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J. Vasc. Dis., Volume 2, Issue 4 (December 2023) – 7 articles

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22 pages, 4739 KiB  
Article
Abnormal Heart Sound Classification and Model Interpretability: A Transfer Learning Approach with Deep Learning
by Milan Marocchi, Leigh Abbott, Yue Rong, Sven Nordholm and Girish Dwivedi
J. Vasc. Dis. 2023, 2(4), 438-459; https://doi.org/10.3390/jvd2040034 - 04 Dec 2023
Viewed by 839
Abstract
Physician detection of heart sound abnormality is complicated by the inherent difficulty of detecting critical abnormalities in the presence of noise. Computer-aided heart auscultation provides a promising alternative for more accurate detection, with recent deep learning approaches exceeding expert accuracy. Although combining phonocardiogram [...] Read more.
Physician detection of heart sound abnormality is complicated by the inherent difficulty of detecting critical abnormalities in the presence of noise. Computer-aided heart auscultation provides a promising alternative for more accurate detection, with recent deep learning approaches exceeding expert accuracy. Although combining phonocardiogram (PCG) data with electrocardiogram (ECG) data provides more information to an abnormal heart sound classifier, the scarce presence of labelled datasets with this combination impedes training. This paper explores fine-tuning deep convolutional neural networks such as ResNet, VGG, and inceptionv3, on images of spectrograms, mel-spectrograms, and scalograms. By fine-tuning deep pre-trained models on image representations of ECG and PCG, we achieve 91.25% accuracy on the training-a dataset of the PhysioNet Computing in Cardiology Challenge 2016, compared to a previous result of 81.48%. Interpretation of the model’s learned features is also provided, with the results indicative of clinical significance. Full article
(This article belongs to the Section Cardiovascular Diseases)
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19 pages, 812 KiB  
Review
Unravelling the Threads: A Brief Insight into Vascular Dementia
by Syed Haris Omar
J. Vasc. Dis. 2023, 2(4), 419-437; https://doi.org/10.3390/jvd2040033 - 02 Nov 2023
Viewed by 1276
Abstract
Vascular dementia (VaD), characterized by cognitive decline attributable to cerebrovascular disease, is the second most common type of dementia after Alzheimer’s disease. This review aims to explore the prevalent risk factors, pharmacological interventions, and non-pharmacotherapeutic strategies associated with the condition. Recognized risk factors [...] Read more.
Vascular dementia (VaD), characterized by cognitive decline attributable to cerebrovascular disease, is the second most common type of dementia after Alzheimer’s disease. This review aims to explore the prevalent risk factors, pharmacological interventions, and non-pharmacotherapeutic strategies associated with the condition. Recognized risk factors include advanced age, hypertension, diabetes mellitus, obesity, and hyperlipidemia with emerging evidence implicating additional lifestyle and genetic factors. Pharmacotherapy for VaD mainly focuses on managing these underlying risk factors, coupled with symptomatic treatments. Therapeutic agents commonly used include antihypertensives, statins, antiplatelet drugs, antidiabetic agents, and specific cognitive enhancers like cholinesterase inhibitors. However, the effectiveness of these treatments remains under continuous study, underscoring the need for comprehensive, individualized treatment plans. Non-pharmacotherapeutic strategies, encompassing lifestyle modifications such as diet and exercise have gained considerable attention. They have shown promise in improving cognitive function and enhancing the quality of life in patients with VaD. The application of a multi-domain intervention approach may provide a more holistic management strategy for VaD. Further research is needed to define the best practices in both pharmacotherapy and non-pharmacotherapy treatments, considering the multifactorial and heterogeneous nature of this condition. Full article
(This article belongs to the Section Neurovascular Diseases)
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6 pages, 642 KiB  
Opinion
New Paradigms for Thoracic Outlet Compression and Thoracic Outlet Syndrome, with or without Complications or Sequelae: A Trans-Continental and Trans-Disciplinary Opinion Paper
by Pierre Abraham, Paul W. Wennberg, Pascal Bauer, Yongquan Gu, Nafi Ouedraogo, Lianrui Guo, Garry Tew, Lucia Mazzolai, Romeo Martini and Samir Henni
J. Vasc. Dis. 2023, 2(4), 413-418; https://doi.org/10.3390/jvd2040032 - 02 Nov 2023
Cited by 1 | Viewed by 742
Abstract
The anatomy of the human shoulder predisposes the neurovascular bundle to compression at different levels of the thoracic outlet during abduction of the arm. There are four possible levels of compression at the thoracic outlet pathway: at the costo-clavicular angle, the inter-scalenic angle, [...] Read more.
The anatomy of the human shoulder predisposes the neurovascular bundle to compression at different levels of the thoracic outlet during abduction of the arm. There are four possible levels of compression at the thoracic outlet pathway: at the costo-clavicular angle, the inter-scalenic angle, under the pectoralis minor muscle or at the level of the humeral head. The positional thoracic outlet compression (TOC) often remains completely asymptomatic. When symptomatic, compressions are collectively referred to as thoracic outlet syndrome (TOS) and may require surgery if physical therapy fails to improve symptoms. The “thoracic outlet compression with complications or sequelae” (the acronym of which is “TOC-CS”, which can be simplified as “TOX”) will almost invariably lead to surgery to release the compression, and other possible treatment targeting the complications as required. There is a continuum between TOC, TOS and TOX, which are simply different clinical stages of the same mechanical issue, just like the Rutherford grades represent different stages of lower extremity arterial disease. We believe that discriminating between TOC, TOS and TOX clarifies clinical definitions and their respective treatment options. TOC is to be considered as a physiological positional phenomenon, TOS requires medical or surgical treatment and surgery should be considered as a primary option in TOX. Full article
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11 pages, 3768 KiB  
Case Report
Covered Stent Herniation into Coronary Aneurysm Sac—A Case-Inspired Review of Neurointerventional Realignment Techniques
by Jacek Klaudel, Piotr Radowski, Wojciech Trenkner, Michał Glaza, Krzysztof Pawłowski, Dariusz Surman, Włodzimierz Krasowski and Marek Szołkiewicz
J. Vasc. Dis. 2023, 2(4), 402-412; https://doi.org/10.3390/jvd2040031 - 01 Nov 2023
Viewed by 1070
Abstract
Background: Coronary aneurysms are an infrequent finding in diagnostic angiography, with a reported incidence of 0.35–0.7% in the largest contemporary registries. At least half of them have an atherosclerotic etiology and as such they are often diagnosed in the setting of acute coronary [...] Read more.
Background: Coronary aneurysms are an infrequent finding in diagnostic angiography, with a reported incidence of 0.35–0.7% in the largest contemporary registries. At least half of them have an atherosclerotic etiology and as such they are often diagnosed in the setting of acute coronary syndrome. The wiring of a thrombosed aneurysm is a difficult task and after successful recanalization, the operator has to decide on the optimal method of aneurysm exclusion. Covered stents are commonly deployed, but their use involves the risk of delivery failure as well as device dislodgement and loss due to their stiffness and size. Moreover, proper stent sizing and apposition is difficult in the case of thrombosed aneurysms. Case presentation: We present a case of coronary aneurysm recanalization and exclusion with a covered stent, with a postdilation-induced stent foreshortening. Due to the subsequent stent migration into the aneurysm sac, its repositioning was attempted. The pitfalls of coronary aneurysm stenting and neurointerventional techniques of prolapsed device realignment are discussed. Conclusions: An adequate landing zone is of the utmost importance in aneurysm exclusion with covered stents. In the case of a short stent anchoring in the normal vessel, another covered or conventional stent should be deployed to mitigate the risk of the device migration. Full article
(This article belongs to the Section Cardiovascular Diseases)
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9 pages, 2394 KiB  
Case Report
Arterial and Venous Pressure Monitoring during Cardiopulmonary Resuscitation for Out-of-Hospital Arrests: Four Case Reports
by Hirokazu Onishi, Tasuku Matsuyama, Yuki Yasutake, Daichi Inaba, Tatsuji Katsue, Masaki Nagama, Yuto Iwasaki and Hitoshi Kano
J. Vasc. Dis. 2023, 2(4), 393-401; https://doi.org/10.3390/jvd2040030 - 07 Oct 2023
Viewed by 964
Abstract
Background: A new physiological monitoring system that simultaneously measures femoral arterial pressure, femoral venous pressure, and cerebral tissue oxygen saturation during CPR was used to evaluate the quality of cardiopulmonary resuscitation. In this case report, we would like to present four representative cases [...] Read more.
Background: A new physiological monitoring system that simultaneously measures femoral arterial pressure, femoral venous pressure, and cerebral tissue oxygen saturation during CPR was used to evaluate the quality of cardiopulmonary resuscitation. In this case report, we would like to present four representative cases with this physiological monitoring system during CPR. Cases: We invasively measured femoral arterial pressure and femoral venous pressure if catheters were immediately inserted into the femoral artery and femoral vein for potential candidates who required extracorporeal cardiopulmonary resuscitation but did not receive such interventions. We presented several cases, including two cases in which cardiopulmonary resuscitation resulted in higher femoral arterial pressure compared to femoral venous pressure, an upward trend in cerebral tissue oxygen saturation values was observed, and both instances achieved the return of spontaneous circulation. In contrast, we also presented two patients with significant increases in femoral venous pressure and low cerebral tissue oxygen saturation values. In both cases, the return of spontaneous circulation was not achieved. Conclusions: We presented cases in which the femoral venous pressure exceeded the femoral arterial pressure using a simultaneous physiological monitoring system to monitor arterial pressure, venous pressure, and cerebral tissue oxygen saturation during cardiopulmonary resuscitation. Further case accumulations will be necessary to assess the variations in hemodynamic status during cardiopulmonary resuscitation and the association between each hemodynamic status and outcomes after cardiac arrest. Full article
(This article belongs to the Section Cardiovascular Diseases)
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12 pages, 254 KiB  
Article
Urgent Off-Label Use of Flow–Diverter Stents in the Endovascular Management of Tonsillar Loop-Associated Internal Carotid Artery Dissections Presenting with Carotid Occlusion or Near-Occlusion and Major Ischemic Stroke
by José E. Cohen, Andrei Filioglo, John Moshe Gomori, Asaf Honig, Ronen R. Leker and Hans Henkes
J. Vasc. Dis. 2023, 2(4), 381-392; https://doi.org/10.3390/jvd2040029 - 03 Oct 2023
Viewed by 783
Abstract
We present our experience with the implantation of flow diverter stents (FDSs) for the management of internal carotid artery (ICA) dissections in tortuous tonsillar loop segments. A total of 16 patients (10 women, 62.5%; mean age 39 ± 8 years; median baseline NIHSS [...] Read more.
We present our experience with the implantation of flow diverter stents (FDSs) for the management of internal carotid artery (ICA) dissections in tortuous tonsillar loop segments. A total of 16 patients (10 women, 62.5%; mean age 39 ± 8 years; median baseline NIHSS 13; median ASPECTS 8.5) with acute ischemic stroke due to ICA dissection in a tortuous tonsillar loop segment, with/without large intracranial vessel thrombotic occlusion diagnosed between June 2015–February 2022 were included in this retrospective study under a waiver of informed consent. An FDS device was deployed from the petrous ICA toward the upper cervical ICA, completely covering the tonsillar loop. Stentriever-assisted thrombectomy was performed when indicated. A dual antiplatelet regimen was used during and after the procedure. Thrombocyte inhibition levels were evaluated before, during, and after the intervention. The ICA occlusion/near occlusion was successfully recanalized in all 16 patients with mean postangioplasty residual stenosis of 34 ± 14% (range 0–50%). Stent-assisted thrombectomy was performed in 15/16 patients (93.7%), achieving revascularization (TICI 2b–3) in all. There were no procedural complications and no intraprocedural embolic events; one asymptomatic petechial hemorrhage was detected. At 3-month follow-up, mRS 0–2 was seen in all patients. This report provides pilot data for a subsequent study on the use of flow diverter stents for ischemic cerebrovascular conditions. Our encouraging preliminary results await confirmation from further experience and prospective randomized studies. Full article
(This article belongs to the Section Neurovascular Diseases)
14 pages, 3784 KiB  
Article
Computed Tomography Imaging Features of Pulmonary Sequestration
by Tingqian Yang, Zhaoyu Wang, Jun Qiang, Qinxiang Mao, Shufeng Kong, Zhonghua Sun and Yu Li
J. Vasc. Dis. 2023, 2(4), 367-380; https://doi.org/10.3390/jvd2040028 - 01 Oct 2023
Viewed by 1117
Abstract
Background: Pulmonary sequestration (PS), generally diagnosed using computed tomography pulmonary angiography (CTPA), is a rare congenital developmental malformation of the lung that is characterized by nonfunctional lung tissue, independent of the normal lung tissue. This paper summarizes the imaging features of the supplying [...] Read more.
Background: Pulmonary sequestration (PS), generally diagnosed using computed tomography pulmonary angiography (CTPA), is a rare congenital developmental malformation of the lung that is characterized by nonfunctional lung tissue, independent of the normal lung tissue. This paper summarizes the imaging features of the supplying arteries and draining vessels in patients with PS with an aim to assist in timely clinical diagnosis and operation guidance. Materials and Methods: A total of 55 patients with PS diagnosed using CTPA from multiple clinical centers were retrospectively analyzed. Data included demographic characteristics, imaging features, disease location, isolation type, and the features of supplying and draining vessels, as shown on CTPA images. Results: Of the 55 patients reviewed, 3 (5.45%) were children, 3 (5.45%) were adolescents, and 49 (89.09%) were adults; the mean age was 44 years. Fifty-four (98.18%) patients had intralobar sequestration and one (1.82%) had extralobar sequestration. PS was noted 3.5 times more frequently in the left lower lobe than in the right lower lobe. For the supplying arteries, 47 (85.45%) were derived from the descending thoracic aorta, 1 (1.82%) from the abdominal aorta, 7 (12.73%) from the celiac axis, and 1 (1.82%) from the bronchial artery. The draining vessels were the pulmonary veins in 49 patients (89.09%), the umbilical vein in 1 (1.82%), the venae intercostal in 1 (1.82%), the pulmonary arteries in 11 (20.00%), and the vessels were not shown on the images in 2 patients (3.64%). Conclusion: Clinical presentations of PS are non-specific and can be easily missed or misdiagnosed. However, CTPA can help to improve the diagnostic accuracy and identify the supplying arteries and draining vessels, which significantly contribute to surgical planning. Full article
(This article belongs to the Section Cardiovascular Diseases)
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