Intracerebral haemorrhage expansion: definitions, predictors, and prevention

A Morotti, G Boulouis, D Dowlatshahi, Q Li… - The Lancet …, 2023 - thelancet.com
Haematoma expansion affects a fifth of patients within 24 h of the onset of acute
intracerebral haemorrhage and is associated with death and disability, which makes it an …

[PDF][PDF] Robotics and artificial intelligence in endovascular neurosurgery

J Bravo, AR Wali, BR Hirshman, T Gopesh… - Cureus, 2022 - cureus.com
The use of artificial intelligence (AI) and robotics in endovascular neurosurgery promises to
transform neurovascular care. We present a review of the recently published neurosurgical …

Uncertainty-aware deep-learning model for prediction of supratentorial hematoma expansion from admission non-contrast head computed tomography scan

AT Tran, T Zeevi, SP Haider, G Abou Karam… - NPJ Digital …, 2024 - nature.com
Hematoma expansion (HE) is a modifiable risk factor and a potential treatment target in
patients with intracerebral hemorrhage (ICH). We aimed to train and validate deep-learning …

Prediction of hematoma expansion in spontaneous intracerebral hemorrhage using a multimodal neural network

S Tanioka, OU Aydin, A Hilbert, F Ishida, K Tsuda… - Scientific Reports, 2024 - nature.com
Hematoma expansion occasionally occurs in patients with intracerebral hemorrhage (ICH),
associating with poor outcome. Multimodal neural networks incorporating convolutional …

Research on predicting hematoma expansion in spontaneous intracerebral hemorrhage based on deep features of the VGG-19 network

F Wu, P Wang, H Yang, J Wu, Y Liu… - Postgraduate …, 2024 - academic.oup.com
Purpose To construct a clinical noncontrastive computed tomography (NCCT) deep learning
joint model for predicting early hematoma expansion (HE) after cerebral hemorrhage (sICH) …

Artificial intelligence for identification of images with active bleeding in mesenteric and celiac arteries angiography

Y Barash, A Livne, E Klang, V Sorin, I Cohen… - CardioVascular and …, 2024 - Springer
Purpose The purpose of this study is to evaluate the efficacy of an artificial intelligence (AI)
model designed to identify active bleeding in digital subtraction angiography images for …

[HTML][HTML] Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework

C Yalcin, V Abramova, M Terceño, A Oliver… - … Medical Imaging and …, 2024 - Elsevier
Spontaneous intracerebral hemorrhage (ICH) is a type of stroke less prevalent than
ischemic stroke but associated with high mortality rates. Hematoma expansion (HE) is an …

A machine learning approach for predicting perihematomal edema expansion in patients with intracerebral hemorrhage

Y Chen, C Qin, J Chang, Y Lyu, Q Zhang, Z Ye, Z Li… - European …, 2023 - Springer
Objectives Preventing the expansion of perihematomal edema (PHE) represents a novel
strategy for the improvement of neurological outcomes in intracerebral hemorrhage (ICH) …

[HTML][HTML] Automatic and efficient prediction of hematoma expansion in patients with hypertensive intracerebral hemorrhage using deep learning based on CT images

C Ma, L Wang, C Gao, D Liu, K Yang, Z Meng… - Journal of Personalized …, 2022 - mdpi.com
Patients with hypertensive intracerebral hemorrhage (ICH) have a high hematoma
expansion (HE) incidence. Noninvasive prediction HE helps doctors take effective measures …