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To explain or not to explain?—Artificial intelligence explainability in clinical decision support systems.
Published in:
PLoS Digital Health, 2022, v. 1, n. 2, p. 1, doi. 10.1371/journal.pdig.0000016
By:
- Amann, Julia;
- Vetter, Dennis;
- Blomberg, Stig Nikolaj;
- Christensen, Helle Collatz;
- Coffee, Megan;
- Gerke, Sara;
- Gilbert, Thomas K.;
- Hagendorff, Thilo;
- Holm, Sune;
- Livne, Michelle;
- Spezzatti, Andy;
- Strümke, Inga;
- Zicari, Roberto V.;
- Madai, Vince Istvan
Publication type:
Article
A PET-Guided Framework Supports a Multiple Arterial Input Functions Approach in DSC-MRI in Acute Stroke.
Published in:
2017
By:
- Livne, Michelle;
- Madai, Vince I.;
- Brunecker, Peter;
- Zaro‐Weber, Olivier;
- Moeller‐Hartmann, Walter;
- Heiss, Wolf‐Dieter;
- Mouridsen, Kim;
- Sobesky, Jan;
- Zaro-Weber, Olivier;
- Moeller-Hartmann, Walter;
- Heiss, Wolf-Dieter
Publication type:
journal article
A novel approach for assessing hypoperfusion in stroke using spatial independent component analysis of resting‐state fMRI.
Published in:
Human Brain Mapping, 2021, v. 42, n. 16, p. 5204, doi. 10.1002/hbm.25610
By:
- Hu, Jiun‐Yiing;
- Kirilina, Evgeniya;
- Nierhaus, Till;
- Ovadia‐Caro, Smadar;
- Livne, Michelle;
- Villringer, Kersten;
- Margulies, Daniel;
- Fiebach, Jochen B.;
- Villringer, Arno;
- Khalil, Ahmed A.
Publication type:
Article
Diagnostic and prognostic benefit of arterial spin labeling in subacute stroke.
Published in:
Brain & Behavior, 2019, v. 9, n. 5, p. N.PAG, doi. 10.1002/brb3.1271
By:
- Thamm, Thoralf;
- Zweynert, Sarah;
- Piper, Sophie K.;
- Madai, Vince I.;
- Livne, Michelle;
- Martin, Steve Z.;
- Herzig, Cornelius X.;
- Mutke, Matthias A.;
- Siebert, Eberhard;
- Liebig, Thomas;
- Sobesky, Jan
Publication type:
Article
A precision medicine framework for personalized simulation of hemodynamics in cerebrovascular disease.
Published in:
2021
By:
- Frey, Dietmar;
- Livne, Michelle;
- Leppin, Heiko;
- Akay, Ela M.;
- Aydin, Orhun U.;
- Behland, Jonas;
- Sobesky, Jan;
- Vajkoczy, Peter;
- Madai, Vince I.
Publication type:
journal article
Clinically Applicable Segmentation of Head and Neck Anatomy for Radiotherapy: Deep Learning Algorithm Development and Validation Study.
Published in:
2021
By:
- Nikolov, Stanislav;
- Blackwell, Sam;
- Zverovitch, Alexei;
- Mendes, Ruheena;
- Livne, Michelle;
- Fauw, Jeffrey De;
- Patel, Yojan;
- Meyer, Clemens;
- Askham, Harry;
- Romera-Paredes, Bernadino;
- Kelly, Christopher;
- Karthikesalingam, Alan;
- Chu, Carlton;
- Carnell, Dawn;
- Boon, Cheng;
- D'Souza, Derek;
- Moinuddin, Syed Ali;
- Garie, Bethany;
- McQuinlan, Yasmin;
- Ireland, Sarah
Publication type:
journal article
Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome.
Published in:
PLoS ONE, 2020, v. 15, n. 4, p. 1, doi. 10.1371/journal.pone.0231166
By:
- Zihni, Esra;
- Madai, Vince Istvan;
- Livne, Michelle;
- Galinovic, Ivana;
- Khalil, Ahmed A.;
- Fiebach, Jochen B.;
- Frey, Dietmar
Publication type:
Article
Anatomical labeling of intracranial arteries with deep learning in patients with cerebrovascular disease.
Published in:
Frontiers in Neurology, 2022, v. 13, p. 1, doi. 10.3389/fneur.2022.1000914
By:
- Hilbert, Adam;
- Rieger, Jana;
- Madai, Vince I.;
- Akay, Ela M.;
- Aydin, Orhun U.;
- Behland, Jonas;
- Khalil, Ahmed A.;
- Galinovic, Ivana;
- Sobesky, Jan;
- Fiebach, Jochen;
- Livne, Michelle;
- Frey, Dietmar
Publication type:
Article
A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease.
Published in:
Frontiers in Neuroscience, 2019, p. N.PAG, doi. 10.3389/fnins.2019.00097
By:
- Livne, Michelle;
- Rieger, Jana;
- Aydin, Orhun Utku;
- Taha, Abdel Aziz;
- Akay, Ela Marie;
- Kossen, Tabea;
- Sobesky, Jan;
- Kelleher, John D.;
- Hildebrand, Kristian;
- Frey, Dietmar;
- Madai, Vince I.
Publication type:
Article
Outcome prediction in aneurysmal subarachnoid hemorrhage: a comparison of machine learning methods and established clinico-radiological scores.
Published in:
Neurosurgical Review, 2021, v. 44, n. 5, p. 2837, doi. 10.1007/s10143-020-01453-6
By:
- Dengler, Nora Franziska;
- Madai, Vince Istvan;
- Unteroberdörster, Meike;
- Zihni, Esra;
- Brune, Sophie Charlotte;
- Hilbert, Adam;
- Livne, Michelle;
- Wolf, Stefan;
- Vajkoczy, Peter;
- Frey, Dietmar
Publication type:
Article

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