Predicting treatment-specific lesion outcomes in acute ischemic stroke from 4D CT perfusion imaging using spatio-temporal convolutional neural networks.

[BibT_eX]

[DOI]

Kimberly Amador

Matthias Wilms

Anthony J. Winder

Jens Fiehler

Nils D. Forkert

Medical Image Anal., 2022

Hybrid Spatio-Temporal Transformer Network for Predicting Ischemic Stroke Lesion Outcomes from 4D CT Perfusion Imaging.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Abstract: Time Matters - Handling Spatio-temporal Perfusion Information for Automated Treatment in Cerebral Ischemia Scoring.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Automatic Segmentation of Stroke Lesions in Non-Contrast Computed Tomography Datasets With Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2020

Time Matters: Handling Spatio-Temporal Perfusion Information for Automated TICI Scoring.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Machbarkeitsstudie zur CNN-basierten Identifikation und TICI-Klassifizierung zerebraler ischämischer Infarkte in DSA-Daten.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Using 3D spatial correlations to improve the noise robustness of multi component analysis of 3D multi echo quantitative T2 relaxometry data.

[BibT_eX]

[DOI]

NeuroImage, 2018

Better Diffusion Segmentation in Acute Ischemic Stroke Through Automatic Tree Learning Anomaly Segmentation.

[BibT_eX]

[DOI]

Norbert Nighoghossian

Frontiers Neuroinformatics, 2018

2017

Comparison of classification methods for voxel-based prediction of acute ischemic stroke outcome following intra-arterial intervention.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Defining Restrictions and Limits of Registration-Based Quantification of Geometric Deformation in Cerebral Blood Vessels.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2015

Effect of sample size on multi-parametric prediction of tissue outcome in acute ischemic stroke using a random forest classifier.

[BibT_eX]

[DOI]

Nils Daniel Forkert

Jens Fiehler

Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

2014

Reversible, irreversible and effective transverse relaxation rates in normal aging brain at 3 T.

[BibT_eX]

[DOI]

NeuroImage, 2014

2013

Computer-aided nidus segmentation and angiographic characterization of arteriovenous malformations.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2013

2012

Generation of a Probabilistic Arterial Cerebrovascular Atlas Derived from 700 Time-of-Flight MRA Datasets.

[BibT_eX]

[DOI]

Proceedings of the Quality of Life through Quality of Information, 2012

Computer-Aided Detection of Aneurysms in 3D Time-of-Flight MRA Datasets.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Automatische Detektion von Aneurysmen in 3D Time-of-Flight Magnetresonanzangiographie Datensätzen.

[BibT_eX]

[DOI]

Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012

Automatische atlasbasierte Differenzierung von klassischen und atypischen Parkinsonsyndromen.

[BibT_eX]

[DOI]

Nils Daniel Forkert

Alexander Schmidt-Richberg

Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011

Direction-dependent level set segmentation of cerebrovascular structures.

[BibT_eX]

[DOI]

Alexander Schmidt-Richberg

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Segmentierung rekanalisierter Blutgefäße nach Lysetherapie unter Verwendung von Time-of-Flight MRA Datensätzen.

[BibT_eX]

[DOI]

Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

Vesselness-geführte Level-Set Segmentierung von zerebralen Gefäßen.

[BibT_eX]

[DOI]

Nils Daniel Forkert

Alexander Schmidt-Richberg

Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

2010

Closing of interrupted vascular segmentations: an automatic approach based on shortest paths and level sets.

[BibT_eX]

[DOI]

Nils Daniel Forkert

Alexander Schmidt-Richberg

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Evaluation of Methods for Bolus Arrival Time Determination using a Four-dimensional MRA Flow Phantom.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2010, 2010

Graphen- und Level-Set-basierte Nachverarbeitung von 3D-Gefäßsegmentierungen.

[BibT_eX]

[DOI]

Nils Daniel Forkert

Alexander Schmidt-Richberg

Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

Experimental Assessment of Infarct Lesion Growth in Mice using Time-Resolved T2* MR Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2009

Analysis and dynamic 3D visualization of cerebral blood flow combining 3D and 4D MR image sequences.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2009: Visualization, 2009

Fuzzy-Based Extraction of Vascular Structures from Time-of-Flight MR Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

AnToNIa: A Software Tool for the Hemodynamic Analysis of Cerebral Vascular Malformations Using 3D and 4D MRA Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Automatische Segmentierung der zerebralen Gefäße aus 3D-TOF-MRA-Bildsequenzen mittels Fuzzy-Methoden.

[BibT_eX]

[DOI]