Paetzold, Johannes C.

Publications

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selected publications

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge. Nature communications. 2025 Academic Article GET IT
Nanocarrier imaging at single-cell resolution across entire mouse bodies with deep learning. Nature biotechnology. 2025 Academic Article GET IT
Times cited: 3
Generating synthetic high-resolution spinal STIR and T1w images from T2w FSE and low-resolution axial Dixon. European radiology. 2024 Academic Article GET IT
Machine Learning Analysis of Human Skin by Optoacoustic Mesoscopy for Automated Extraction of Psoriasis and Aging Biomarkers. IEEE transactions on medical imaging. 2024 Academic Article GET IT
Times cited: 6
Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations. IEEE transactions on medical imaging. 2024 Academic Article GET IT
Times cited: 19
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA. 2024 GET IT
Virtual reality-empowered deep-learning analysis of brain cells. Nature methods. 2024 Academic Article GET IT
Times cited: 16
Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy. Eye (London, England). 2024 Academic Article GET IT
Times cited: 4
Distinct molecular profiles of skull bone marrow in health and neurological disorders. Cell. 2023 Academic Article GET IT
Times cited: 72
Whole-body cellular mapping in mouse using standard IgG antibodies. Nature biotechnology. 2023 Academic Article GET IT
Times cited: 56
Differentially Private Graph Neural Networks for Whole-Graph Classification. IEEE transactions on pattern analysis and machine intelligence. 2023 Academic Article GET IT
Times cited: 11
A deep learning approach to predict collateral flow in stroke patients using radiomic features from perfusion images. Frontiers in neurology. 2023 Academic Article GET IT
Times cited: 8
Spatial proteomics in three-dimensional intact specimens. Cell. 2022 Academic Article GET IT
Times cited: 60
The Liver Tumor Segmentation Benchmark (LiTS). Medical image analysis. 2022 Academic Article GET IT
Times cited: 553
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling. Medical image analysis. 2022 Academic Article GET IT
Times cited: 13
SRflow: Deep learning based super-resolution of 4D-flow MRI data. Frontiers in artificial intelligence. 2022 Academic Article GET IT
Times cited: 12
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models. IEEE transactions on medical imaging. 2022 Academic Article GET IT
Times cited: 12
Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles. Frontiers in neuroscience. 2021 Academic Article GET IT
Times cited: 4
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. Medical image analysis. 2021 Academic Article GET IT
Times cited: 220
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset. Scientific data. 2021 Academic Article GET IT
Times cited: 91
Machine learning analysis of whole mouse brain vasculature. Nature methods. 2020 Academic Article GET IT
Times cited: 231
Cellular and Molecular Probing of Intact Human Organs. Cell. 2020 Academic Article GET IT
Times cited: 193

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Background

education and training

Ph.D., Technical University of Munich (Germany) 23
M.S., Technical University of Munich (Germany) 2018
B.S., Technical University of Munich (Germany) 2016

Contact

full name

Johannes C. Paetzold

primary email

jop4027@med.cornell.edu

VIVO Weill Cornell Medical College

Johannes C. Paetzold Assistant Professor of Artificial Intelligence in Radiology

Publications

selected publications

Background

education and training

Contact

full name

primary email