Michelle Livne
Michelle Livne
Google Health Research, UK
Email verificata su google.com
Titolo
Citata da
Citata da
Anno
A U-Net deep learning framework for high performance vessel segmentation in patients with cerebrovascular disease
M Livne, J Rieger, OU Aydin, AA Taha, EM Akay, T Kossen, J Sobesky, ...
Frontiers in neuroscience 13, 97, 2019
692019
Boosted tree model reforms multimodal magnetic resonance imaging infarct prediction in acute stroke
M Livne, JK Boldsen, IK Mikkelsen, JB Fiebach, J Sobesky, K Mouridsen
Stroke 49 (4), 912-918, 2018
282018
Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome
E Zihni, VI Madai, M Livne, I Galinovic, AA Khalil, JB Fiebach, D Frey
Plos one 15 (4), e0231166, 2020
172020
Comparison of the 2 most popular deconvolution techniques for the detection of penumbral flow in acute stroke
O Zaro-Weber, M Livne, SZ Martin, FC von Samson-Himmelstjerna, ...
Stroke 46 (10), 2795-2799, 2015
152015
BRAVE-NET: fully automated arterial brain vessel segmentation in patients with cerebrovascular disease
A Hilbert, VI Madai, EM Akay, OU Aydin, J Behland, J Sobesky, I Galinovic, ...
Frontiers in Artificial Intelligence 3, 78, 2020
42020
Multiparametric model for penumbral flow prediction in acute stroke
M Livne, T Kossen, VI Madai, O Zaro-Weber, W Moeller-Hartmann, ...
Stroke 48 (7), 1849-1854, 2017
42017
A PET‐Guided Framework Supports a Multiple Arterial Input Functions Approach in DSC‐MRI in Acute Stroke
M Livne, VI Madai, P Brunecker, O Zaro‐Weber, W Moeller‐Hartmann, ...
Journal of Neuroimaging 27 (5), 486-492, 2017
32017
Precision Medicine in Stroke Powered by AI - Promises and Challenges
M Livne
XPOMET 360░ Next Generation Healthcare, 184-189, 2019
22019
Diagnostic and prognostic benefit of arterial spin labeling in subacute stroke
T Thamm, S Zweynert, SK Piper, VI Madai, M Livne, SZ Martin, CX Herzig, ...
Brain and behavior 9 (5), e01271, 2019
22019
A precision medicine framework for personalized simulation of hemodynamics in cerebrovascular disease
D Frey, M Livne, H Leppin, EM Akay, OU Aydin, J Behland, J Sobesky, ...
BioMedical Engineering OnLine 20 (1), 1-20, 2021
2021
Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks
T Kossen, P Subramaniam, VI Madai, A Hennemuth, K Hildebrand, ...
Computers in Biology and Medicine 131, 104254, 2021
2021
Outcome prediction in aneurysmal subarachnoid hemorrhage: a comparison of machine learning methods and established clinico-radiological scores
NF Dengler, VI Madai, M Unteroberd÷rster, E Zihni, SC Brune, A Hilbert, ...
Neurosurgical Review, 1-10, 2021
2021
A novel approach for assessing hypoperfusion in stroke using spatial independent component analysis of resting-state fMRI data
JY Hu, E Kirilina, T Nierhaus, S Ovadia-Caro, M Livne, K Villringer, ...
bioRxiv, 2020
2020
Multimodal Fusion Strategies for Outcome Prediction in Stroke
E Zihni, V Madai, A Khalil, I Galinovic, J Fiebach, J Kelleher, D Frey, ...
International Joint Conference on Biomedical Engineering Systems andá…, 2020
2020
Imaging-based predictive modeling in acute ischemic stroke
M Livne
2019
A framework for testing different imputation methods for tabular datasets
T Kossen, M Livne, VI Madai, I Galinovic, D Frey, JB Fiebach
bioRxiv, 773762, 2019
2019
Abstract WP41: A Multi-Parametric Perfusion Model Improves Assessment of Penumbral Flow in Stroke Imaging
M Livne, T Kossen, V Madai, O Zaro-Weber, W Moeller-Hartman, ...
Stroke 48 (suppl_1), AWP41-AWP41, 2017
2017
Is perfusion-weighted imaging penumbral flow detection dependent on the deconvolution method? A validation with 15o-water positron emission tomography
OZ Weber, M Livne, SZ Martin, FC von Samson-Himmelstjerna, ...
INTERNATIONAL JOURNAL OF STROKE 10, 326-326, 2015
2015
19. Imaging Is perfusion-weighted imaging penumbral flow detection dependent on the deconvolution method? A validation with 15o-water positron emission tomography: ESOC-1529
OZ Weber, M Livne, S Martin, F von Samson-Himmelstjerna, P Brunecker, ...
International Journal of Stroke 10, 2015
2015
Cluster-based arterial input functions improve penumbral flow detection in acute stroke
M Livne, P Brunecker, VI Madai, O Zaro-Weber, W Moeller-Hartmann, ...
International Journal of Stroke 10, 318-318, 2015
2015
Il sistema al momento non pu˛ eseguire l'operazione. Riprova pi¨ tardi.
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