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2.
BMC Neurol ; 24(1): 162, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38750430

ABSTRACT

BACKGROUND: Hematoma expansion is a critical factor associated with increased mortality and adverse outcomes in patients with intracerebral hemorrhage (ICH). Identifying and preventing hematoma expansion early on is crucial for effective therapeutic intervention. This study aimed to investigate the potential association between the Red cell distribution width to lymphocyte ratio (RDWLR) and hematoma expansion in ICH patients. METHODS: We conducted a retrospective analysis of clinical data from 303 ICH patients treated at our department between May 2018 and May 2023. Demographic, clinical, radiological, and laboratory data, including RDWLR upon admission, were assessed. Binary logistic regression analysis was employed to determine independent associations between various variables and hematoma expansion. RESULTS: The study included 303 ICH patients, comprising 167 (55.1%) males and 136 (44.9%) females, with a mean age of 65.25 ± 7.32 years at admission. Hematoma expansion occurred in 73 (24.1%) cases. Multivariate analysis revealed correlations between hematoma volume at baseline (OR, 2.73; 95% CI: 1.45 -4,78; P < 0.001), admission systolic blood pressure (OR, 2.98 ; 95% CI: 1.54-4.98; P < 0.001), Glasgow Coma Scale (GCS) (OR, 1.58; 95% CI: 1.25-2.46; P = 0.017), and RDWLR (OR, 1.58; 95% CI: 1.13-2.85; P = 0.022) and hematoma expansion in these patients. CONCLUSIONS: Our findings suggest that RDWLR could serve as a new inflammatory biomarker for hematoma expansion in ICH patients. This cost-effective and readily available biomarker has the potential for early prediction of hematoma expansion in these patients.


Subject(s)
Biomarkers , Cerebral Hemorrhage , Erythrocyte Indices , Hematoma , Humans , Male , Female , Cerebral Hemorrhage/blood , Cerebral Hemorrhage/diagnostic imaging , Cerebral Hemorrhage/diagnosis , Aged , Hematoma/blood , Hematoma/diagnostic imaging , Middle Aged , Retrospective Studies , Erythrocyte Indices/physiology , Biomarkers/blood , Lymphocytes , Disease Progression , Lymphocyte Count
3.
Neurosciences (Riyadh) ; 29(2): 133-138, 2024 May.
Article in English | MEDLINE | ID: mdl-38740405

ABSTRACT

Bilateral femoral neuropathy is rare, especially that caused by bilateral compressive iliopsoas, psoas, or iliacus muscle hematomas. We present a case of bilateral femoral neuropathy due to spontaneous psoas hematomas developed during COVID-19 critical illness. A 41-year-old patient developed COVID-19 pneumonia, and his condition deteriorated rapidly. A decrease in the hemoglobin level prompted imaging studies during his intensive care unit (ICU) stay. Bilateral psoas hematomas were identified as the source of bleeding. Thereafter, the patient complained of weakness in both upper and lower limbs and numbness in the lower limb. He was considered to have critical illness neuropathy and was referred to rehabilitation. Electrodiagnostic testing suggested bilateral femoral neuropathy because of compression due to hematomas developed during the course of his ICU stay. The consequences of iliopsoas hematomas occurring in the critically ill can be catastrophic, ranging from hemorrhagic shock to severe weakness, highlighting the importance of recognizing this entity.


Subject(s)
COVID-19 , Femoral Neuropathy , Hematoma , Psoas Muscles , SARS-CoV-2 , Humans , COVID-19/complications , Hematoma/diagnostic imaging , Hematoma/etiology , Hematoma/complications , Male , Adult , Femoral Neuropathy/etiology , Psoas Muscles/diagnostic imaging , Critical Illness , Pneumonia, Viral/complications , Pneumonia, Viral/diagnostic imaging , Coronavirus Infections/complications , Coronavirus Infections/diagnostic imaging , Pandemics , Betacoronavirus
4.
Agri ; 36(2): 123-125, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38558403

ABSTRACT

We aimed to share our experience with an abdominal wall hematoma that developed after an ultrasonography-guided TAP block performed for the palliation of chronic abdominal wall pain. Bleeding was successfully stopped with coil embolization.


Subject(s)
Abdominal Wall , Nerve Block , Humans , Abdominal Wall/diagnostic imaging , Abdominal Muscles/diagnostic imaging , Nerve Block/adverse effects , Ultrasonography , Hematoma/diagnostic imaging , Hematoma/etiology , Pain, Postoperative , Ultrasonography, Interventional
5.
Neurology ; 102(9): e209244, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38598746

ABSTRACT

BACKGROUND AND OBJECTIVES: The time taken to achieve blood pressure (BP) control could be pivotal in the benefits of reducing BP in acute intracerebral hemorrhage (ICH). We aimed to assess the relationship between the rapid achievement and sustained maintenance of an intensive systolic BP (SBP) target with radiologic, clinical, and functional outcomes. METHODS: Rapid, Intensive, and Sustained BP lowering in Acute ICH (RAINS) was a multicenter, prospective, observational cohort study of adult patients with ICH <6 hours and SBP ≥150 mm Hg at 4 Comprehensive Stroke Centers during a 4.5-year period. Patients underwent baseline and 24-hour CT scans and 24-hour noninvasive BP monitoring. BP was managed under a rapid (target achievement ≤60 minutes), intensive (target SBP <140 mm Hg), and sustained (target stability for 24 hours) BP protocol. SBP target achievement ≤60 minutes and 24-hour SBP variability were recorded. Outcomes included hematoma expansion (>6 mL or >33%) at 24 hours (primary outcome), early neurologic deterioration (END, 24-hour increase in NIH Stroke Scale score ≥4), and 90-day ordinal modified Rankin scale (mRS) score. Analyses were adjusted by age, sex, anticoagulation, onset-to-imaging time, ICH volume, and intraventricular extension. RESULTS: We included 312 patients (mean age 70.2 ± 13.3 years, 202 [64.7%] male). Hematoma expansion occurred in 70/274 (25.6%) patients, END in 58/291 (19.9%), and the median 90-day mRS score was 4 (interquartile range, 2-5). SBP target achievement ≤60 minutes (178/312 [57.1%]) associated with a lower risk of hematoma expansion (adjusted odds ratio [aOR] 0.43, 95% confidence interval [CI] 0.23-0.77), lower END rate (aOR 0.43, 95% CI 0.23-0.80), and lower 90-day mRS scores (aOR 0.48, 95% CI 0.32-0.74). The mean 24-hour SBP variability was 21.0 ± 7.6 mm Hg. Higher 24-hour SBP variability was not related to expansion (aOR 0.99, 95% CI 0.95-1.04) but associated with higher END rate (aOR 1.15, 95% CI 1.09-1.21) and 90-day mRS scores (aOR 1.06, 95% CI 1.04-1.10). DISCUSSION: Among patients with acute ICH, achieving an intensive SBP target within 60 minutes was associated with lower hematoma expansion risk. Rapid SBP reduction and stable sustention within 24 hours were related to improved clinical and functional outcomes. These findings warrant the design of randomized clinical trials examining the impact of effectively achieving rapid, intensive, and sustained BP control on hematoma expansion. CLASSIFICATION OF EVIDENCE: This study provides Class III evidence that in adults with spontaneous ICH and initial SBP ≥150 mm Hg, lowering SBP to <140 mm Hg within the first hour and maintaining this for 24 hours is associated with decreased hematoma expansion.


Subject(s)
Hypotension , Stroke , Adult , Humans , Male , Middle Aged , Aged , Aged, 80 and over , Female , Blood Pressure/physiology , Antihypertensive Agents/therapeutic use , Antihypertensive Agents/pharmacology , Prospective Studies , Cerebral Hemorrhage/diagnostic imaging , Cerebral Hemorrhage/drug therapy , Stroke/drug therapy , Hematoma/diagnostic imaging , Hematoma/drug therapy , Treatment Outcome
7.
Eur J Radiol ; 175: 111480, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38677040

ABSTRACT

PURPOSE: Spontaneous muscle hematomas (SMH) are frequently seen in the Emergency Department (ED), particularly as a complication of anticoagulation treatments. To date, there are no standard guidelines for the management of this condition in the ED. This work aims to identify clinical-radiological parameters of SMH at risk of poor outcomes. METHOD: This is a retrospective, observational cohort study conducted in an urban teaching hospital from 2016 to 2019. A multivariate logistic regression analysis was performed to identify parameters independently associated with an adverse outcome defined as the need for treatment (blood products, TAE, surgery) or hospitalization. The parameters analyzed were hematoma size, anticoagulation therapy, age, and the Charlson Comorbidity Index (CCI). ROC analysis was performed to identify the best cut-off hematoma size value to predict poor outcomes. RESULTS: Our study enrolled 231 patients aged between 18 and 96 years, with a mean age of 67 years. In our population, 125 patients (54.1 % %) were on anticoagulant therapy. Multivariate analysis showed that an SMH diameter > 5.5 cm was independently associated with poor outcome ((odds Ratio [95 % CI] 4,009 [1,786-9,001], p 0.001). Among clinical parameters, only advanced age was proved to be an independent predictor of adverse outcomes (odds Ratio [95 % CI] 1,035 [1,003-1,069], p = 0.033) CONCLUSIONS: Our data suggest that an SMH diameter greater than 5.5 cm on a CT scan and advanced age are predictors of poor outcomes. Surprisingly, anticoagulant therapy seems to play a minor role in the outcome of SMHs.


Subject(s)
Hematoma , Humans , Male , Female , Aged , Middle Aged , Retrospective Studies , Hematoma/diagnostic imaging , Aged, 80 and over , Risk Factors , Adult , Adolescent , Young Adult , Muscular Diseases/diagnostic imaging , Anticoagulants/therapeutic use , Cohort Studies , Tomography, X-Ray Computed , Emergency Service, Hospital
8.
Clin Neurol Neurosurg ; 241: 108292, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38657327

ABSTRACT

OBJECTIVE: Accurate localization and real-time guidance technologies for cerebral hematomas are essential for minimally invasive procedures, including minimally invasive hematoma puncture and drainage, as well as neuroendoscopic-assisted hematoma removal. This study aims to evaluate the precision and safety of a self-developed laser-guided device in localizing and guiding hematoma punctures in minimally invasive surgery for intracerebral hemorrhage (ICH). METHODS: We present the components of the device and its operational procedures. Subsequently, surgeons with different titles conduct hematoma puncture experiments using the device on skull models, comparing it to freehand puncture methods and recording the offset distance from the puncture needle tip to the hematoma center. Additionally, we report the application of this device in 10 patients with ICH, assessing its accuracy and safety in comparison with a neuro-navigation system. RESULTS: In simulated puncture experiments, the accuracy of the laser-guided group surpasses that of the freehand puncture group, with a significant statistical difference observed between the two groups (P < 0.05). In the laser-guided group, there is no statistically significant difference in puncture accuracy among the surgeons (P > 0.05). In clinical experiments, no relevant surgical complications were observed. The offset distance for the laser-guided group was 0.61 ± 0.18 cm, while the neuro-navigation group was 0.48 ± 0.13 cm. There was no statistically significant difference between the two groups in terms of offset distance (P > 0.05). However, there was a significant difference in surgical duration (P < 0.05), with the former being 35.0 ± 10.5 minutes and the latter being 63.8 ± 10.5 minutes. CONCLUSION: The current study describes satisfactory results from both simulated experiments and clinical applications, achieved through the use of a novel laser-guided hematoma puncture device. Furthermore, owing to its portability, affordability, and simplicity, it holds significant importance in advancing surgical interventions for ICH, especially in underdeveloped regions.


Subject(s)
Cerebral Hemorrhage , Punctures , Humans , Cerebral Hemorrhage/surgery , Cerebral Hemorrhage/diagnostic imaging , Punctures/methods , Male , Female , Aged , Middle Aged , Hematoma/surgery , Hematoma/diagnostic imaging , Lasers , Minimally Invasive Surgical Procedures/methods , Neuronavigation/methods , Neurosurgical Procedures/methods
9.
Urologiia ; (1): 96-99, 2024 Mar.
Article in Russian | MEDLINE | ID: mdl-38650413

ABSTRACT

A clinical case of a penile fracture as a result of an unsuccessful sexual intercourse, which later required surgical treatment in the form of corporoplasty with opening and draining of the hematoma, is discussed in the article. Penile fracture is a rare urological emergency that requires immediate medical attention to avoid long-term complications, including penile curvature and erectile dysfunction.


Subject(s)
Penis , Humans , Male , Penis/injuries , Penis/surgery , Rupture/surgery , Adult , Coitus , Hematoma/surgery , Hematoma/etiology , Hematoma/diagnostic imaging , Penile Diseases/surgery , Penile Diseases/etiology
10.
BMC Geriatr ; 24(1): 360, 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38654207

ABSTRACT

BACKGROUND: Gastric intramural hematoma is a rare disease. Here we report a case of spontaneous isolated gastric intramural hematoma combined with spontaneous superior mesenteric artery intermural hematoma. CASE PRESENTATION: A 75-years-old man was admitted to our department with complaints of abdominal pain. He underwent a whole abdominal computed tomography (CT) scan in the emergency department, which showed extensive thickening of the gastric wall in the gastric body and sinus region with enlarged surrounding lymph nodes, localized thickening of the intestinal wall in the transverse colon, localized indistinct demarcation between the stomach and transverse colon, and a small amount of fluid accumulation in the abdominal cavity. Immediately afterwards, he was admitted to our department, and then we arranged a computed tomography with intravenously administered contrast agent showed a spontaneous isolated gastric intramural hematoma combined with spontaneous superior mesenteric artery intermural hematoma. Therefore, we treated him with anticoagulation and conservative observation. During his stay in the hospital, he was given low-molecular heparin by subcutaneous injection for anticoagulation therapy, and after discharge, he was given oral anticoagulation therapy with rivaroxaban. At the follow-up of more than 4 months, most of the intramural hematoma was absorbed and became significantly smaller, and the intermural hematoma of the superior mesenteric artery was basically absorbed, which also confirmed that the intramural mass was an intramural hematoma. CONCLUSION: A gastric intramural hematoma should be considered, when an intra-abdominal mass was found to be attached to the gastric wall. Proper recognition of gastric intramural hematoma can reduce the misdiagnosis rate of confusion with gastric cancer.


Subject(s)
Hematoma , Mesenteric Artery, Superior , Humans , Male , Aged , Hematoma/complications , Hematoma/diagnosis , Hematoma/diagnostic imaging , Mesenteric Artery, Superior/diagnostic imaging , Tomography, X-Ray Computed/methods , Stomach Diseases/complications , Stomach Diseases/diagnosis
11.
J Stroke Cerebrovasc Dis ; 33(6): 107683, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38513767

ABSTRACT

BACKGROUND AND OBJECTIVES: The prognosis of patients with spontaneous intracerebral hemorrhage (ICH) is often influenced by hematoma volume, a well-established predictor of poor outcome. However, the optimal intraventricular hemorrhage (IVH) volume cutoff for predicting poor outcome remains unknown. METHODS: We analyzed 313 patients with spontaneous ICH not undergoing evacuation, including 7 cases with external ventricular drainage (EVD). These patients underwent a baseline CT scan, followed by a 24-hour CT scan for measurement of both hematoma and IVH volume. We defined hematoma growth as hematoma growth > 33 % or 6 mL at follow-up CT, and poor outcome as modified Rankin Scale score≥3 at three months. Cutoffs with optimal sensitivity and specificity for predicting poor outcome were identified using receiver operating curves. RESULTS: The receiver operating characteristic analysis identified 6 mL as the optimal cutoff for predicting poor outcome. IVH volume> 6 mL was observed in 53 (16.9 %) of 313 patients. Patients with IVH volume>6 mL were more likely to be older and had higher NIHSS score and lower GCS score than those without. IVH volume>6 mL (adjusted OR 2.43, 95 % CI 1.13-5.30; P = 0.026) was found to be an independent predictor of poor clinical outcome at three months in multivariable regression analysis. CONCLUSIONS: Optimal IVH volume cutoff represents a powerful tool for improving the prediction of poor outcome in patients with ICH, particularly in the absence of clot evacuation or common use of EVD. Small amounts of intraventricular blood are not independently associated with poor outcome in patients with intracerebral hemorrhage. The utilization of optimal IVH volume cutoffs may improve the clinical trial design by targeting ICH patients that will obtain maximal benefit from therapies.


Subject(s)
Predictive Value of Tests , Tomography, X-Ray Computed , Humans , Male , Female , Aged , Middle Aged , Prognosis , Retrospective Studies , Cerebral Intraventricular Hemorrhage/diagnostic imaging , Cerebral Intraventricular Hemorrhage/physiopathology , Cerebral Intraventricular Hemorrhage/therapy , Cerebral Intraventricular Hemorrhage/diagnosis , Cerebral Hemorrhage/diagnostic imaging , Cerebral Hemorrhage/therapy , Cerebral Hemorrhage/diagnosis , Cerebral Hemorrhage/physiopathology , Risk Factors , Time Factors , Aged, 80 and over , Disability Evaluation , Hematoma/diagnostic imaging , Hematoma/diagnosis , ROC Curve
12.
BMJ Case Rep ; 17(3)2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38490703

ABSTRACT

Spontaneous gastric intramural haematoma is an uncommon complication associated with anticoagulant therapy. A patient receiving chronic warfarin for paroxysmal atrial fibrillation was admitted due to atrial fibrillation with rapid ventricular response (RVR). An incidental intra-abdominal mass was detected on a CT scan. Following the initiation of the amiodarone infusion, the patient experienced bleeding attributed to warfarin-amiodarone-induced coagulopathy, with no identifiable bleeding source. Subsequent CT scans revealed an enlargement of the intra-abdominal mass, suggesting gastric intramural haematoma. After coagulopathy reversal, the haematoma is managed conservatively. Our case underscores the potential for incidental bleeding even when the international normalised ratio is within the normal range in patients on chronic warfarin therapy. When managing such patients with atrial fibrillation with RVR, physicians should maintain a high index of suspicion for bleeding, emphasising the importance of prompt coagulopathy reversal.


Subject(s)
Amiodarone , Atrial Fibrillation , Stroke , Humans , Warfarin/adverse effects , Atrial Fibrillation/complications , Anticoagulants/adverse effects , Hemorrhage/complications , Hematoma/chemically induced , Hematoma/diagnostic imaging , Hematoma/complications , Amiodarone/adverse effects , Stroke/complications
13.
J Med Case Rep ; 18(1): 148, 2024 Mar 10.
Article in English | MEDLINE | ID: mdl-38461309

ABSTRACT

BACKGROUND: Rectus sheath hematoma is a rare presentation often associated with abdominal trauma and anticoagulant therapy. Here, we present a patient with severe rectus sheath hematoma accompanied by nephrotic syndrome who achieved significant clinical improvement without the need for invasive treatment. CASE PRESENTATION: A 72-year-old Japanese woman was referred to our hospital for the treatment of nephrotic syndrome. She was receiving steroid and anticoagulant therapy. Then she had abdominal pain and she was diagnosed with spontaneous rectus sheath hematoma by abdominal computed tomography. She received transfusion and was managed conservatively with bed rest, which led to improvement in abdominal pain. CONCLUSION: Despite the absence of trauma history, rectus sheath hematoma should be considered in patients at risk of vascular failure, including those receiving anticoagulant or steroid therapy, those who are elderly, and those with nephrotic syndrome.


Subject(s)
Muscular Diseases , Nephrotic Syndrome , Female , Humans , Aged , Rectus Abdominis/diagnostic imaging , Nephrotic Syndrome/complications , Anticoagulants/adverse effects , Hematoma/chemically induced , Hematoma/diagnostic imaging , Hematoma/therapy , Abdominal Pain/chemically induced , Muscular Diseases/diagnosis , Steroids
14.
J Cardiothorac Surg ; 19(1): 133, 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38491390

ABSTRACT

BACKGROUND: Aortic intramural hematoma (IMH) is one of the typical entities of acute aortic syndrome and probably accounts for 5-25% of all cases. The ulcer-like projections (ULP), which are described as a focal, blood-filled pouch protruding into the hematoma of the aortic wall, are regarded as one of the high-risk imaging features of IMH and may cause initial medical treatment failure and death. CASE PRESENTATION: We present a case report of an acute type B IMH patient with impaired renal function and newly developed ULP in the acute phase. The 18F-fluorodeoxyglucose positron emission tomography/magnetic resonance imaging (18F-FDG PET/MR) was performed to evaluate the condition of aortic hematoma. The 18F-FDG focal uptake along the aortic wall of the hematoma was normal compared to the background (SUVmax 2.17; SUVSVC 1.6; TBR 1.35). We considered the IMH stable in such cases and opted for medical treatment and watchful observation. Six months after discharge, the patient's recovery was satisfactory, and aortic remodeling was ideal. CONCLUSIONS: The 18F-FDG PET/MR is a novel tool to evaluate the risk of IMH patients and thus provides information for therapy selection.


Subject(s)
Aortic Diseases , Fluorodeoxyglucose F18 , Humans , Tomography, X-Ray Computed/methods , Positron-Emission Tomography/methods , Aortic Diseases/diagnostic imaging , Magnetic Resonance Imaging , Hematoma/diagnostic imaging , Hematoma/therapy , Retrospective Studies
15.
Acta Neurochir (Wien) ; 166(1): 127, 2024 Mar 09.
Article in English | MEDLINE | ID: mdl-38460009

ABSTRACT

OBJECTIVE: To investigate the visual outcomes and optimal timing for repeat surgery in cases of postoperative hematoma following transsphenoidal surgery for pituitary neuroendocrine tumors (PitNETs). METHODS: A retrospective study was conducted on 28 patients who developed evident postoperative hematoma out of a total of 9,010 patients. The hematomas were classified into three types based on their CT appearance. Type 1a - mild high density with no tension, Type 1b - thin-layer high density; Type 2a - solid high density with large empty cavities, Type 2b - solid high density with small empty cavities; Type 3 -solid high density with no cavity showing high tension. Patient data were collected for analysis. RESULTS: The study cohort comprised 10 female and 18 male patients, with a mean age of 51.5±11.9 years. Most patients presented with large adenomas (median diameter 36mm). Postoperative visual sight improved in 12 patients, remained stable in 11 patients, and worsened in 5 patients. Notably, no patients experienced worsened visual sight beyond twenty-four hours after the operation. Among the five patients with visual deterioration, four had CT type 3 hematoma (4/6, 66.7%), and one had CT type 2b hematoma (1/9, 11.1%). Patients in the type 3 CT group were significantly more prone to experience visual deterioration compared to those in the type 2 group (odds ratio [OR] 2.154 [95% CI 1.858-611.014], P=.027). Four patients underwent repeat surgery after visual deterioration, resulting in visual improvement following a prolonged recovery period. Postoperative hematoma had limited impact on pituitary dysfunction and hyponatremia. CONCLUSION: Our study reveals a significant association between postoperative hematoma CT types and visual deterioration. For patients with stable visual sight and type 1 or 2a hematoma, conservative strategies may be considered. Conversely, type 2b and 3 patients are at higher risk of visual deterioration, especially within the first 24 hours after the operation. Consequently, early reoperation before vision worsens may be a prudent approach to reduce risks and improve visual outcomes, particularly in type 3 patients.


Subject(s)
Adenoma , Neuroendocrine Tumors , Pituitary Neoplasms , Humans , Male , Female , Adult , Middle Aged , Reoperation , Retrospective Studies , Neuroendocrine Tumors/surgery , Pituitary Neoplasms/surgery , Pituitary Neoplasms/pathology , Adenoma/surgery , Adenoma/pathology , Hematoma/diagnostic imaging , Hematoma/etiology , Hematoma/surgery , Postoperative Complications/etiology , Postoperative Complications/surgery , Treatment Outcome
16.
World Neurosurg ; 185: e475-e483, 2024 May.
Article in English | MEDLINE | ID: mdl-38387789

ABSTRACT

OBJECTIVE: The significance of noncontrast computer tomography (CT) image markers in predicting hematoma expansion (HE) following intracerebral hemorrhage (ICH) within different time intervals in the initial 24 hours after onset may be uncertain. Hence, our objective was to examine the predictive value of clinical factors and CT image markers for HE within the initial 24 hours using machine learning algorithms. METHODS: Four machine learning algorithms, including extreme gradient boosting (XGBoost), support vector machine, random forest, and logistic regression, were employed to assess the predictive efficacy of HE within every 6-hour interval during the first 24 hours post-ICH. The area under the receiver operating characteristic curves was utilized to appraise predictive performance across various time periods within the initial 24 hours. RESULTS: A total of 604 patients were included, with 326 being male, and 112 experiencing hematoma expansion (HE). The findings from machine learning algorithms revealed that computed tomography (CT) image markers, baseline hematoma volume, and other factors could accurately predict HE. Among these algorithms, XGBoost demonstrated the most robust predictive model results. XGBoost's accuracy at different time intervals was 0.89, 0.82, 0.87, and 0.94, accompanied by F1-scores of 0.89, 0.80, 0.87, and 0.93, respectively. The corresponding area under the curve was 0.96, affirming the precision of the predictive capability. CONCLUSIONS: Computed tomography (CT) imaging markers and clinical factors could effectively predict HE within the initial 24 hours across various time periods by machine learning algorithms. In the expansive landscape of big data and multimodal cerebral hemorrhage, machine learning held significant potential within the realm of neuroscience.


Subject(s)
Algorithms , Cerebral Hemorrhage , Hematoma , Machine Learning , Tomography, X-Ray Computed , Humans , Cerebral Hemorrhage/diagnostic imaging , Cerebral Hemorrhage/complications , Male , Hematoma/diagnostic imaging , Middle Aged , Aged , Female , Predictive Value of Tests , Time Factors , Disease Progression , Retrospective Studies
20.
J Oral Maxillofac Surg ; 82(5): 595-599, 2024 May.
Article in English | MEDLINE | ID: mdl-38387856

ABSTRACT

The authors present a case report of a 73-year-old male on dual antiplatelet therapy with a retropharyngeal hematoma after a motor vehicle accident. We highlight the clinical, radiographic manifestations, and surgical management of retropharyngeal hematomas, especially on an initially asymptomatic patient. Additionally, we demonstrate the importance of establishing a secure airway early on, and multidisciplinary collaboration to maximize patient outcomes.


Subject(s)
Accidents, Traffic , Hematoma , Pharyngeal Diseases , Platelet Aggregation Inhibitors , Humans , Male , Aged , Hematoma/surgery , Hematoma/diagnostic imaging , Hematoma/etiology , Platelet Aggregation Inhibitors/therapeutic use , Platelet Aggregation Inhibitors/adverse effects , Pharyngeal Diseases/surgery , Clopidogrel/therapeutic use , Aspirin/adverse effects , Aspirin/therapeutic use , Dual Anti-Platelet Therapy
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