Frank G. Zöllner

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Heidelberg University

Germany

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Recent Grants

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Renal MRI standardization to improve personalized management of CKD patients (RESPECT)

Open Date: 2021-07-01

Close Date: 2024-06-01

Grant: Close

“Mannheim Molecular Intervention Environment (M²OLIE)”

Open Date: 2019-06-01

Close Date: 2024-05-01

Grant: Close

Prediction of treatment response and outcome in locally advanced rectal cancer using radiomics and deep learning: an example case to demonstrate a general purpose deep-learning-based processing pipeline for image classification.

Open Date: 2019-01-01

Close Date:

Grant: Close

Capturing Tumor Heterogeneity in Hepatocellular Carcinoma- A Radiomics Approach Systematically Tested in Transgenic Mice

Open Date: 2018-01-01

Close Date:

Grant: Close

Quantitative Lung Function Assessment in 2-year old children after Congenital Diaphragmatic Hernia using Fourier Decomposition Magnetic Resonance Imaging

Open Date: 2018-01-01

Close Date:

Frank G. Zöllner

Research Interests

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Recent Grants

Articles (23)

A groupwise multiresolution network for DCE-MRI image registration

Multimodal Quantitative MRI Atlas of the Human Brain in Healthy Young Adults

White Matter Integrity Differences in 2-Year-Old Children Treated With ECMO: A Diffusion-Weighted Imaging Study

Low‐rank reconstruction for simultaneous double half‐echo 23Na and undersampled 23Na multi‐quantum coherences MRI

Sodium triple quantum MR signal extraction using a single‐pulse sequence with single quantum time efficiency

Editorial for “Comparison of Reduced and Full Field of View in Diffusion‐Weighted MRI on Image Quality: A Meta‐Analysis”

Feasibility of undersampled spiral trajectories in MREPT for fast conductivity imaging

Myotubularin-related-protein-7 inhibits mutant (G12V) K-RAS by direct interaction

Editorial for “Quantitative Characterization of Respiratory Patterns on Dynamic Higher Temporal Resolution MRI to Stratify Postacute COVID‐19 Patients by Cardiopulmonary Symptom Burden”

Editorial for “Cotyledon‐Specific Flow Evaluation of Rhesus Macaque Placental Injury Using Ferumoxytol Dynamic Contrast‐Enhanced MRI”

A generalizable deep voxel-guided morphometry algorithm for the detection of subtle lesion dynamics in multiple sclerosis

Artificial intelligence in medical physics

Comparison of Image Normalization Methods for Multi-Site Deep Learning

Editorial for “Perfusion and T2 Relaxation Time as Predictors of Severity and Outcome in Sepsis‐Associated Acute Kidney Injury: A Preclinical MRI Study”

Dynamic mode decomposition of dynamic MRI for assessment of pulmonary ventilation and perfusion

Dynamic mode decomposition of dynamic MRI for assessment of pulmonary ventilation and perfusion

A Multistage Rigid-Affine-Deformable Network for Three-Dimensional Multimodal Medical Image Registration

Feature-Oriented CBCT Self-Calibration Parameter Estimator for Arbitrary Trajectories: FORCAST-EST

Editorial for "Perfusion and T-2 Relaxation Time as Predictors of Severity and Outcome in Sepsis-Associated Acute Kidney Injury: A Preclinical MRI Study"

Automated Prognosis of Renal Function Decline in ADPKD Patients using Deep Learning

Automated prognosis of renal function decline in ADPKD patients using deep learning

Deep learning-based affine medical image registration for multimodal minimal-invasive image-guided interventions - A comparative study on generalizability

Phase‐cycled balanced SSFP imaging for non‐contrast‐enhanced functional lung imaging

Collaborators (6)

Anna Caroli

Jascha Zapp

Efe Ilicak

Norbert Ponelies

Nicholas Selby

Angelika Maurer

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