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1.
Interv Neuroradiol ; : 15910199241282709, 2024 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-39275844

RESUMO

BACKGROUND: Percutaneous sacroplasty is an effective treatment for painful sacral fractures and tumours, however there is no accepted optimal technique for performing this procedure. This study investigated a novel approach to sacroplasty combining co-axial sacral access, sequential cement injections and hypothermic cement manipulation to improve cement delivery. METHODS: This retrospective study analysed 11 patients who underwent co-axial sacroplasty between April 2023 and March 2024 for treatment of painful insufficiency fractures (n = 5) or malignant sacral tumours (n = 6). All cases were performed using biplane fluoroscopy with conebeam CT navigation for planning and monitoring percutaneous access. Procedural details, technical outcomes, and clinical outcomes including Numerical Rating Scale (NRS) pain and analgesic utilisation on a six-point scale were analysed pre-procedure and at follow-up. RESULTS: Technical success of was achieved in all cases using this technique. The mean injected cement volume was 20.5 ± 6.4 ml. Median pre-procedural NRS pain scores of 8 (IQR 7.25-8) significantly decreased to 0 (IQR, 0-0.25) at follow-up (p <.01). The median preprocedural analgesic utilisation score reduced from 3 (IQR, 2-3) to 0 (IQR, 0-2.5) at follow-up (p <.01). Cement leakage occurred during two cases without associated adverse clinical sequelae. There were no major adverse events. CONCLUSION: Co-axial sequential injection sacroplasty is a safe and effective technique which allows facilitates controlled delivery of cement. Improved control of cement delivery, including around high-risk structures for cement leakage, offers a potential safety advantage over conventional sacroplasty techniques. Further research comparing technical and clinical outcomes to conventional techniques is warranted.

2.
Can Assoc Radiol J ; : 8465371241256908, 2024 Jun 10.
Artigo em Inglês | MEDLINE | ID: mdl-38859655

RESUMO

Purpose: Fractal analysis is a mathematical tool which allows the evaluation of complex microstructural features within materials that cannot be expressed in traditional geometric terms. The purpose of this study is to quantify the differences in polymethylmethacrylate intravertebral cement spatial distribution patterns following vertebroplasty using fractal analysis through the examination of osteoporotic and malignant compression fractures. Methods: Frontal and lateral post-vertebroplasty radiographs were evaluated from 29 patients with osteoporotic and malignant compression fractures who underwent vertebroplasty. The individually treated vertebra were divided into osteoporotic (n = 35) and malignant groups (n = 41). Images underwent segmentation, thresholding, and binarization prior to fractal analysis. Fractal dimension and lacunarity values were derived from the region of interest in treated vertebrae using the "box-counting" and "gliding-box" techniques respectively using ImageJ. The mean values of both parameters were compared between the 2 groups. Results: The mean fractal dimension was significantly higher in the malignant vertebral compression fracture group (1.53 ± 0.08) compared to the osteoporotic group (1.34 ± 0.17; P < .001). Similarly, mean lacunarity values were significantly higher in the malignant fracture group (0.50 ± 0.09) compared to the osteoporotic group (0.37 ± 0.10; P < .001). Conclusions: Fractal dimension and lacunarity values of cement spatial distribution patterns obtained from the post-vertebroplasty radiographs can differentiate between benign osteoporotic and malignant vertebral compression fractures. This novel technique may be useful for evaluating cement spatial distribution patterns in spine augmentation procedures, although further research is warranted in this area.

4.
AJNR Am J Neuroradiol ; 45(9): 1269-1275, 2024 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-38521092

RESUMO

BACKGROUND AND PURPOSE: Interest in artificial intelligence (AI) and machine learning (ML) has been growing in neuroradiology, but there is limited knowledge on how this interest has manifested into research and specifically, its qualities and characteristics. This study aims to characterize the emergence and evolution of AI/ML articles within neuroradiology and provide a comprehensive overview of the trends, challenges, and future directions of the field. MATERIALS AND METHODS: We performed a bibliometric analysis of the American Journal of Neuroradiology; the journal was queried for original research articles published since inception (January 1, 1980) to December 3, 2022 that contained any of the following key terms: "machine learning," "artificial intelligence," "radiomics," "deep learning," "neural network," "generative adversarial network," "object detection," or "natural language processing." Articles were screened by 2 independent reviewers, and categorized into statistical modeling (type 1), AI/ML development (type 2), both representing developmental research work but without a direct clinical integration, or end-user application (type 3), which is the closest surrogate of potential AI/ML integration into day-to-day practice. To better understand the limiting factors to type 3 articles being published, we analyzed type 2 articles as they should represent the precursor work leading to type 3. RESULTS: A total of 182 articles were identified with 79% being nonintegration focused (type 1 n = 53, type 2 n = 90) and 21% (n = 39) being type 3. The total number of articles published grew roughly 5-fold in the last 5 years, with the nonintegration focused articles mainly driving this growth. Additionally, a minority of type 2 articles addressed bias (22%) and explainability (16%). These articles were primarily led by radiologists (63%), with most (60%) having additional postgraduate degrees. CONCLUSIONS: AI/ML publications have been rapidly increasing in neuroradiology with only a minority of this growth being attributable to end-user application. Areas identified for improvement include enhancing the quality of type 2 articles, namely external validation, and addressing both bias and explainability. These results ultimately provide authors, editors, clinicians, and policymakers important insights to promote a shift toward integrating practical AI/ML solutions in neuroradiology.


Assuntos
Inteligência Artificial , Bibliometria , Aprendizado de Máquina , Humanos , Neurorradiografia , Pesquisa Biomédica , Publicações Periódicas como Assunto , Radiologia , Neuroimagem/métodos
5.
Neuroradiology ; 66(1): 1-30, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37828278

RESUMO

Tarlov cysts were thought to be anatomic variants of uncertain etiology and clinical significance when initially described over 80 years ago. They are often detected in routine lumbosacral imaging and generally not reported in a differential diagnosis. There is increasing evidence that at least some Tarlov cysts are symptomatic and can have a significant adverse impact on patients' health and well-being. Women are disproportionately affected with this condition, often presenting with long-standing pain and neurological dysfunctions. Significant gender bias has been a concern in the management of these patients. Unfortunately, there is no consensus on patient selection or management approaches for symptomatic Tarlov cysts. This review article updates information on the prevalence, diagnosis, clinical significance, and treatments of these cysts. Based on these findings and experience with over 1000 patient referrals, a treatment decision algorithm for symptomatic Tarlov cysts was constructed to provide guidance for appropriate management of patients with these complex cysts.


Assuntos
Doenças da Coluna Vertebral , Cistos de Tarlov , Humanos , Masculino , Feminino , Cistos de Tarlov/diagnóstico por imagem , Cistos de Tarlov/terapia , Imageamento por Ressonância Magnética , Sexismo , Doenças da Coluna Vertebral/diagnóstico por imagem , Doenças da Coluna Vertebral/terapia , Sacro
6.
BMJ Open ; 13(7): e062832, 2023 07 25.
Artigo em Inglês | MEDLINE | ID: mdl-37491092

RESUMO

OBJECTIVE: Although there is substantial clinical evidence on the safety and effectiveness of vertebral augmentation for osteoporotic vertebral fractures, cost-effectiveness is less well known. The objective of this study is to provide a systematic review of cost-effectiveness studies and policy-based willingness-to-pay (WTP) thresholds for different vertebral augmentation (VA) procedures, vertebroplasty (VP) and balloon kyphoplasty (BK), for osteoporotic vertebral fractures (OVFs). DESIGN: A systematic review targeting cost-effectiveness studies of VA procedures for OVFs. DATA SOURCES: Six bibliographic databases were searched from inception up to May 2021. ELIGIBILITY CRITERIA FOR STUDY SELECTION: Studies were eligible if meeting all predefined criteria: (1) VP or BK intervention, (2) OVFs and (3) cost-effectiveness study. Articles not written in English, abstracts, editorials, reviews and those reporting only cost data were excluded. DATA EXTRACTION AND SYNTHESIS: Information was extracted on study characteristics, cost-effective estimates, summary decisions and payer WTP thresholds. Incremental cost-effective ratio (ICER) was the main outcome measure. Studies were summarised by a structured narrative synthesis organised by comparisons with conservative management (CM). Two independent reviewers assessed the quality (risk of bias) of the systematic review and cost-effectiveness studies by peer-reviewed checklists. RESULTS: We identified 520 references through database searching and 501 were excluded as ineligible by titles and abstract. Ten reports were identified as eligible from 19 full-text reviews. ICER for VP versus CM evaluated as cost per quality-adjusted life-year (QALY) ranged from €22 685 (*US$33 395) in Netherlands to £-2240 (*US$-3273), a cost-saving in the UK. ICERs for BK versus CM ranged from £2706 (*US$3954) in UK to kr600 000 (*US$90 910) in Sweden. ICERs were within payer WTP thresholds for a QALY based on historical benchmarks. CONCLUSIONS: Both VP and BK were judged cost-effective alternatives to CM for OVFs in economic studies and were within WTP thresholds in multiple healthcare settings.


Assuntos
Cifoplastia , Fraturas por Osteoporose , Fraturas da Coluna Vertebral , Vertebroplastia , Humanos , Análise Custo-Benefício , Vertebroplastia/métodos , Cifoplastia/métodos , Fraturas da Coluna Vertebral/cirurgia , Avaliação de Resultados em Cuidados de Saúde , Fraturas por Osteoporose/cirurgia
7.
Radiol Case Rep ; 14(11): 1372-1376, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-31700553

RESUMO

Enterocutaneous fistulas (ECFs) are a significant complication of abdominal surgery which present a significant therapeutic challenge for clinicians. Definitive surgical treatment of these fistulas is not without significant risk, which both patients and clinicians would seek to avoid. We present a case of successful treatment of a low output jejunal ECF by percutaneous embolization using an ethiodized oil and n-butyl-2-cyanoacrylate glue mixture in a 40-year-old man who developed an ECF after inadvertent jejunostomy tube removal. This case demonstrates the technique and suitability of a widely available embolic agent for treatment of proximal small bowel ECFs. In addition, the case illustrates the potential of minimally invasive interventional radiological procedures in the management of ECFs, particularly in high-risk patients, as an alternative to surgery.

8.
J Stroke Cerebrovasc Dis ; 28(5): 1252-1260, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-30770255

RESUMO

INTRODUCTION: To test the hypotheses that changes in the aortic pulse-wave produced by arterial stiffening are (1) propagated into cerebral small vessels, (2) associated with reduced compliance of small cerebral arterial vessels, and (3) associated with the presence of dilated perivascular spaces (PVS). METHODS: Fifteen volunteers and 19 patients with late-onset depression (LOD) were prospectively recruited, of which 6 fulfilled the criteria for treatment-resistant depression (TRD). Aortic pulse-wave velocity (PWV) was determined using Carotid-Femoral Doppler. Pulse-wave analysis (PWA) was performed using a SphygmoCor system. White-matter lesion load and PVS were scored on established MRI scales. Cerebral arterial and aqueductal cerebrospinal fluid (CSF) flow patterns were studied using quantitative phase-contrast angiography. RESULTS: Depressed patients had more PVS (P < .05) and prolongation of the width of the arterial systolic pulse-wave in the carotid arteries (P < .01). There was no significant group difference for any PWV or PWA measurement. TRD patients showed more PVS than other LOD patients (P < .05). The fractional width of the arterial systolic peak correlated significantly with augmentation index (AIx) and heart rate-corrected augmentation index (AIx75; R2 = 0.302, P < .01and R2 = 0.363, P < .01 respectively). Arterial-aqueductal delay showed a negative correlation with estimated aortic systolic pressure (PWVsys; R2 =  0.293; P < .01), AIx (R2 = -0.491; P < .01) and AIx75 (R2 = -0.310; P < .01). PVS scores correlated with AIx (R2 = 0.485; P < .01) and AIx75 (R2 = -0.292; P < .01). CONCLUSION: Our findings support the hypothesis that increased arterial pulsatility resulting from central arterial stiffness propagates directly into cerebral vessels and is associated with the development of microvascular angiopathy, characterized by dilated PVS and decreased compliance of small arterial vessels.


Assuntos
Aorta/fisiopatologia , Artérias Cerebrais/fisiopatologia , Transtornos Cerebrovasculares/fisiopatologia , Transtorno Depressivo Resistente a Tratamento/fisiopatologia , Fluxo Pulsátil , Rigidez Vascular , Idoso , Angiografia Cerebral/métodos , Transtornos Cerebrovasculares/diagnóstico , Transtorno Depressivo Resistente a Tratamento/diagnóstico , Feminino , Humanos , Angiografia por Ressonância Magnética , Masculino , Estudos Prospectivos , Análise de Onda de Pulso , Ultrassonografia Doppler
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