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1.
Artigo em Inglês | MEDLINE | ID: mdl-38654682

RESUMO

Endovascular management of intracranial aneurysms has become the mainstay of treatment in recent years; however, retreatment rates remain as high as 1 in 5. High-frequency optical coherence tomography (HF-OCT) is an emerging imaging modality for the assessment, treatment and follow-up of cerebral aneurysms. EMBASE and SCOPUS databases were searched for studies relating to the management of intracranial aneurysm with OCT. A combination of keywords were used including 'cerebral aneurysm', 'intracranial aneurysm', 'high-frequency optical coherence tomography', 'optical coherence tomography', and 'optical frequency domain imaging'. There were 23 papers included in this review. For the assessment of intracranial aneurysm, OCT was able to accurately assess aneurysm morphology as well as detailed analysis of arterial wall layers. During IA treatment, OCT was used to assess and troubleshoot stent placement to optimise successful isolation from the circulation. In the follow-up period, endothelial growth patterns were visualised by OCT imaging. OCT shows promise for the treatment of IAs at all stages of management. Due to the novel development of HF-OCT, there is limited longitudinal data in human studies. Further research in this area is required with a focus specifically on long-term treatment outcomes in humans.

2.
ANZ J Surg ; 94(5): 840-845, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38553888

RESUMO

OBJECTIVE AND STUDY DESIGN: This is a retrospective, descriptive study of consecutive patients undergoing novel preoperative pushable coil localization for spinal surgery, in order to evaluate its feasibility, safety and accuracy. METHODS: Consecutive patients who underwent pre-operative coil marking for spinal surgery at our institution from May 2018 to July 2021 were included. Data were collected for coil placement, accuracy, complications and fluoroscopy usage. Patient demographic and relevant perioperative and procedural data were also collected. RESULTS: A total of 34 patients were identified of which 32 (94%) had complete data and imaging at last clinical follow up, with a mean duration of 13.9 months. There were no incorrect level surgeries performed. There were no coil-related complications found in our cohort. CONCLUSIONS: Preoperative coil placement is an accurate, safe and well-tolerated method for level localization in spinal surgeries.


Assuntos
Cuidados Pré-Operatórios , Humanos , Estudos Retrospectivos , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Adulto , Cuidados Pré-Operatórios/métodos , Fluoroscopia , Doenças da Coluna Vertebral/cirurgia , Estudos de Viabilidade
3.
J Vasc Interv Radiol ; 34(7): 1200-1213, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37001638

RESUMO

Primary liver malignancy, of which hepatocellular carcinoma (HCC) is the most common type, is the second most common cause of death due to cancer worldwide. Given the historically poor prognosis of liver cancer, there has been major research on its treatment options, with significant advancements over the last decade. Transarterial radioembolization (TARE) is a locoregional treatment option for HCC that involves transarterial delivery of the ß-emitter yttrium-90 via resin or glass microspheres to arterialized tumor vasculature, delivering a tumoricidal dose to the tumor. The recent 2022 update of the Barcelona Clinic Liver Cancer (BCLC) treatment algorithm features a more prominent role for locoregional treatment, including the incorporation of radioembolization for very-early-stage (BCLC-0) and early-stage (BCLC-A) diseases. This review provides a contemporary summary of the evolving role of TARE in treatment of HCC in light of recent and upcoming trials.


Assuntos
Carcinoma Hepatocelular , Embolização Terapêutica , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/diagnóstico por imagem , Carcinoma Hepatocelular/radioterapia , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/radioterapia , Embolização Terapêutica/efeitos adversos , Radioisótopos de Ítrio/efeitos adversos , Microesferas
5.
J Med Radiat Sci ; 69(3): 382-393, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35504849

RESUMO

Ankle diastasis injuries, or ankle syndesmotic injuries, are common among athletes who usually experience a traumatic injury to the ankle. Long-term complications are avoidable when these injuries are diagnosed promptly and accurately treated. Whilst ankle arthroscopy remains the gold standard diagnostic modality for ankle diastasis injuries, imaging modalities are still widely utilised due to the treatment having greater accessibility, being less invasive and the most cost effective. There are various imaging modalities used to diagnose diastasis injuries, varying in levels of specificity and sensitivity. These observation methods include; X-ray, computed tomography (CT), magnetic resonance imaging (MRI) and ankle arthroscopy. This article uncovers common criteria and parameters to diagnose diastasis injuries through the implementation of different imaging modalities. The conclusions addressed within this article are deduced from a total of 338 articles being screened with only 43 articles being selected for the purposes of this examination. Across most articles, it was concluded that that plain X-ray should be used in the first instance due to its wide availability, quick processing time, and low cost. CT is the next recommended investigation due to its increased sensitivity and specificity, ability to show the positional relationship of the distal tibiofibular syndesmosis, and reliability in detecting minor diastasis injuries. MRI is recommended when ankle diastasis injuries are suspected, but not diagnosed on previous imaging modalities. It has the highest sensitivity and specificity compared to X-ray and CT.


Assuntos
Traumatismos do Tornozelo , Tornozelo , Traumatismos do Tornozelo/complicações , Traumatismos do Tornozelo/diagnóstico por imagem , Articulação do Tornozelo/diagnóstico por imagem , Artroscopia , Humanos , Reprodutibilidade dos Testes
6.
Cardiovasc Intervent Radiol ; 45(8): 1102-1113, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35355094

RESUMO

BACKGROUND: Pulmonary metastasectomy has been widely adopted in the treatment of metastatic disease. In recent years image guided ablation has seen increased use in the treatment of thoracic malignancies. The objective of this study was to evaluate oncological outcomes following percutaneous ablation (PA) of pulmonary metastasis. METHODS: A comprehensive search of the PubMed, MEDLINE and EMBASE databases from January 2000 to August 2021 was performed to identify studies evaluating patient survival following ablation of lung metastasis. Pooled outcomes have been presented with a random effects model to assess primary outcomes of overall survival, progression free survival and 1-year local control. Secondary outcomes included procedural mortality, major complications, and the incidence of pneumothorax. RESULTS: A total of 24 studies were identified. The pooled median overall survival was 5.13 [95% confidence interval (CI): 4.37-6.84] years, and the 1-, 3-, 5-year progression free survival rates were 53%, 26% and 20% respectively. The 1-year local control rate was 91% (95%CI: 86-95%). Periprocedural mortality was rare (0%; 95%CI: 0-1%), as were major complications excluding pneumothorax (1%; 95%CI: 1-2%). Pneumothorax developed in 44% of ablation sessions, although only half of these required chest tube placement. Most patients were able to be discharged day one post-procedurally. CONCLUSION: PA demonstrates high overall, progression free and local tumour survival in patients with lung metastasis. Complications and mortality are also rare. Consideration of its use should be made in a tumour board meeting in conjunction with surgical and radiotherapy perspectives for targeted local control of metastases.


Assuntos
Ablação por Cateter , Neoplasias Pulmonares , Pneumotórax , Ablação por Cateter/efeitos adversos , Ablação por Cateter/métodos , Humanos , Neoplasias Pulmonares/patologia , Recidiva Local de Neoplasia/cirurgia , Pneumotórax/epidemiologia , Pneumotórax/etiologia , Estudos Retrospectivos , Taxa de Sobrevida , Resultado do Tratamento
7.
JAMA Netw Open ; 5(1): e2144039, 2022 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-35061040

RESUMO

Importance: Rapid access to specialized care is recommended to improve outcomes after aneurysmal subarachnoid hemorrhage (SAH), but understanding of the optimal onset-to-treatment time for aneurysmal SAH is limited. Objective: To assess the optimal onset-to-treatment time for aneurysmal SAH that maximized patient outcomes after surgery. Design, Setting, and Participants: This cohort study assessed 575 retrospectively identified cases of first-ever aneurysmal SAH occurring within the referral networks of 2 major tertiary Australian hospitals from January 1, 2010, to December 31, 2016. Individual factors, prehospital factors, and hospital factors were extracted from the digital medical records of eligible cases. Data analysis was performed from March 1, 2020, to August 31, 2021. Exposures: Main exposure was onset-to-treatment time (time between symptom onset and aneurysm surgical treatment in hours) derived from medical records. Main Outcomes and Measures: Clinical characteristics, complications, and discharge destination were extracted from medical records and 12-month survival obtained from data linkage. The associations of onset-to-treatment time (in hours) with (1) discharge destination of survivors (home vs rehabilitation), (2) 12-month survival, and (3) neurologic complications (rebleed, delayed cerebral ischemia, meningitis, seizure, hydrocephalus, and delayed cerebral injury) were investigated using natural cubic splines in multivariable Cox proportional hazards and logistic regression models. Results: Of the 575 patients with aneurysmal SAH, 482 patients (mean [SD] age, 55.0 [14.5] years; 337 [69.9%] female) who received endovascular coiling or neurosurgical clipping were studied. A nonlinear association of treatment delay was found with the odds of being discharged home vs rehabilitation (effective df = 3.83 in the generalized additive model, χ2 test P = .002 for the 4-df cubic spline), with a similar nonlinear association remaining significant after adjustment for sex, treatment modality, severity, Charlson Comorbidity Index, history of hypertension, and hospital transfer (likelihood ratio test: df = 3, deviance = 9.57, χ2 test P = .02). Both unadjusted and adjusted cox regression models showed a nonlinear association between time to treatment and 12-month mortality with the lowest hazard of death with receipt of treatment at 12.5 hours after symptom onset, although the nonlinear term became nonsignificant upon adjustment. The odds of being discharged home were higher with treatment before 20 hours after onset, with the probability of being discharged home compared with rehabilitation or other hospital increased by approximately 10% when treatment was received within the first 12.5 hours after symptom onset and increased by an additional 5% from 12.5 to 20 hours. Time to treatment was not associated with any complications. Conclusions and Relevance: This cohort study found evidence that more favorable outcomes (discharge home and survival at 12 months) were achieved when surgical treatment occurred at approximately 12.5 hours. These findings provide more clarity around optimal timelines of treatment with people with aneurysmal SAH; however, additional studies are needed to confirm the findings.


Assuntos
Aneurisma Intracraniano/mortalidade , Alta do Paciente/estatística & dados numéricos , Hemorragia Subaracnóidea/mortalidade , Tempo para o Tratamento/estatística & dados numéricos , Procedimentos Cirúrgicos Vasculares/estatística & dados numéricos , Austrália , Feminino , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Humanos , Aneurisma Intracraniano/complicações , Aneurisma Intracraniano/cirurgia , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Razão de Chances , Encaminhamento e Consulta/estatística & dados numéricos , Estudos Retrospectivos , Hemorragia Subaracnóidea/complicações , Hemorragia Subaracnóidea/cirurgia , Resultado do Tratamento
8.
J Neurointerv Surg ; 14(8): 799-803, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34426539

RESUMO

BACKGROUND: Delivery of acute stroke endovascular intervention can be challenging because it requires complex coordination of patient and staff across many different locations. In this proof-of-concept paper we (a) examine whether WiFi fingerprinting is a feasible machine learning (ML)-based real-time location system (RTLS) technology that can provide accurate real-time location information within a hospital setting, and (b) hypothesize its potential application in streamlining acute stroke endovascular intervention. METHODS: We conducted our study in a comprehensive stroke care unit in Melbourne, Australia that offers a 24-hour mechanical thrombectomy service. ML algorithms including K-nearest neighbors, decision tree, random forest, support vector machine and ensemble models were trained and tested on a public WiFi dataset and the study hospital WiFi dataset. The hospital dataset was collected using the WiFi explorer software (version 3.0.2) on a MacBook Pro (AirPort Extreme, Broadcom BCM43x×1.0). Data analysis was implemented in the Python programming environment using the scikit-learn package. The primary statistical measure for algorithm performance was the accuracy of location prediction. RESULTS: ML-based WiFi fingerprinting can accurately predict the different hospital zones relevant in the acute endovascular intervention workflow such as emergency department, CT room and angiography suite. The most accurate algorithms were random forest and support vector machine, both of which were 98% accurate. The algorithms remain robust when new data points, which were distinct from the training dataset, were tested. CONCLUSIONS: ML-based RTLS technology using WiFi fingerprinting has the potential to streamline delivery of acute stroke endovascular intervention by efficiently tracking patient and staff movement during stroke calls.


Assuntos
Aprendizado de Máquina , Acidente Vascular Cerebral , Algoritmos , Humanos , Software , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/cirurgia , Máquina de Vetores de Suporte
10.
J Med Imaging Radiat Oncol ; 66(1): 60-67, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34278730

RESUMO

INTRODUCTION: Portal hypertension (PH) is associated with complications including refractory ascites and variceal haemorrhage and can be treated endovascularly with a Transjugular Intrahepatic Portosystemic Shunt (TIPS). Portal vein puncture during TIPS using real-time transabdominal ultrasound guidance is one of many portal vein puncture techniques and is seldom used compared with other methods. The purpose of this manuscript is to describe this technique and its associated procedural outcomes at a quaternary liver transplant hospital. METHODS: Clinical data of all patients who underwent ultrasound-guided TIPS at our institution between 1 January 2009 and 1 January 2019 were retrospectively obtained from electronic medical records and reviewed. Patient demographics, indications, procedural outcomes and complications were recorded. RESULTS: Forty-four ultrasound-guided TIPS procedures were performed during the study period. The most common indication for TIPS was refractory ascites (n = 26; 57%) and variceal haemorrhage (n = 12; 26%). Technical success rate was 100%. No intraprocedural complications occurred. Periprocedural complication rate was 35% (n = 16) with encephalopathy (n = 8; 17%) and sepsis (n = 5; 11%) the most common. One patient with sepsis died. No other TIPS-related deaths occurred. Median fluoroscopy time, contrast volume, air kerma and dose area product values for all procedures were 35 minutes (IQR 24-51), 100 ml (IQR 70-160), 0.95 Gy (IQR 0.50-1.53) and 127 Gycm2 (IQR 68.75-206), respectively. CONCLUSION: Transabdominal ultrasound-guided portal vein puncture during TIPS is safe and technically feasible. When compared to fluoroscopically guided methods, it is associated with lower intraprocedural complication rates, fluoroscopy times, contrast volumes and radiation doses in our experience. Radiation doses, FTs and contrast volumes were also considerably lower than recommended limits.


Assuntos
Varizes Esofágicas e Gástricas , Transplante de Fígado , Derivação Portossistêmica Transjugular Intra-Hepática , Varizes Esofágicas e Gástricas/diagnóstico por imagem , Varizes Esofágicas e Gástricas/cirurgia , Hemorragia Gastrointestinal , Hospitais , Humanos , Veia Porta/diagnóstico por imagem , Punções , Estudos Retrospectivos , Resultado do Tratamento , Ultrassonografia de Intervenção
11.
J Med Imaging Radiat Oncol ; 66(3): 391-403, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34894071

RESUMO

Intracranial atherosclerotic disease is highly prevalent and a common cause of ischaemic stroke globally. With the increasing use of endovascular treatment for acute stroke management, computed tomography and magnetic resonance imaging have become an essential part of patient selection. In this review, we present the typical imaging findings of intracranial atherosclerosis and an overview of management as relevant to diagnostic and interventional radiologists.


Assuntos
Isquemia Encefálica , Arteriosclerose Intracraniana , AVC Isquêmico , Acidente Vascular Cerebral , Isquemia Encefálica/diagnóstico por imagem , Isquemia Encefálica/terapia , Humanos , Arteriosclerose Intracraniana/diagnóstico por imagem , Arteriosclerose Intracraniana/terapia , Imageamento por Ressonância Magnética , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/terapia
12.
J Spine Surg ; 7(3): 394-412, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34734144

RESUMO

Minimally invasive interspinous process devices (IPD), including interspinous distraction devices (IDD) and interspinous stabilizers (ISS), are increasingly utilized for treating symptomatic lumbar canal stenosis (LCS). There is ongoing debate around their efficacy and safety over traditional decompression techniques with and without interbody fusion (IF). This study presents a comprehensive review of IPD and investigates if: (I) minimally invasive IDD can effectively substitute direct neural decompression and (II) ISS are appropriate substitutes for fusion after decompression. Articles published up to 22nd January 2020 were obtained from PubMed search. Relevant articles published in the English language were selected and critically reviewed. Observational studies across different IPD brands consistently show significant improvements in clinical outcomes and patient satisfaction at short-term follow-up. Compared to non-operative treatment, mini-open IDD was had significantly greater quality of life and clinical outcome improvements at 2-year follow-up. Compared to open decompression, mini-open IDD had similar clinical outcomes, but associated with higher complications, reoperation risks and costs. Compared to open decompression with concurrent IF, ISS had comparable clinical outcomes with reduced operative time, blood loss, length of stay and adjacent segment mobility. Mini-open IDD had better outcomes over non-operative treatment in mild-moderate LCS at 2-year follow-up, but had similar outcomes with higher risk of re-operations than open decompression. ISS with open decompression may be a suitable alternative to decompression and IF for stable grade 1 spondylolisthesis and central stenosis. To further characterize this procedure, future studies should focus on examining enhanced new generation IPD devices, longer-term follow-up and careful patient selection.

13.
Eur Spine J ; 30(10): 2825-2838, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34390405

RESUMO

BACKGROUND: Up to 70% of multiple myeloma (MM) patients develop vertebral metastasis and subsequent pathological vertebral fractures (PVF). With contemporary systemic therapies, life expectancy of MM patients has improved drastically, and the need to manage pain and associated disability from PVF is increasingly a high priority. The aim of this review is to provide an updated comprehensive synthesis of evidence in the use of vertebral augmentation, including percutaneous vertebroplasty (PV) and balloon kyphoplasty (BKP), to treat MM-related PVF. METHODS: A comprehensive multi-database search in accordance with PRISMA guidelines was performed up to 10 February 2021. Relevant English language articles were selected and critically reviewed. FINDINGS: A total of 23 clinical studies have been included in the review. PV and BKP showed significant pain and functional improvements in terms of analgesia requirements, Cervical Spine Function Score, Eastern Cooperative Oncology Group scale, EQ-5D score, Karnofsky score, Neck Pain Disability Index, Oswestry Disability Index, Short form-36 (SF-36) questionnaire and VAS pain scale. Both procedures also reported promising radiographic outcomes in terms of vertebral height improvement, maintenance and restoration, as well as kyphotic deformity correction. Asymptomatic cement leakage was commonly reported. There was no significant difference between the two procedures. CONCLUSION: PV and BKP are safe and effective procedure that offers pain relief, reduction in pain associated disability and reduction of fracture incidence. Its minimally invasive approach is associated with minimal morbidity risk, making it a viable option in frail patients. LEVEL OF EVIDENCE IV: Narrative review.


Assuntos
Fraturas por Compressão , Fraturas Espontâneas , Cifoplastia , Mieloma Múltiplo , Fraturas da Coluna Vertebral , Vertebroplastia , Vértebras Cervicais , Fraturas Espontâneas/diagnóstico por imagem , Fraturas Espontâneas/etiologia , Fraturas Espontâneas/cirurgia , Humanos , Mieloma Múltiplo/complicações , Mieloma Múltiplo/cirurgia , Fraturas da Coluna Vertebral/cirurgia , Resultado do Tratamento
14.
J Med Imaging Radiat Oncol ; 65(7): 850-857, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34105874

RESUMO

INTRODUCTION: The global demand for endovascular clot retrieval (ECR) has grown rapidly in recent years creating challenges to healthcare system planning and resource allocation. This study aims to apply our established computational model to predict and optimise the performance and resource allocation of ECR services within regional Australia, and applying data from the state of South Australia as a modelling exercise. METHOD: Local geographic information obtained using the Google Maps application program interface and real-world data was input into the discrete event simulation model we previously developed. The results were obtained after the simulation was run over 5 years. We modelled and compared a single-centre and two-centre ECR service delivery system. RESULTS: Based on the input data, this model was able to simulate the ECR delivery system in the state of South Australia from the moment when emergency services were notified of a potential stroke patient to potential delivery of ECR treatment. In the model, ECR delivery improved using a two-centre system compared to a one-centre system, as the percentage of stroke patients requiring ECR was increased. When 15% of patients required ECR, the proportion of 'failure to receive ECR' cases for a single-centre system was 17.35%, compared to 3.71% for a two-centre system. CONCLUSIONS: Geolocation and resource utilisation within the ECR delivery system are crucial in optimising service delivery and patient outcome. Under the model assumptions, as the number of stroke cases requiring ECR increased, a two-centre ECR system resulted in increased timely ECR delivery, compared to a single-centre system. This study demonstrated the flexibility and the potential application of our DES model in simulating the stroke service within any location worldwide.


Assuntos
Procedimentos Endovasculares , Acidente Vascular Cerebral , Trombose , Austrália , Humanos , Software , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/terapia
15.
Artigo em Inglês | MEDLINE | ID: mdl-34050596

RESUMO

Artificial intelligence (AI) is making a profound impact in healthcare, with the number of AI applications in medicine increasing substantially over the past five years. In acute stroke, it is playing an increasingly important role in clinical decision-making. Contemporary advances have increased the amount of information - both clinical and radiological - which clinicians must consider when managing patients. In the time-critical setting of acute stroke, AI offers the tools to rapidly evaluate and consolidate available information, extracting specific predictions from rich, noisy data. It has been applied to the automatic detection of stroke lesions on imaging and can guide treatment decisions through the prediction of tissue outcomes and long-term functional outcomes. This review examines the current state of AI applications in stroke, exploring their potential to reform stroke care through clinical decision support, as well as the challenges and limitations which must be addressed to facilitate their acceptance and adoption for clinical use.

16.
J Med Imaging Radiat Oncol ; 65(2): 182-187, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33506608

RESUMO

INTRODUCTION: Social media provides opportunities for Interventional Radiologists to share research, communicate with colleagues, provide health information and advertise their clinical practice. This study aims to examine the online and social media presence of currently practicing Australian Interventional Radiologists. METHODS: Systematic Google searches were undertaken in May 2019 and updated in May 2020 to identify practicing Interventional Radiologists in Australia. Comprehensive searches of practice websites and social media platforms (Facebook, LinkedIn, Twitter, ResearchGate, YouTube) were undertaken for each Interventional Radiologist. RESULTS: There were 265 Interventional Radiologists identified as currently practising in Australia, including 209 Interventional Radiologists (excluding Interventional Neuroradiologists), 49 Interventional Neuroradiologists and 7 that practise across both Interventional Radiology and Interventional Neuroradiology. 72% of Interventional Radiologists had at least one social media account, with LinkedIn the most widely used social media platform (60%). There was a significant negative correlation between the total number of social media accounts and years in practice (P = 0.04). Across the states, a higher population per IR was positively correlated with a higher average number of social media accounts per IR (P = 0.04). Interventional Neuroradiologists had a significantly higher average number of social media accounts compared to Interventional Radiologists (1.94 vs 1.29, P < 0.01). CONCLUSIONS: Most Australian Interventional Radiologists have a readily identifiable social media presence. There is potential for further utilisation of social media for academic, educational and business purposes.


Assuntos
Radiologia Intervencionista , Mídias Sociais , Austrália , Humanos , Radiologistas
17.
J Neurointerv Surg ; 13(4): 369-378, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33479036

RESUMO

Artificial intelligence is a rapidly evolving field, with modern technological advances and the growth of electronic health data opening new possibilities in diagnostic radiology. In recent years, the performance of deep learning (DL) algorithms on various medical image tasks have continually improved. DL algorithms have been proposed as a tool to detect various forms of intracranial hemorrhage on non-contrast computed tomography (NCCT) of the head. In subtle, acute cases, the capacity for DL algorithm image interpretation support might improve the diagnostic yield of CT for detection of this time-critical condition, potentially expediting treatment where appropriate and improving patient outcomes. However, there are multiple challenges to DL algorithm implementation, such as the relative scarcity of labeled datasets, the difficulties in developing algorithms capable of volumetric medical image analysis, and the complex practicalities of deployment into clinical practice. This review examines the literature and the approaches taken in the development of DL algorithms for the detection of intracranial hemorrhage on NCCT head studies. Considerations in crafting such algorithms will be discussed, as well as challenges which must be overcome to ensure effective, dependable implementations as automated tools in a clinical setting.


Assuntos
Algoritmos , Aprendizado Profundo , Cabeça/diagnóstico por imagem , Hemorragias Intracranianas/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Inteligência Artificial/tendências , Aprendizado Profundo/tendências , Humanos , Neuroimagem/métodos , Neuroimagem/tendências , Radiografia/métodos , Radiografia/tendências , Tomografia Computadorizada por Raios X/tendências
18.
Pain Physician ; 23(6): E637-E642, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-33185382

RESUMO

BACKGROUND: Percutaneous vertebroplasty is a minimally invasive technique to treat patients with symptomatic vertebral hermangiomata. OBJECTIVES: We present a single-operator series of cases to demonstrate the clinical outcomes and complication profiles for this technique. STUDY DESIGN: This is a retrospective multi-center cohort study. SETTING: Procedures were performed across multiple hospitals in Italy by a single proceduralist. METHODS: All patients with symptomatic vertebral hermangiomata that had percutaneous vertebroplasty over a 14-year period (March 1999 to April 2013) by a single proceduralist were included in this study. Information collected included demographic data, vertebral level of intervention, cement volume used, and the Visual Analogue Score for pain that was assessed pre- and post-intervention. Patients were followed up for a minimum of one year. RESULTS: Percutaneous vertebroplasty was performed for 50 patients. All patients had an improvement in pain, with 39 patients (78%) reporting complete pain relief. A unipedicular approach was undertaken in 41 cases (82%), and bipedicular approach in 8 patients (16%), while a transoral approach was used in one patient. The mean cement volume per vertebral level was 6.8 mL (1 - 18 mL). Recurrent symptoms occurred in 2 patients (4%) requiring repeat vertebroplasty. There were no cases of symptomatic cement leak, and no cases of procedural morbidity or mortality. LIMITATIONS: As a multicenter study conducted over a 14-year time period, there may be heterogeneity in procedural technique and rehabilitation protocols. There were no cases of cement leakage in our study, which could be an underreporting of cases. This is could be due to none of our patients receiving a post procedural computerized tomography scan, which is more sensitive in detecting cement leakage when compared to procedural fluoroscopy. CONCLUSION: Percutaneous vertebroplasty is associated with good post-procedural outcomes in patients with vertebral hermangiomata. Complications such as neurological injury and cement leakages are rare.


Assuntos
Cimentos Ósseos , Hemangioma/diagnóstico por imagem , Hemangioma/cirurgia , Neoplasias da Medula Espinal/diagnóstico por imagem , Neoplasias da Medula Espinal/cirurgia , Vertebroplastia/métodos , Adulto , Idoso , Estudos de Coortes , Feminino , Seguimentos , Hemangioma/epidemiologia , Humanos , Itália/epidemiologia , Masculino , Pessoa de Meia-Idade , Manejo da Dor/métodos , Medição da Dor/métodos , Estudos Retrospectivos , Neoplasias da Medula Espinal/epidemiologia , Tomografia Computadorizada por Raios X/métodos , Resultado do Tratamento , Adulto Jovem
19.
J Med Imaging Radiat Oncol ; 64(5): 607-614, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32820616

RESUMO

INTRODUCTION: Australia has fortunately had a low prevalence coronavirus disease 2019 (COVID-19), and our healthcare system has not been overwhelmed. We aimed to determine whether, despite this, a decline in acute stroke presentations, imaging and intervention occurred during the pandemic at a busy stroke centre. METHODS: The number of 'code stroke' activations, multimodal CTs and endovascular clot retrievals (ECRs) performed during the pandemic period (3/1/2020-5/10/2020) at a large comprehensive stroke centre was compared against the pre-pandemic period (3/1/2019-1/31/2019) using Z-statistics. Year-on-year comparison of the number of patients with large vessel occlusions (LVOs) and ECRs performed per month was also made. RESULTS: The number of 'code stroke' activations and patients undergoing multimodal CT per month decreased significantly (P < 0.0025) following lockdown on 29th March. The number of ECRs also decreased (P = 0.165). The nadir in the weekly number of CTs coincided with lockdown and the peak of new COVID-19 cases. The number of patients with LVOs and ECRs increased by 15% and 14%, respectively, in March but decreased by 55% and 48%, respectively, in April. CONCLUSIONS: The significant decrease in volume of 'code stroke' activations and acute stroke imaging following lockdown was accompanied by a concomitant decrease in patients with LVOs and ECRs. The decrease in imaging was therefore not driven purely by patients with mild strokes and stroke mimics, but also included those with severe strokes. Since Australia had a low prevalence of COVID-19, this observed decrease cannot be attributed to hospital congestion and is instead likely driven by patient fear.


Assuntos
Infecções por Coronavirus/epidemiologia , Aceitação pelo Paciente de Cuidados de Saúde , Pneumonia Viral/epidemiologia , Acidente Vascular Cerebral/diagnóstico por imagem , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Austrália/epidemiologia , Betacoronavirus , COVID-19 , Feminino , Humanos , Masculino , Pandemias , Prevalência , Estudos Retrospectivos , SARS-CoV-2 , Acidente Vascular Cerebral/terapia , Tempo para o Tratamento
20.
J Neurointerv Surg ; 12(11): 1053-1057, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32680876

RESUMO

BACKGROUND: Operating rooms contribute between 20% to 70% of hospital waste. This study aimed to evaluate the waste burden of neurointerventional procedures performed in a radiology department, identify areas for waste reduction, and motivate new greening initiatives. METHODS: We performed a waste audit of 17 neurointerventional procedures at a tertiary-referral center over a 3-month period. Waste was categorized into five streams: general waste, clinical waste, recyclable plastic, recyclable paper, and sharps. Our radiology department started recycling soft plastics from 13 December 2019. Hence, an additional recyclable soft plastic waste stream was added from this time point. The weight of each waste stream was measured using a digital weighing scale. RESULTS: We measured the waste from seven cerebral digital subtraction angiograms (DSA), six mechanical thrombectomies (MT), two aneurysm-coiling procedures, one coiling with tumour embolization, and one dural arteriovenous fistula embolization procedure. In total, the 17 procedures generated 135.3 kg of waste: 85.5 kg (63.2%) clinical waste, 28.0 kg (20.7%) general waste, 14.7 kg (10.9%) recyclable paper, 3.5 kg (2.6%) recyclable plastic, 2.2 kg (1.6%) recyclable soft plastic, and 1.4 kg (1.0%) of sharps. An average of 8 kg of waste was generated per case. Coiling cases produced the greatest waste burden (13.1 kg), followed by embolization (10.3 kg), MT (8.8 kg), and DSA procedures (5.1 kg). CONCLUSION: Neurointerventional procedures generate a substantial amount of waste, an average of 8 kg per case. Targeted initiatives such as engaging with suppliers to revise procedure packs and reduce packaging, digitizing paper instructions, opening devices only when necessary, implementing additional recycling programs, and appropriate waste segregation have the potential to reduce the environmental impact of our specialty.


Assuntos
Anestesia por Condução/estatística & dados numéricos , Resíduos de Serviços de Saúde/estatística & dados numéricos , Angiografia Digital/estatística & dados numéricos , Austrália , Angiografia Cerebral/estatística & dados numéricos , Embalagem de Medicamentos/estatística & dados numéricos , Embolização Terapêutica/estatística & dados numéricos , Humanos , Auditoria Administrativa , Resíduos de Serviços de Saúde/prevenção & controle , Salas Cirúrgicas , Papel , Plásticos , Reciclagem , Centros de Atenção Terciária
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