Machine learning empowering personalized medicine: A comprehensive review of medical image analysis methods
Artificial intelligence (AI) advancements, especially deep learning, have significantly
improved medical image processing and analysis in various tasks such as disease …
improved medical image processing and analysis in various tasks such as disease …
Segmentation techniques of brain arteriovenous malformations for 3D visualization: A systematic review
E Colombo, T Fick, G Esposito, M Germans, L Regli… - La radiologia …, 2022 - Springer
Background Visualization, analysis and characterization of the angioarchitecture of a brain
arteriovenous malformation (bAVM) present crucial steps for understanding and …
arteriovenous malformation (bAVM) present crucial steps for understanding and …
Scalable robust graph and feature extraction for arbitrary vessel networks in large volumetric datasets
Background Recent advances in 3D imaging technologies provide novel insights to
researchers and reveal finer and more detail of examined specimen, especially in the …
researchers and reveal finer and more detail of examined specimen, especially in the …
Automatic detection and segmentation of thrombi in abdominal aortic aneurysms using a mask region-based convolutional neural network with optimized loss …
The detection and segmentation of thrombi are essential for monitoring the disease
progression of abdominal aortic aneurysms (AAAs) and for patient care and management …
progression of abdominal aortic aneurysms (AAAs) and for patient care and management …
Design-informed generative modelling of skeletal structures using structural optimization
Although various structural optimization techniques have a sound mathematical basis, the
structural robustness and practical constructability of optimal designs pose a great challenge …
structural robustness and practical constructability of optimal designs pose a great challenge …
Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure
Background Percutaneous left atrial appendage (LAA) closure (placement of an occluder to
close the appendage) is a novel procedure for stroke prevention in patients suffering from …
close the appendage) is a novel procedure for stroke prevention in patients suffering from …
Enhancing Segmentation of Abdominal Aortic Aneurysms in CT Images
This study concentrates on a potential strategy for improving Abdominal aortic aneurysms
(AAAs) segmentation in CT imaging. The study's dataset included 19 CT images of healthy …
(AAAs) segmentation in CT imaging. The study's dataset included 19 CT images of healthy …
Recent progress understanding pathophysiology and genesis of brain AVM—a narrative review
HJ Steiger - Neurosurgical Review, 2021 - Springer
Considerable progress has been made over the past years to better understand the genetic
nature and pathophysiology of brain AVM. For the actual review, a PubMed search was …
nature and pathophysiology of brain AVM. For the actual review, a PubMed search was …
Abdominal aortic aneurysm segmentation from ct images using modified 3d u-net with deep supervision
An abdominal aortic aneurysm (AAA) is a dangerous cardiovascular disease that can cause
serious health complications and death. Methods that can provide automatic and accurate …
serious health complications and death. Methods that can provide automatic and accurate …
[HTML][HTML] Concurrent imaging of vascularization and metabolism in a mouse model of paraganglioma under anti-angiogenic treatment
Rationale: Deregulation of metabolism and induction of vascularization are major hallmarks
of cancer. Using a new multimodal preclinical imaging instrument, we explored a sequence …
of cancer. Using a new multimodal preclinical imaging instrument, we explored a sequence …