Hendrik Ditt

Siemens Healthcare (United States) — United States

Medicine · Health Sciences

17h-index974citations74works2.02yr avg
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Research Topics

Acute Ischemic Stroke Management(26), Cerebrovascular and Carotid Artery Diseases(25), Advanced X-ray and CT Imaging(17), Medical Image Segmentation Techniques(13), Medical Imaging Techniques and Applications(13)

Publications74 total

Leveraging Last-Known-Well Times for Radiomics-Based Stroke Onset Estimation from Non-contrast CT
Lecture notes in computer science·2025
Bayesian Uncertainty Estimation Improves nnU-Net Generalization to Unseen Sites for Stroke Lesion Segmentation
Lecture notes in computer science·2025· 1 cited
Usefulness of Monoenergetic Non-contrast CT and X-Map Images for Deep Learning-Based Stroke Lesion Segmentation
Lecture notes in computer science·2025
Robust Feature Selection for Classifying Early Ischemic Changes in Posterior Stroke
Lecture notes in computer science·2025· 1 cited
Neural Image Unfolding: Flattening Sparse Anatomical Structures using Neural Fields
arXiv (Cornell University)·2024Open Access
Improved detection of small pulmonary embolism on unenhanced computed tomography using an artificial intelligence-based algorithm – a single centre retrospective study
The International Journal of Cardiovascular Imaging·2024· 5 cited
Uncertainty-aware deep learning for trustworthy prediction of long-term outcome after endovascular thrombectomy
Scientific Reports·2024· 11 citedOpen Access
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels
Informatik aktuell·2024· 2 cited
Abstract: Flexible Unfolding of Circular Structures for Rendering Textbook-style Cerebrovascular Maps
Informatik aktuell·2024Open Access
Analysing Variables for 90-Day Functional-Outcome Prediction of Endovascular Thrombectomy
Lecture notes in computer science·2024
A novel fully automated method for measuring ASPECTS to improve stroke diagnosis: Comparison to traditional ASPECTS
Journal of Neuroimaging·2023· 1 citedOpen Access
Automated Intracranial Clot Detection: A Promising Tool for Vascular Occlusion Detection in Non-Enhanced CT
Diagnostics·2023· 2 citedOpen Access
Detection of Pulmonary Embolisms in NCCT Data Using nnDetection
Informatik aktuell·2023· 1 cited
Flexible Unfolding of Circular Structures for Rendering Textbook-Style Cerebrovascular Maps
Lecture notes in computer science·2023· 2 cited
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients
International Journal of Computer Assisted Radiology and Surgery·2022· 5 citedOpen Access
An algorithm for the labeling and interactive visualization of the cerebrovascular system of ischemic strokes
Biomedical Physics & Engineering Express·2022· 4 citedOpen Access
Effects of different virtual monoenergetic CT image data on chest wall post-processing “unfolded ribs” and proposal of an algorithm improvement
International Journal of Computer Assisted Radiology and Surgery·2022· 2 cited
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection
arXiv (Cornell University)·2022Open Access
An Algorithm for the Labeling and Interactive Visualization of the Cerebrovascular System of Ischemic Strokes
arXiv (Cornell University)·2022Open Access
Detection of Large Vessel Occlusions Using Deep Learning by Deforming Vessel Tree Segmentations
Informatik aktuell·2022· 4 cited
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Frequent Co-authors

Marius Horger(18), Andreas Maier(12), Konstantin Nikolaou(11), Ernst Klotz(9), Florian Thamm(9), Oliver Taubmann(9), Christopher Kloth(8), Georg Bier(7), Malte N. Bongers(7), Wolfgang Thaiss(7), Michael Lell(6), Stephan P. Kloska(5), Jan Fritz(5), Bernd Tomandl(4), Walter Heindel(4), Ulrike Ernemann(4), Katja Weisel(4), Katharina Anders(3), W Bautz(3), Andreas H. Mahnken(3)