selected publications
- Generating synthetic high-resolution spinal STIR and T1w images from T2w FSE and low-resolution axial Dixon. European radiology. 2024 Academic Article GET IT
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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
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Times cited: 4 -
Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations.
IEEE transactions on medical imaging.
2024
Academic Article
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Times cited: 14 -
Virtual reality-empowered deep-learning analysis of brain cells.
Nature methods.
2024
Academic Article
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Times cited: 9 -
Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy.
Eye (London, England).
2024
Academic Article
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Times cited: 4 -
Whole-body cellular mapping in mouse using standard IgG antibodies.
Nature biotechnology.
2023
Academic Article
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Times cited: 48 -
Differentially Private Graph Neural Networks for Whole-Graph Classification.
IEEE transactions on pattern analysis and machine intelligence.
2023
Academic Article
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Times cited: 3 -
A deep learning approach to predict collateral flow in stroke patients using radiomic features from perfusion images.
Frontiers in neurology.
2023
Academic Article
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Times cited: 7 -
Spatial proteomics in three-dimensional intact specimens.
Cell.
2022
Academic Article
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Times cited: 54 -
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling.
Medical image analysis.
2022
Academic Article
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Times cited: 10 -
SRflow: Deep learning based super-resolution of 4D-flow MRI data.
Frontiers in artificial intelligence.
2022
Academic Article
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Times cited: 12 -
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models.
IEEE transactions on medical imaging.
2022
Academic Article
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Times cited: 7 -
Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles.
Frontiers in neuroscience.
2021
Academic Article
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Times cited: 4 -
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset.
Scientific data.
2021
Academic Article
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Times cited: 81 -
Machine learning analysis of whole mouse brain vasculature.
Nature methods.
2020
Academic Article
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Times cited: 213 -
Cellular and Molecular Probing of Intact Human Organs.
Cell.
2020
Academic Article
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Times cited: 180