Artificial intelligence in abdominal aortic aneurysm
Objective Abdominal aortic aneurysm (AAA) is a life-threatening disease, and the only
curative treatment relies on open or endovascular repair. The decision to treat relies on the …
curative treatment relies on open or endovascular repair. The decision to treat relies on the …
Artificial intelligence and machine learning in aortic disease
LD Hahn, K Baeumler, A Hsiao - Current Opinion in Cardiology, 2021 - journals.lww.com
Multiple ML techniques have potential for characterization and risk prediction of aortic
aneurysm, dissection, coarctation, and atherosclerotic disease on computed tomography …
aneurysm, dissection, coarctation, and atherosclerotic disease on computed tomography …
Effectiveness of federated learning and CNN ensemble architectures for identifying brain tumors using MRI images
Medical institutions often revoke data access due to the privacy concern of patients.
Federated Learning (FL) is a collaborative learning paradigm that can generate an unbiased …
Federated Learning (FL) is a collaborative learning paradigm that can generate an unbiased …
Intra: 3d intracranial aneurysm dataset for deep learning
Medicine is an important application area for deep learning models. Research in this field is
a combination of medical expertise and data science knowledge. In this paper, instead of 2D …
a combination of medical expertise and data science knowledge. In this paper, instead of 2D …
3D automatic segmentation of aortic computed tomography angiography combining multi-view 2D convolutional neural networks
A Fantazzini, M Esposito, A Finotello… - Cardiovascular …, 2020 - Springer
Purpose The quantitative analysis of contrast-enhanced Computed Tomography
Angiography (CTA) is essential to assess aortic anatomy, identify pathologies, and perform …
Angiography (CTA) is essential to assess aortic anatomy, identify pathologies, and perform …
[HTML][HTML] Pre-surgical and post-surgical aortic aneurysm maximum diameter measurement: full automation by artificial intelligence
Objective The aim of this study was to evaluate an automatic, deep learning based method
(Augmented Radiology for Vascular Aneurysm [ARVA]), to detect and assess maximum …
(Augmented Radiology for Vascular Aneurysm [ARVA]), to detect and assess maximum …
[HTML][HTML] Fully automatic volume segmentation of infrarenal abdominal aortic aneurysm computed tomography images with deep learning approaches versus physician …
C Caradu, B Spampinato, AM Vrancianu… - Journal of vascular …, 2021 - Elsevier
Objective Imaging software has become critical tools in the diagnosis and decision making
for the treatment of abdominal aortic aneurysms (AAA). However, the interobserver …
for the treatment of abdominal aortic aneurysms (AAA). However, the interobserver …
Fundamentals in artificial intelligence for vascular surgeons
Artificial intelligence (AI) corresponds to a broad discipline that aims to design systems,
which display properties of human intelligence. While it has led to many advances and …
which display properties of human intelligence. While it has led to many advances and …
Current applications of artificial intelligence in vascular surgery
UM Fischer, PK Shireman, JC Lin - Seminars in vascular surgery, 2021 - Elsevier
Basic foundations of artificial intelligence (AI) include analyzing large amounts of data,
recognizing patterns, and predicting outcomes. At the core of AI are well-defined areas, such …
recognizing patterns, and predicting outcomes. At the core of AI are well-defined areas, such …
Automatic segmentation of abdominal aortic aneurysms from CT angiography using a context-aware cascaded U-Net
We delineate abdominal aortic aneurysms, including lumen and intraluminal thrombosis
(ILT), from contrast-enhanced computed tomography angiography (CTA) data in 70 patients …
(ILT), from contrast-enhanced computed tomography angiography (CTA) data in 70 patients …