door to hemostatic medication initiation. RESULTS: We studied 204 cases. All stroke-related performance times were faster in patients managed with stroke team activation compared to no activation, including quicker door to CT acquisition (median 24 versus 48 minutes, P < .001) and door to hemostatic medication initiation (63 versus 99 minutes, P = .005). These associations were confirmed in adjusted models. Stroke codes were activated in 43% of cases and were more likely in patients with shorter onset-to-arrival times, higher National Institutes of Health Stroke Scale scores, and higher Glasgow Coma Scale scores. CONCLUSIONS: Stroke team activation was associated with more rapid diagnostic and therapeutic interventions for patients with ICH, but activation did not occur in the majority of cases, implying absence of early recognition. A stroke team activation process improves care performance, but leveraging the advantages of existing systems will require improved triage tools to identify ICH in the acute setting.


Subject(s)
Cerebral Hemorrhage/drug therapy , Emergency Service, Hospital/standards , Hemostatics/administration & dosage , Outcome and Process Assessment, Health Care/standards , Quality Improvement/standards , Quality Indicators, Health Care/standards , Time-to-Treatment/standards , Aged , Aged, 80 and over , Cerebral Hemorrhage/diagnostic imaging , Critical Pathways/standards , Drug Administration Schedule , Early Diagnosis , Female , Humans , Male , Middle Aged , Patient Care Team/standards , Prospective Studies , Time Factors , Tomography, X-Ray Computed/standards , Treatment Outcome
5.
Brain Inj ; 33(8): 1059-1063, 2019.
Article in English | MEDLINE | ID: mdl-31007086

ABSTRACT

Background: Seizures are a complication of subdural hematoma (SDH), and there is substantial variability in the use of seizure prophylaxis for patients with SDH. However, the incidence of seizures in patients with SDH without severe neurotrauma is not clear. The objective of this study was to assess the frequency of and factors associated with seizures in patients with isolated SDH (iSDH) without severe neurotrauma. Methods: In this retrospective, observational study, we identified adults with Glasgow Coma Score (GCS) ≥13 and computed tomography (CT)-documented iSDH. The primary outcome was clinical seizure frequency. Seizure medication use was also assessed. Fisher's exact test and logistic regression were used to assess association. Results: Of 643 patients with iSDH, 14 (2.2%) had seizures during hospitalization. Of 630 patients (98%) not receiving seizure medication prior to SDH, 522 (82.9%) received levetiracetam. Of the patients who received a seizure medication, 12 (2.3%) had a seizure, while of the 121 patients who did not receive seizure medications, 2 (1.9%) had a seizure (p = .49). In multivariable regression, the only variable significantly associated with seizure was thickness of subdural hematoma (OR 1.16, p = .005). Conclusion: In patients with iSDH and preserved consciousness, in-hospital seizures were rare regardless of seizure medications use.


Subject(s)
Consciousness/physiology , Hematoma, Subdural/epidemiology , Hematoma, Subdural/physiopathology , Seizures/epidemiology , Seizures/physiopathology , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Hematoma, Subdural/diagnosis , Humans , Male , Middle Aged , Retrospective Studies , Seizures/diagnosis , Young Adult
6.
West J Emerg Med ; 20(2): 307-315, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30881551

ABSTRACT

INTRODUCTION: Traumatic intracranial hemorrhage (TIH), brain injury with radiographic hemorrhage, is a common emergency department (ED) presentation, and encompasses a wide range of clinical syndromes. Patients with moderate and severe neurotrauma (Glasgow Coma Scale [GCS] < 13) with intracranial hemorrhage require care at a trauma center with neurosurgical capabilities. However, many patients with mild traumatic intracranial hemorrhage (mTIH), defined as radiographic bleeding and GCS ≥ 13, do not require operative intervention or intensive care unit monitoring, but are still routinely transferred to tertiary care centers. We hypothesized that a significant proportion of patients are managed non-operatively and are discharged within 24 hours of admission. METHODS: This was a retrospective, observational study of consecutive patients age ≥ 16 years, GCS ≥ 13 who were transferred to an urban, medical school-affiliated, 100,000 annual visit ED over a seven-year period with blunt isolated mTIH. The primary outcome was discharge within 24 hours of admission. We measured rates of neurosurgical intervention, computed tomography hemorrhage progression, and neurologic deterioration as well as other demographic and clinical variables. RESULTS: There were 1079 transferred patients with isolated mTIH. Of these, 92.4% were treated non-operatively and 35.8% were discharged within 24 hours of presentation to the tertiary ED. Patient characteristics associated with rapid discharge after transfer include a GCS of 15 (odds ratio [OR] 2.9, 95% confidence interval [CI], 1.9 - 4.4), subdural hematoma ≤ 6mm (OR 3.1, 95% CI, 2.2 - 4.5) or the presence of an isolated subarachnoid hemorrhage (OR 1.7, 95% CI, 1.3 - 2.4). Of patients with length of stay < 24 hours, 79.8% were discharged directly from the ED or ED observation unit. CONCLUSION: Patients transferred to tertiary care centers are frequently discharged after brief observation without intervention. Risk can be predicted by clinical and radiographic data. Further prospective research is required to determine a safe cohort of patients who could be managed at community sites.


Subject(s)
Intracranial Hemorrhage, Traumatic/therapy , Patient Discharge/statistics & numerical data , Patient Transfer/statistics & numerical data , Adolescent , Adult , Aged , Cohort Studies , Critical Care/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Female , Glasgow Coma Scale , Hospitalization/statistics & numerical data , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Monitoring, Physiologic , Odds Ratio , Retrospective Studies , Tomography, X-Ray Computed/methods , Trauma Centers/statistics & numerical data , Young Adult
7.
Emerg Radiol ; 26(3): 301-306, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30693414

ABSTRACT

PURPOSE: Subdural hematoma (SDH) is the most common form of traumatic intracranial hemorrhage, and radiographic characteristics of SDH are predictive of complications and patient outcomes. We created a natural language processing (NLP) algorithm to extract structured data from cranial computed tomography (CT) scan reports for patients with SDH. METHODS: CT scan reports from patients with SDH were collected from a single center. All reports were based on cranial CT scan interpretations by board-certified attending radiologists. Reports were then coded by a pair of physicians for four variables: number of SDH, size of midline shift, thickness of largest SDH, and side of largest SDH. Inter-rater reliability was assessed. The annotated reports were divided into training (80%) and test (20%) datasets. Relevant information was extracted from text using a pattern-matching approach, due to the lack of a mention-level gold-standard corpus. Then, the NLP pipeline components were integrated using the Apache Unstructured Information Management Architecture. Output performance was measured as algorithm accuracy compared to the data coded by the two ED physicians. RESULTS: A total of 643 scans were extracted. The NLP algorithm accuracy was high: 0.84 for side of largest SDH, 0.88 for thickness of largest SDH, and 0.92 for size of midline shift. CONCLUSION: A NLP algorithm can structure key data from non-contrast head CT reports with high accuracy. The NLP is a potential tool to detect important radiographic findings from electronic health records, and, potentially, add decision support capabilities.


Subject(s)
Hematoma, Subdural/diagnostic imaging , Natural Language Processing , Tomography, X-Ray Computed , Humans , Reproducibility of Results , Trauma Centers
8.
Am J Emerg Med ; 37(9): 1694-1698, 2019 09.
Article in English | MEDLINE | ID: mdl-30559018

ABSTRACT

BACKGROUND: Patients with traumatic intracranial hemorrhage (TIH) frequently receive repeat head CT scans (RHCT) to assess for progression of TIH. The utility of this practice has been brought into question, with some studies suggesting that in the absence of progressive neurologic symptoms, the RHCT does not lead to clinical interventions. METHODS: This was a retrospective review of consecutive patients with CT-documented TIH and GCS ≥ 13 presenting to an academic emergency department from 2009 to 2013. Demographic, historical, and physical exam variables, number of CT scans during admission were collected with primary outcomes of: neurological decline, worsening findings on repeat CT scan, and the need for neurosurgical intervention. RESULTS: Of these 1126 patients with mild traumatic intracranial hemorrhage, 975 had RHCT. Of these, 54 (5.5% (4.2-7.2 95 CI) had neurological decline, 73 (7.5% 5.9-9.3 95 CI) had hemorrhage progression on repeat CT scan, and 58 (5.9% 4.5-7.6 95 CI) required neurosurgical intervention. Only 3 patients (0.3% 0.1-0.9% 95 CI) underwent neurosurgical intervention due to hemorrhage progression on repeat CT scan without neurological decline. In this scenario, the number of RHCT scans needed to be performed to identify this one patient is 305. CONCLUSIONS: RHCT after initial findings of TIH and GCS ≥ 13 leading to a change to operative management in the absence of neurologic progression is a rare event. A protocol that includes selective RHCT including larger subdural hematomas or patients with coagulopathy (vitamin K inhibitors and anti-platelet agents) may be a topic for further study.


Subject(s)
Intracranial Hemorrhage, Traumatic/diagnostic imaging , Tomography, X-Ray Computed/methods , Disease Progression , Emergency Service, Hospital , Female , Glasgow Coma Scale , Hematoma, Epidural, Cranial/diagnostic imaging , Hematoma, Epidural, Cranial/physiopathology , Hematoma, Epidural, Cranial/surgery , Hematoma, Subdural, Intracranial/diagnostic imaging , Hematoma, Subdural, Intracranial/physiopathology , Hematoma, Subdural, Intracranial/surgery , Humans , Intracranial Hemorrhage, Traumatic/physiopathology , Intracranial Hemorrhage, Traumatic/surgery , Length of Stay , Male , Middle Aged , Neurosurgical Procedures , Retrospective Studies , Severity of Illness Index , Subarachnoid Hemorrhage, Traumatic/diagnostic imaging , Subarachnoid Hemorrhage, Traumatic/physiopathology , Subarachnoid Hemorrhage, Traumatic/surgery
9.
Acad Emerg Med ; 24(11): 1377-1386, 2017 11.
Article in English | MEDLINE | ID: mdl-28871614

ABSTRACT

OBJECTIVES: Subdural hematoma (SDH) is the most common form of traumatic intracranial hemorrhage. Severity of disease in patients with SDH varies widely. It was hypothesized that a decision rule could identify patients with SDH who are at very low risk for neurologic decline, neurosurgical intervention, or radiographic worsening. METHODS: Retrospective chart review of consecutive patients age ≥ 16 with Glasgow Coma Score (GCS) ≥ 13 and computed tomography (CT)-documented isolated SDH presenting to a university-affiliated, urban, 100,000-annual-visit ED from 2009 to 2015. Demographic, historical, and physical examination variables were collected. Primary outcome was a composite of neurosurgical intervention, worsening repeat CT, and neurologic decline. Univariate analysis was performed and statistically important variables were utilized to create a logistic regression model. RESULTS: A total of 644 patients with isolated SDH were reviewed, 340 in the derivation group and 304 in the validation set. Mortality was 2.2%. A total 15.5% of patients required neurosurgery. A decision instrument was created: patients were low risk if they had none of the following factors-SDH thickness ≥ 5mm, warfarin use, clopidogrel use, GCS < 14, and presence of midline shift. This model had a sensitivity of 98.6% for the composite endpoint, specificity of 37.1%, and a negative likelihood ratio of 0.037. In the validation cohort, sensitivity was 96.3%, specificity was 31.5%, and negative likelihood ratio was 0.127. CONCLUSION: Subdural hematomas are amenable to risk stratification analysis. With prospective validation, this decision instrument may aid in triaging these patients, including reducing the need for transfer to tertiary centers.


Subject(s)
Decision Support Techniques , Hematoma, Subdural/epidemiology , Risk Assessment , Adolescent , Adult , Aged , Aged, 80 and over , Anticoagulants/therapeutic use , Clopidogrel , Cohort Studies , Emergency Service, Hospital , Female , Glasgow Coma Scale , Hematoma, Subdural/diagnostic imaging , Hematoma, Subdural/surgery , Humans , Likelihood Functions , Male , Middle Aged , Neuroimaging , Neurosurgical Procedures/statistics & numerical data , Platelet Aggregation Inhibitors/therapeutic use , Retrospective Studies , Sensitivity and Specificity , Ticlopidine/analogs & derivatives , Ticlopidine/therapeutic use , Warfarin/therapeutic use , Young Adult
10.
Am J Emerg Med ; 35(2): 255-259, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27838043

ABSTRACT

BACKGROUND: Patients with traumatic intracranial hemorrhage and mild traumatic brain injury (mTIH) receive broadly variable care which often includes transfer to a trauma center, neurosurgery consultation and ICU admission. However, there may be a low risk cohort of patients who can be managed without utilizing such significant resources. OBJECTIVE: Describe mTIH patients who are at low risk of clinical or radiographic decompensation and can be safely managed in an ED observation unit (EDOU). METHODS: Retrospective evaluation of patients age≥16, GCS≥13 with ICH on CT. Primary outcomes included clinical/neurologic deterioration, CT worsening or need for neurosurgery. RESULTS: 1185 consecutive patients were studied. 814 were admitted and 371 observed patients (OP) were monitored in the EDOU or discharged from the ED after a period of observation. None of the OP deteriorated clinically. 299 OP (81%) had a single lesion on CT; 72 had mixed lesions. 120 patients had isolated subarachnoid hemorrhage (iSAH) and they did uniformly well. Of the 119 OP who had subdural hematoma (SDH), 6 had worsening CT scans and 3 underwent burr hole drainage procedures as inpatients due to persistent SDH without new deficit. Of the 39 OP who had cerebral contusions, 3 had worsening CT scans and one required NSG admission. No patient returned to the ED with a complication. Follow-up was obtained on 81% of OP. 2 patients with SDH required burr hole procedure >2weeks after discharge. CONCLUSIONS: Patients with mTIH, particularly those with iSAH, have very low rates of clinical or radiographic deterioration and may be safe for monitoring in an emergency department observation unit.


Subject(s)
Brain Injuries, Traumatic/therapy , Emergency Service, Hospital/standards , Intracranial Hemorrhage, Traumatic/therapy , Patient Discharge/standards , Trauma Centers/standards , Adolescent , Adult , Aged , Aged, 80 and over , Brain Injuries, Traumatic/diagnostic imaging , Emergency Service, Hospital/organization & administration , Emergency Service, Hospital/statistics & numerical data , Female , Glasgow Coma Scale , Humans , Intracranial Hemorrhage, Traumatic/diagnostic imaging , Male , Middle Aged , Monitoring, Physiologic , Observation , Outcome Assessment, Health Care/statistics & numerical data , Patient Discharge/statistics & numerical data , Patient Safety , Retrospective Studies , Tomography, X-Ray Computed , Trauma Centers/organization & administration , Trauma Centers/statistics & numerical data , Young Adult
11.
Ann Emerg Med ; 66(1): 51-9, 2015 Jul.
Article in English | MEDLINE | ID: mdl-24997562

ABSTRACT

Emergency department (ED) information systems are designed to support efficient and safe emergency care. These same systems often play a critical role in disasters to facilitate real-time situation awareness, information management, and communication. In this article, we describe one ED's experiences with ED information systems during the April 2013 Boston Marathon bombings. During postevent debriefings, staff shared that our ED information systems and workflow did not optimally support this incident; we found challenges with our unidentified patient naming convention, real-time situational awareness of patient location, and documentation of assessments, orders, and procedures. As a result, before our next mass gathering event, we changed our unidentified patient naming convention to more clearly distinguish multiple, simultaneous, unidentified patients. We also made changes to the disaster registration workflow and enhanced roles and responsibilities for updating electronic systems. Health systems should conduct disaster drills using their ED information systems to identify inefficiencies before an actual incident. ED information systems may require enhancements to better support disasters. Newer technologies, such as radiofrequency identification, could further improve disaster information management and communication but require careful evaluation and implementation into daily ED workflow.


Subject(s)
Bombs , Emergency Service, Hospital , Hospital Information Systems , Mass Casualty Incidents , Terrorism , Boston , Electronic Health Records , Emergency Service, Hospital/organization & administration , Hospital Information Systems/organization & administration , Humans , Patient Identification Systems
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