Area of research
Radiology, Nuclear Medicine and Imaging · Computer Vision and Pattern Recognition
Research interest
Research interests include Medical Image Segmentation Techniques, Advanced MRI Techniques and Applications, Medical Imaging Techniques and Applications, and Advanced Neuroimaging Techniques and Applications.
Influence of learned landmark correspondences on lung CT registration.
Deep Learning‐Based Segmentation of Locally Advanced Breast Cancer on <scp>MRI</scp> in Relation to Residual Cancer Burden: A Multi‐Institutional Cohort Study
Thermosensitive Biodegradable Hydrogels for Local and Controlled Cerebral Delivery of Proteins: MRI-Based Monitoring of <i>In Vitro</i> and <i>In Vivo</i> Protein Release
Automatic Assessment of Lower-Limb Alignment from Computed Tomography.
Deep Learning-Based Segmentation of Locally Advanced Breast Cancer on MRI in Relation to Residual Cancer Burden: A Multi-Institutional Cohort Study.
Reconstruction and completion of high-resolution 3D cardiac shapes using anisotropic CMRI segmentations and continuous implicit neural representations.
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis.
Deep learning-based whole-heart segmentation in 4D contrast-enhanced cardiac CT.
Synthetic CT for the planning of MR-HIFU treatment of bone metastases in pelvic and femoral bones: a feasibility study
Efficient cascaded V-net optimization for lower extremity CT segmentation validated using bone morphology assessment.
MRI‐based synthetic CT shows equivalence to conventional CT for the morphological assessment of the hip joint
AI-Based Quantification of Planned Radiation Therapy Dose to Cardiac Structures and Coronary Arteries in Patients With Breast Cancer
AI-Based Radiation Dose Quantification for Estimation of Heart Disease Risk in Breast Cancer Survivors After Radiation Therapy
CT to MR registration of complex deformations in the knee joint through dual quaternion interpolation of rigid transforms.
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images.
Computer-Aided Diagnosis in Multiparametric Magnetic Resonance Imaging Screening of Women With Extremely Dense Breasts to Reduce False-Positive Diagnoses
Generalized Richardson-Lucy (GRL) for analyzing multi-shell diffusion MRI data
Comparison of the Biograph Vision and Biograph mCT for quantitative 90Y PET/CT imaging for radioembolisation
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
Automatic brain tissue segmentation in fetal MRI using convolutional neural networks
Deep learning–based MR‐to‐CT synthesis: The influence of varying gradient echo–based MR images as input channels
Automatic classification of focal liver lesions based on MRI and risk factors
Automated remote fall detection using impact features from video and audio
The adverse effect of gradient nonlinearities on diffusion MRI: From voxels to group studies
Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers
Accelerated SPECT image reconstruction with FBP and an image enhancement convolutional neural network
Automatic extraction of the intracranial volume in fetal and neonatal MR scans using convolutional neural networks
The Superoanterior Fasciculus (SAF): A Novel White Matter Pathway in the Human Brain?
A deep learning framework for unsupervised affine and deformable image registration