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Model weights for: Neurolit (FastSurfer-LIT) - Lesion inpainting tool for who...
This record contains the model weights for our "neuroit" lesion inpainting tool. Resection cavities, tumors, and other lesions can fundamentally alter brain structure and... -
Deep learning based 3d reconstruction for phenotyping of wheat seeds: dataset
We present a new data set for 3d wheat seed reconstruction, propose a challenge “Wheat Seed 3d Reconstruction Challenge”, and provide baseline methods [1]. The dataset consists... -
Capturing the Dynamic Processes of Porosity Clogging
The provided files contain the segmented images (.png) used as input data for the TauFactor Matlab application to calculate the effective diffusivity as a function of the... -
HPSC Terrsys Fall School 2022 Training Material
These are sample output files of CORDEX simulations from the Community Land Model, version 3, and the COSMO meteorological model, kindly provided for training purposes by Dr.... -
CerebNet Segmentation Models for Cerebellar Sug-Segmentation
Quantifying the volume of the cerebellum and its lobes is of profound interest in various neurodegenerative and acquired diseases. Especially for the most common spinocerebellar... -
CerebNet Segmentation Models for Cerebellar Sug-Segmentation
Quantifying the volume of the cerebellum and its lobes is of profound interest in various neurodegenerative and acquired diseases. Especially for the most common spinocerebellar... -
FastSurferVINN
Training checkpoints for FastSurferVINN (https://github.com/Deep-MI/FastSurfer) - please cite the paper when using this resource... -
FastSurfer-HypVINN Segmentation Models for Sub-Segmentation of the Hypothalam...
The hypothalamus plays a crucial role in the regulation of a broad range of physiological, behavioral, and cognitive functions. However, despite its importance, only a few... -
VINNA for Neonates - Orientation Independence through Latent Augmentations
Training checkpoints for VINNA4neonates (https://github.com/Deep-MI/VINNA4neonates) - please cite the paper when using this resource (https://arxiv.org/abs/2311.17546). -
FastSurferVINN
Training checkpoints for FastSurferVINN (https://github.com/Deep-MI/FastSurfer) - please cite the paper when using this resource... -
Deep learning based 3d reconstruction for phenotyping of wheat seeds: dataset...
We present a new data set for 3d wheat seed reconstruction, propose a challenge “Wheat Seed 3d Reconstruction Challenge”, and provide baseline methods [1]. The dataset consists... -
Segmentation Models for 3D neuroanatomic segmentation
With this work, we provide a 3D whole brain segmentation models that outperforms the 2.5D approach FastSurferCNN. Furthermore, we explore the efficacy of spatial ensembling and... -
Novel Signatures of Radiation Reaction in Electron-Laser Sidescattering
In this article we investigate novel signatures of radiation reaction via the angular deflection of an electron beam colliding at 90 degrees with an intense laser pulse. Due to... -
Data for testing of PASTA-ELN
This dataset has no description
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Dataset for Training of a Deep Learning Based Digital Subtraction Angiography...
Background: Digital subtraction angiography (DSA) is a fluoroscopy method primarily used for the diagnosis of cardiovascular diseases. Deep learning-based DSA (DDSA) is... -
Novel Signatures of Radiation Reaction in Electron-Laser Sidescattering
In this article we investigate novel signatures of radiation reaction via the angular deflection of an electron beam colliding at 90 degrees with an intense laser pulse. Due to... -
FastSurfer-HypVINN Segmentation Models for Sub-Segmentation of the Hypothalam...
The hypothalamus plays a crucial role in the regulation of a broad range of physiological, behavioral, and cognitive functions. However, despite its importance, only a few... -
Capturing the Dynamic Processes of Porosity Clogging
The provided files contain the segmented images (.png) used as input data for the TauFactor Matlab application to calculate the effective diffusivity as a function of the... -
Model weights for FastSurfer-CC: A robust, accurate and comprehensive framewo...
The corpus callosum, the largest commissural structure in the human brain, is a central focus in research on aging and neurological diseases. It is also a critical target for...
