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2.
J Vasc Interv Radiol ; 35(5): 664-675.e5, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38336032

RESUMO

PURPOSE: To report 36-month outcomes and subgroup analysis of the ABRE study evaluating the safety and effectiveness of the Abre venous self-expanding stent system for the treatment of symptomatic iliofemoral venous outflow obstruction disease. METHODS: The ABRE study was a prospective, multicenter, nonrandomized study that enrolled and implanted Abre venous stents in 200 participants (mean age 51.5 years [SD ± 15.9], 66.5% women) with symptomatic iliofemoral venous outflow obstruction at 24 global sites. Outcomes assessed through 36 months included patency, major adverse events, stent migration, stent fracture, and quality-of-life changes. Adverse events and imaging studies were adjudicated by independent clinical events committee and core laboratories, respectively. RESULTS: Primary, primary-assisted, and secondary patency through 36 months by Kaplan-Meier estimates were 81.6%, 84.8%, and 86.3%, respectively. The cumulative incidence of major adverse events through 36 months was 10.2%, mainly driven by 12 thrombosis events. Subgroup analyses demonstrated a primary patency of 76.5% in the acute deep vein thrombosis group, 70.4% in the postthrombotic syndrome group, and 97.1% in the nonthrombotic iliac vein lesion group through 36 months. The overall mean lesion length was 112.4 mm (SD ± 66.1). There were no stent fractures or migrations in this study. Quality of life and venous functional assessments demonstrated significant improvements from baseline to 36 months across all patient subsets. CONCLUSIONS: Results from the ABRE study demonstrated sustained patency with a good safety profile after implantation of a dedicated venous stent in patients with symptomatic iliofemoral venous outflow obstruction disease.


Assuntos
Procedimentos Endovasculares , Veia Femoral , Veia Ilíaca , Desenho de Prótese , Qualidade de Vida , Stents , Grau de Desobstrução Vascular , Humanos , Feminino , Pessoa de Meia-Idade , Masculino , Veia Ilíaca/diagnóstico por imagem , Veia Ilíaca/fisiopatologia , Estudos Prospectivos , Resultado do Tratamento , Veia Femoral/diagnóstico por imagem , Veia Femoral/fisiopatologia , Adulto , Idoso , Fatores de Tempo , Procedimentos Endovasculares/instrumentação , Procedimentos Endovasculares/efeitos adversos , Trombose Venosa/diagnóstico por imagem , Trombose Venosa/fisiopatologia , Trombose Venosa/terapia , Síndrome Pós-Trombótica/diagnóstico por imagem , Síndrome Pós-Trombótica/fisiopatologia , Síndrome Pós-Trombótica/etiologia , Síndrome Pós-Trombótica/terapia , Fatores de Risco , Síndrome de May-Thurner/diagnóstico por imagem , Síndrome de May-Thurner/terapia , Síndrome de May-Thurner/fisiopatologia
3.
Artigo em Inglês | MEDLINE | ID: mdl-38413483

RESUMO

BACKGROUND: Following catheter ablation, vascular access management involves potential complications and prolonged recovery. Recently, suture-mediated closure (SMC) devices were approved for venous access procedures. The objective of this study is to evaluate the safety of a commercially available SMC for multiple access site venous closure by duplex ultrasound (DUS) in asymptomatic subjects with non-visible complications. METHODS: Thirty-six subjects (63 ± 10.7 years old, 12 female) were enrolled. Following catheter ablation for atrial fibrillation, all subjects had SMC of every venous access site. Subjects underwent DUS of femoral veins and arteries. DUS was performed at discharge, and again at 30 days. Subjects were evaluated for clinically apparent vascular complications. RESULTS: Mean procedure duration was 138.6 min, and the time to hemostasis was 3.1 min/access site and 9.5 min/subject. Median time to ambulation was 193.5 min, and median time to discharge was 5.95 h, with discharge as early as 2.4 h. A median of 2 sheaths/vein and a median of 2 SMC devices/vein were used. There were no major complications and a 16.7% (6/36) minor complication rate at discharge. All complications resolved at 30 days. The complication rate was not higher in patients with 2 SMC per access site as compared to the patients who just received 1 SMC per access site. CONCLUSIONS: This study demonstrates the safety of multi-access closure using SMC, following catheter ablation procedures, for closure of sites that use sheath sizes from ≤ 8F to ≥ 15F and for those that use 2 or more SMCs per access site.

4.
J Vasc Surg Venous Lymphat Disord ; 12(1): 101670, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37652254

RESUMO

The Society for Vascular Surgery, the American Venous Forum, and the American Vein and Lymphatic Society recently published Part I of the 2022 clinical practice guidelines on varicose veins. Recommendations were based on the latest scientific evidence researched following an independent systematic review and meta-analysis of five critical issues affecting the management of patients with lower extremity varicose veins, using the patients, interventions, comparators, and outcome system to answer critical questions. Part I discussed the role of duplex ultrasound scanning in the evaluation of varicose veins and treatment of superficial truncal reflux. Part II focuses on evidence supporting the prevention and management of varicose vein patients with compression, on treatment with drugs and nutritional supplements, on evaluation and treatment of varicose tributaries, on superficial venous aneurysms, and on the management of complications of varicose veins and their treatment. All guidelines were based on systematic reviews, and they were graded according to the level of evidence and the strength of recommendations, using the GRADE method. All ungraded Consensus Statements were supported by an extensive literature review and the unanimous agreement of an expert, multidisciplinary panel. Ungraded Good Practice Statements are recommendations that are supported only by indirect evidence. The topic, however, is usually noncontroversial and agreed upon by most stakeholders. The Implementation Remarks contain technical information that supports the implementation of specific recommendations. This comprehensive document includes a list of all recommendations (Parts I-II), ungraded consensus statements, implementation remarks, and best practice statements to aid practitioners with appropriate, up-to-date management of patients with lower extremity varicose veins.


Assuntos
Cardiologia , Varizes , Insuficiência Venosa , Humanos , Estados Unidos , Insuficiência Venosa/diagnóstico por imagem , Insuficiência Venosa/terapia , Insuficiência Venosa/etiologia , Radiologia Intervencionista , Escleroterapia/métodos , Veia Safena/cirurgia , Resultado do Tratamento , Varizes/diagnóstico por imagem , Varizes/cirurgia , Procedimentos Cirúrgicos Vasculares/efeitos adversos , Extremidade Inferior
5.
N Engl J Med ; 390(1): 9-19, 2024 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-37888915

RESUMO

BACKGROUND: Among patients with chronic limb-threatening ischemia (CLTI) and infrapopliteal artery disease, angioplasty has been associated with frequent reintervention and adverse limb outcomes from restenosis. The effect of the use of drug-eluting resorbable scaffolds on these outcomes remains unknown. METHODS: In this multicenter, randomized, controlled trial, 261 patients with CLTI and infrapopliteal artery disease were randomly assigned in a 2:1 ratio to receive treatment with an everolimus-eluting resorbable scaffold or angioplasty. The primary efficacy end point was freedom from the following events at 1 year: amputation above the ankle of the target limb, occlusion of the target vessel, clinically driven revascularization of the target lesion, and binary restenosis of the target lesion. The primary safety end point was freedom from major adverse limb events at 6 months and from perioperative death. RESULTS: The primary efficacy end point was observed (i.e., no events occurred) in 135 of 173 patients in the scaffold group and 48 of 88 patients in the angioplasty group (Kaplan-Meier estimate, 74% vs. 44%; absolute difference, 30 percentage points; 95% confidence interval [CI], 15 to 46; one-sided P<0.001 for superiority). The primary safety end point was observed in 165 of 170 patients in the scaffold group and 90 of 90 patients in the angioplasty group (absolute difference, -3 percentage points; 95% CI, -6 to 0; one-sided P<0.001 for noninferiority). Serious adverse events related to the index procedure occurred in 2% of the patients in the scaffold group and 3% of those in the angioplasty group. CONCLUSIONS: Among patients with CLTI due to infrapopliteal artery disease, the use of an everolimus-eluting resorbable scaffold was superior to angioplasty with respect to the primary efficacy end point. (Funded by Abbott; LIFE-BTK ClinicalTrials.gov number, NCT04227899.).


Assuntos
Angioplastia , Implante de Prótese Vascular , Isquemia Crônica Crítica de Membro , Stents Farmacológicos , Doença Arterial Periférica , Artéria Poplítea , Humanos , Implantes Absorvíveis , Angioplastia/efeitos adversos , Angioplastia/métodos , Angioplastia com Balão/efeitos adversos , Angioplastia com Balão/métodos , Implante de Prótese Vascular/métodos , Doença Crônica , Isquemia Crônica Crítica de Membro/etiologia , Isquemia Crônica Crítica de Membro/cirurgia , Everolimo/administração & dosagem , Everolimo/efeitos adversos , Everolimo/uso terapêutico , Imunossupressores/administração & dosagem , Imunossupressores/efeitos adversos , Imunossupressores/uso terapêutico , Isquemia/tratamento farmacológico , Isquemia/etiologia , Isquemia/cirurgia , Doença Arterial Periférica/complicações , Doença Arterial Periférica/tratamento farmacológico , Doença Arterial Periférica/cirurgia , Artéria Poplítea/cirurgia , Alicerces Teciduais , Resultado do Tratamento
6.
Ann Vasc Surg ; 101: 84-89, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38128694

RESUMO

BACKGROUND: The care of the vascular patient remains decentralized rather than coordinated. METHODS: We reviewed the current state of practice and published competency and care documents created by vascular professional societies. RESULTS: Vascular professional societies routinely and repeatedly endorse both a team approach and the competency of specialists from disparate training backgrounds. The care of the vascular patient does not always reflect these public endorsements. CONCLUSIONS: Centering the vascular patient as the mode of organization of care should improve care processes, expertise brought to bear, and outcomes.


Assuntos
Resultado do Tratamento , Humanos
9.
Circ Cardiovasc Interv ; 16(7): e012894, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37340977

RESUMO

Acute iliofemoral deep vein thrombosis and chronic iliofemoral venous obstruction cause substantial patient harm and are increasingly managed with endovascular venous interventions, including percutaneous mechanical thrombectomy and stent placement. However, studies of these treatment elements have not been designed and reported with sufficient rigor to support confident conclusions about their clinical utility. In this project, the Trustworthy consensus-based statement approach was utilized to develop, via a structured process, consensus-based statements to guide future investigators of venous interventions. Thirty statements were drafted to encompass major topics relevant to venous study description and design, safety outcome assessment, efficacy outcome assessment, and topics specific to evaluating percutaneous venous thrombectomy and stent placement. Using modified Delphi techniques for consensus achievement, a panel of physician experts in vascular disease voted on the statements and succeeded in reaching the predefined threshold of >80% consensus (agreement or strong agreement) on all 30 statements. It is hoped that the guidance from these statements will improve standardization, objectivity, and patient-centered relevance in the reporting of clinical outcomes of endovascular interventions for acute iliofemoral deep venous thrombosis and chronic iliofemoral venous obstruction in clinical studies and thereby enhance venous patient care.


Assuntos
Procedimentos Endovasculares , Trombose Venosa , Humanos , Consenso , Técnica Delphi , Veia Femoral/diagnóstico por imagem , Resultado do Tratamento , Veia Ilíaca/diagnóstico por imagem , Trombose Venosa/diagnóstico por imagem , Trombose Venosa/terapia , Procedimentos Endovasculares/efeitos adversos , Stents , Estudos Retrospectivos , Grau de Desobstrução Vascular
10.
J Vasc Surg Venous Lymphat Disord ; 11(4): 723-730, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36893884

RESUMO

OBJECTIVE: The mainstay of therapy for patients with venous thromboembolic disease (VTE) is anticoagulation. In the inpatient setting, majority of these patients are treated with heparin or low molecular weight heparin. The prevalence and outcomes of heparin-induced thrombocytopenia (HIT) in hospitalized patients with venous thromboembolic disease (VTE) is unknown. METHODS: This nationwide study identified patients with VTE from the National Inpatient Sample database between January 2009 and December 2013. Among these patients, we compared in-hospital outcomes of patients with and without HIT using a propensity score-matching algorithm. The primary outcome was in-hospital mortality. Secondary outcomes included rates of blood transfusions, intracranial hemorrhage, gastrointestinal bleed, length of hospital stay, and total hospital charges. RESULTS: Among 791,932 hospitalized patients with VTE, 4948 patients (0.6%) were noted to have HIT (mean age, 62.9 ±16.2 years; 50.1% female). Propensity-matched comparison showed higher rates of in-hospital mortality (11.01% vs 8.97%; P < .001) and blood transfusions (27.20% vs 20.23%; P < .001) in patients with HIT compared with those without HIT. No significant differences were noted in intracranial hemorrhage rates (0.71% vs 0.51%; P > .05), gastrointestinal bleed (2.00% vs 2.22%; P > .05), length of hospital stay (median, 6.0 days; interquartile range [IQR], 3.0-11.0 vs median, 6.0 days; IQR, 3.0-10.0 days; P > .05), and total hospital charges (median, $36,325; IQR, $17,798-$80,907 vs median, $34,808; IQR, $17,654-$75,624; P > .05). CONCLUSIONS: This nationwide observational study showed that 0.6% of hospitalized patients with VTE in the United States have HIT. The presence of HIT was associated with higher in-hospital mortality and blood transfusion rates compared with those without HIT.


Assuntos
Trombocitopenia , Tromboembolia Venosa , Trombose Venosa , Humanos , Feminino , Estados Unidos/epidemiologia , Pessoa de Meia-Idade , Idoso , Masculino , Anticoagulantes/efeitos adversos , Pacientes Internados , Tromboembolia Venosa/induzido quimicamente , Tromboembolia Venosa/diagnóstico , Tromboembolia Venosa/epidemiologia , Prevalência , Resultado do Tratamento , Estudos Retrospectivos , Trombose Venosa/terapia , Trombocitopenia/induzido quimicamente , Trombocitopenia/diagnóstico , Trombocitopenia/epidemiologia
11.
J Vasc Surg Venous Lymphat Disord ; 11(4): 692-699.e1, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36972751

RESUMO

OBJECTIVE: Chronic venous hypertension, triggered by venous reflux and/or obstruction, leads to skin changes and venous leg ulcers (VLUs). Compression therapy is the standard of care, but many wounds remain unhealed. The objectives of this study were to observe the effects of endovenous chemical ablation with commercially available 1% polidocanol injectable microfoam on VLU healing and recurrence rates. METHODS: The VIEW VLU study was a multicenter, open-label, phase IV registry of patients with active VLUs resulting from venous insufficiency of the great saphenous vein and/or anterior accessory saphenous vein systems who underwent ablation with 1% polidocanol microfoam. Primary outcomes included wound healing rate (change in wound perimeter), wound closure at 12 weeks after treatment, and time to wound closure. Secondary outcomes included VLU recurrence, numeric pain score at the ulcer location, EuroQol five-dimension five-level questionnaire quality-of-life index, and the Venous Clinical Severity Score. Patients were followed for 12 months. RESULTS: We enrolled 76 patients (80 ulcers) from 14 sites across the United States and Canada (mean age 63.6 ± 13.7 years, 39.5% female, mean body mass index 36.3). Of the enrollees, 96.3% presented with great saphenous vein incompetence. The mean baseline wound perimeter was 117.2 ± 107.4 mm and 26.3% of wounds (21/80) were circumferential. The mean ulcer age was 34.8 ± 51.8 weeks at first presentation and the mean compression therapy duration was 26.4 ± 35.9 weeks. The median wound perimeter decreased by 16.3% from baseline in the first 2 weeks after the procedure and by 27.0% at 12 weeks. By 12 weeks, 53.8% of wounds (43/80) were healed. The median time to ulcer closure by Kaplan-Meier analysis was 89 days (95% confidence interval, 62.0-117.0). In a Kaplan-Meier analysis of initially healed wounds, 88.9% (95% confidence interval, 76.9-94.8) remained closed at 12 weeks after closure. The mean numeric pain scores (ulcer site) improved by 41.0% and 64.1% at 12 weeks and 12 months after the procedure, respectively. The health-related quality-of-life index (scale of 0-1) improved from 0.65 ± 0.27 at baseline to 0.72 ± 0.28 at 12 weeks and 0.73 ± 0.30 at 12 months. By 12 weeks after treatment, the mean target leg Venous Clinical Severity Score had significantly decreased by 5.8 points, and by 12 months it had decreased by 10.0 points. CONCLUSIONS: Treatment with 1% polidocanol microfoam was associated with promising wound healing rates and low recurrence rates for VLUs, despite a challenging patient population with recalcitrant ulcers, a large percentage of which were circumferential, in patients with high body mass indexes.


Assuntos
Úlcera , Úlcera Varicosa , Humanos , Feminino , Pessoa de Meia-Idade , Idoso , Lactente , Masculino , Polidocanol , Escleroterapia , Resultado do Tratamento , Úlcera Varicosa/terapia , Úlcera Varicosa/cirurgia , Cicatrização , Dor
12.
J Vasc Surg ; 77(3): 906-912.e4, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36400364

RESUMO

OBJECTIVE: To describe the incidence and predictors of acute limb ischemia (ALI) in patients with acute myocardial infarction (AMI) complicated by cardiogenic shock (CS). METHODS: Patients with index hospitalizations for AMI complicated by cardiogenic shock from 2016 to 2019 in the US National Readmission Database were identified. We evaluated the incidence of ALI and its associated mortality, length of stay, and cost of hospitalization. We used multivariable logistic regression to determine independent predictors of ALI in this population. RESULTS: A total of 84,615 patients had AMI complicated by cardiogenic shock and 1302 (1.54%) developed ALI. The rates of ALI increased from 1.29% in 2016 to 1.66% in 2019 (P ≤ .002). The use of microaxial mechanical circulatory support increased from 2.25% in 2016 to 13.36% in 2019 (P = .0001). The major predictors of ALI included peripheral arterial disease (odds ratio [OR], 7.34; 95% confidence interval [CI], 6.12-8.81), venoarterial extracorporeal membrane oxygenation (OR, 4.40; 95% CI, 3.19-6.07), and microaxial mechanical circulatory support (OR, 3.12; 95% CI, 2.74-3.55). ALI in patients with cardiogenic shock was associated higher mortality (39.20% vs 33.53%; P ≤ .0001). CONCLUSIONS: This nationwide observational study shows that ALI is an important complication of AMI with cardiogenic shock. This complication is associated with higher mortality. In addition to peripheral artery disease, the use of mechanical circulatory devices was associated with significantly higher rates of ALI.


Assuntos
Coração Auxiliar , Infarto do Miocárdio , Doença Arterial Periférica , Humanos , Choque Cardiogênico , Incidência , Resultado do Tratamento , Mortalidade Hospitalar , Doença Arterial Periférica/complicações , Coração Auxiliar/efeitos adversos , Estudos Retrospectivos
13.
J Vasc Surg Venous Lymphat Disord ; 11(2): 231-261.e6, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36326210

RESUMO

The Society for Vascular Surgery, American Venous Forum, and American Vein and Lymphatic Society collaborated to update the 2011 Society for Vascular Surgery/American Venous Forum clinical practice guidelines and provide new evidence-based recommendations on critical issues affecting the care of patients with varicose veins. Each recommendation is based on a recent, independent systematic review and meta-analysis of the diagnostic tests and treatments options for patients with lower extremity varicose veins. Part I of the guidelines includes evidence-based recommendations for the evaluation of patients with CEAP (Clinical Class, Etiology, Anatomy, Pathology) class 2 varicose vein using duplex ultrasound scanning and other diagnostic tests, open surgical treatment (ligation and stripping) vs endovenous ablation techniques, thermal vs nonthermal ablation of the superficial truncal veins, and management of incompetent perforating veins in CEAP class 2 disease. We have also made recommendations on the concomitant vs staged treatment of varicose tributaries using phlebectomy or liquid or foam sclerotherapy (with physician-compounded foam or commercially prepared polidocanol endovenous microfoam) for patients undergoing ablation of incompetent superficial truncal veins.


Assuntos
Cardiologia , Varizes , Insuficiência Venosa , Humanos , Estados Unidos , Insuficiência Venosa/cirurgia , Resultado do Tratamento , Veia Safena/cirurgia , Varizes/cirurgia , Escleroterapia/efeitos adversos , Procedimentos Cirúrgicos Vasculares/efeitos adversos , Extremidade Inferior
14.
Healthcare (Basel) ; 10(12)2022 Dec 09.
Artigo em Inglês | MEDLINE | ID: mdl-36554017

RESUMO

Motivation: The price of medical treatment continues to rise due to (i) an increasing population; (ii) an aging human growth; (iii) disease prevalence; (iv) a rise in the frequency of patients that utilize health care services; and (v) increase in the price. Objective: Artificial Intelligence (AI) is already well-known for its superiority in various healthcare applications, including the segmentation of lesions in images, speech recognition, smartphone personal assistants, navigation, ride-sharing apps, and many more. Our study is based on two hypotheses: (i) AI offers more economic solutions compared to conventional methods; (ii) AI treatment offers stronger economics compared to AI diagnosis. This novel study aims to evaluate AI technology in the context of healthcare costs, namely in the areas of diagnosis and treatment, and then compare it to the traditional or non-AI-based approaches. Methodology: PRISMA was used to select the best 200 studies for AI in healthcare with a primary focus on cost reduction, especially towards diagnosis and treatment. We defined the diagnosis and treatment architectures, investigated their characteristics, and categorized the roles that AI plays in the diagnostic and therapeutic paradigms. We experimented with various combinations of different assumptions by integrating AI and then comparing it against conventional costs. Lastly, we dwell on three powerful future concepts of AI, namely, pruning, bias, explainability, and regulatory approvals of AI systems. Conclusions: The model shows tremendous cost savings using AI tools in diagnosis and treatment. The economics of AI can be improved by incorporating pruning, reduction in AI bias, explainability, and regulatory approvals.

15.
J Clin Med ; 11(22)2022 Nov 19.
Artigo em Inglês | MEDLINE | ID: mdl-36431321

RESUMO

A diabetic foot infection (DFI) is among the most serious, incurable, and costly to treat conditions. The presence of a DFI renders machine learning (ML) systems extremely nonlinear, posing difficulties in CVD/stroke risk stratification. In addition, there is a limited number of well-explained ML paradigms due to comorbidity, sample size limits, and weak scientific and clinical validation methodologies. Deep neural networks (DNN) are potent machines for learning that generalize nonlinear situations. The objective of this article is to propose a novel investigation of deep learning (DL) solutions for predicting CVD/stroke risk in DFI patients. The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) search strategy was used for the selection of 207 studies. We hypothesize that a DFI is responsible for increased morbidity and mortality due to the worsening of atherosclerotic disease and affecting coronary artery disease (CAD). Since surrogate biomarkers for CAD, such as carotid artery disease, can be used for monitoring CVD, we can thus use a DL-based model, namely, Long Short-Term Memory (LSTM) and Recurrent Neural Networks (RNN) for CVD/stroke risk prediction in DFI patients, which combines covariates such as office and laboratory-based biomarkers, carotid ultrasound image phenotype (CUSIP) lesions, along with the DFI severity. We confirmed the viability of CVD/stroke risk stratification in the DFI patients. Strong designs were found in the research of the DL architectures for CVD/stroke risk stratification. Finally, we analyzed the AI bias and proposed strategies for the early diagnosis of CVD/stroke in DFI patients. Since DFI patients have an aggressive atherosclerotic disease, leading to prominent CVD/stroke risk, we, therefore, conclude that the DL paradigm is very effective for predicting the risk of CVD/stroke in DFI patients.

16.
J Cardiovasc Dev Dis ; 9(8)2022 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-36005433

RESUMO

The SARS-CoV-2 virus has caused a pandemic, infecting nearly 80 million people worldwide, with mortality exceeding six million. The average survival span is just 14 days from the time the symptoms become aggressive. The present study delineates the deep-driven vascular damage in the pulmonary, renal, coronary, and carotid vessels due to SARS-CoV-2. This special report addresses an important gap in the literature in understanding (i) the pathophysiology of vascular damage and the role of medical imaging in the visualization of the damage caused by SARS-CoV-2, and (ii) further understanding the severity of COVID-19 using artificial intelligence (AI)-based tissue characterization (TC). PRISMA was used to select 296 studies for AI-based TC. Radiological imaging techniques such as magnetic resonance imaging (MRI), computed tomography (CT), and ultrasound were selected for imaging of the vasculature infected by COVID-19. Four kinds of hypotheses are presented for showing the vascular damage in radiological images due to COVID-19. Three kinds of AI models, namely, machine learning, deep learning, and transfer learning, are used for TC. Further, the study presents recommendations for improving AI-based architectures for vascular studies. We conclude that the process of vascular damage due to COVID-19 has similarities across vessel types, even though it results in multi-organ dysfunction. Although the mortality rate is ~2% of those infected, the long-term effect of COVID-19 needs monitoring to avoid deaths. AI seems to be penetrating the health care industry at warp speed, and we expect to see an emerging role in patient care, reduce the mortality and morbidity rate.

17.
Diagnostics (Basel) ; 12(7)2022 Jun 24.
Artigo em Inglês | MEDLINE | ID: mdl-35885449

RESUMO

Background and Motivation: Parkinson's disease (PD) is one of the most serious, non-curable, and expensive to treat. Recently, machine learning (ML) has shown to be able to predict cardiovascular/stroke risk in PD patients. The presence of COVID-19 causes the ML systems to become severely non-linear and poses challenges in cardiovascular/stroke risk stratification. Further, due to comorbidity, sample size constraints, and poor scientific and clinical validation techniques, there have been no well-explained ML paradigms. Deep neural networks are powerful learning machines that generalize non-linear conditions. This study presents a novel investigation of deep learning (DL) solutions for CVD/stroke risk prediction in PD patients affected by the COVID-19 framework. Method: The PRISMA search strategy was used for the selection of 292 studies closely associated with the effect of PD on CVD risk in the COVID-19 framework. We study the hypothesis that PD in the presence of COVID-19 can cause more harm to the heart and brain than in non-COVID-19 conditions. COVID-19 lung damage severity can be used as a covariate during DL training model designs. We, therefore, propose a DL model for the estimation of, (i) COVID-19 lesions in computed tomography (CT) scans and (ii) combining the covariates of PD, COVID-19 lesions, office and laboratory arterial atherosclerotic image-based biomarkers, and medicine usage for the PD patients for the design of DL point-based models for CVD/stroke risk stratification. Results: We validated the feasibility of CVD/stroke risk stratification in PD patients in the presence of a COVID-19 environment and this was also verified. DL architectures like long short-term memory (LSTM), and recurrent neural network (RNN) were studied for CVD/stroke risk stratification showing powerful designs. Lastly, we examined the artificial intelligence bias and provided recommendations for early detection of CVD/stroke in PD patients in the presence of COVID-19. Conclusion: The DL is a very powerful tool for predicting CVD/stroke risk in PD patients affected by COVID-19.

18.
J Vasc Surg Venous Lymphat Disord ; 10(5): 1044-1050, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35691538

RESUMO

OBJECTIVE: The aim of the present study was to report a large, single-center experience using the ClotTriever thrombectomy system (Inari Medical, Irvine, CA) for the management of acute iliofemoral (IF) deep vein thrombosis (DVT). One limitation of all endovascular devices for the treatment of acute IF-DVT has been the inability to completely remove all acute thrombus and the need for adjunctive thrombolysis with its attendant risk of bleeding complications. METHODS: A single-center retrospective review of consecutive patients with acute IF-DVT treated with the ClotTriever thrombectomy system (Inari Medical) is reported. Procedural efficacy was evaluated by an independent core imaging laboratory (Syntactx, New York, NY). Both procedural and in-hospital safety were assessed during the index hospitalization. The treated vein patency was assessed using duplex ultrasound at 30 days after the procedure. RESULTS: A total of 96 patients were included in the present retrospective review, 40 of whom (40%) had contraindications to thrombolytic therapy. In terms of efficacy, 93 patients (97%) had ≥75% thrombus removal. During the index hospitalization, two patients (2%) had experienced a symptomatic pulmonary embolus. However, no mortality, major bleeding, or device-related complications had occurred in the study population. Of the 96 patients, 64 had undergone duplex ultrasound at 30 days after the procedure. Of the 64 patients, 62 had normal flow (97%), 53 (83%) had normal compressibility, and 11 (17%) had partial compressibility. CONCLUSIONS: The ClotTriever thrombectomy catheter was both safe and effective in our cohort of patients with acute IF-DVT outside a randomized clinical trial.


Assuntos
Veia Ilíaca , Trombose Venosa , Catéteres , Veia Femoral/diagnóstico por imagem , Humanos , Veia Ilíaca/diagnóstico por imagem , Estudos Retrospectivos , Centros de Atenção Terciária , Trombectomia/métodos , Terapia Trombolítica/efeitos adversos , Resultado do Tratamento , Trombose Venosa/diagnóstico por imagem , Trombose Venosa/etiologia , Trombose Venosa/terapia
19.
Diagnostics (Basel) ; 12(5)2022 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-35626389

RESUMO

Diabetes is one of the main causes of the rising cases of blindness in adults. This microvascular complication of diabetes is termed diabetic retinopathy (DR) and is associated with an expanding risk of cardiovascular events in diabetes patients. DR, in its various forms, is seen to be a powerful indicator of atherosclerosis. Further, the macrovascular complication of diabetes leads to coronary artery disease (CAD). Thus, the timely identification of cardiovascular disease (CVD) complications in DR patients is of utmost importance. Since CAD risk assessment is expensive for low-income countries, it is important to look for surrogate biomarkers for risk stratification of CVD in DR patients. Due to the common genetic makeup between the coronary and carotid arteries, low-cost, high-resolution imaging such as carotid B-mode ultrasound (US) can be used for arterial tissue characterization and risk stratification in DR patients. The advent of artificial intelligence (AI) techniques has facilitated the handling of large cohorts in a big data framework to identify atherosclerotic plaque features in arterial ultrasound. This enables timely CVD risk assessment and risk stratification of patients with DR. Thus, this review focuses on understanding the pathophysiology of DR, retinal and CAD imaging, the role of surrogate markers for CVD, and finally, the CVD risk stratification of DR patients. The review shows a step-by-step cyclic activity of how diabetes and atherosclerotic disease cause DR, leading to the worsening of CVD. We propose a solution to how AI can help in the identification of CVD risk. Lastly, we analyze the role of DR/CVD in the COVID-19 framework.

20.
Front Cardiovasc Med ; 9: 762443, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35282358

RESUMO

Importance: The post-thrombotic syndrome (PTS) is the most common long-term complication of deep vein thrombosis (DVT), occurring in up to 40-50% of cases. There are limited evidence-based approaches for PTS clinical management. Objective: To provide an expert consensus for PTS diagnosis, prevention, and treatment. Evidence-Review: MEDLINE, Cochrane Database review, and GOOGLE SCHOLAR were searched with the terms "post-thrombotic syndrome" and "post-phlebitic syndrome" used in titles and abstracts up to September 2020. Filters Were: English, Controlled Clinical Trial / Systematic Review / Meta-Analysis / Guideline. The relevant literature regarding PTS diagnosis, prevention and treatment was reviewed and summarized by the evidence synthesis team. On the basis of this review, a panel of 15 practicing angiology/vascular medicine specialists assessed the appropriateness of several items regarding PTS management on a Likert-9 point scale, according to the RAND/UCLA method, with a two-round modified Delphi method. Findings: The panelists rated the following as appropriate for diagnosis: 1-the Villalta scale; 2- pre-existing venous insufficiency evaluation; 3-assessment 3-6 months after diagnosis of iliofemoral or femoro-popliteal DVT, and afterwards periodically, according to a personalized schedule depending on the presence or absence of clinically relevant PTS. The items rated as appropriate for symptom relief and prevention were: 1- graduated compression stockings (GCS) or elastic bandages for symptomatic relief in acute DVT, either iliofemoral, popliteal or calf; 2-thigh-length GCS (30-40 mmHg at the ankle) after ilio-femoral DVT; 3- knee-length GCS (30-40 mmHg at the ankle) after popliteal DVT; 4-GCS for different length of times according to the severity of periodically assessed PTS; 5-catheter-directed thrombolysis, with or without mechanical thrombectomy, in patients with iliofemoral obstruction, severe symptoms, and low risk of bleeding. The items rated as appropriate for treatment were: 1- thigh-length GCS (30-40 mmHg at the ankle) after iliofemoral DVT; 2-compression therapy for ulcer treatment; 3- exercise training. The role of endovascular treatment (angioplasty and/or stenting) was rated as uncertain, but it could be considered for severe PTS only in case of stenosis or occlusion above the inguinal ligament, followed by oral anticoagulation. Conclusions and Relevance: This position paper can help practicing clinicians in PTS management.

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