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Quantifying T2-FLAIR Mismatch Using Geographically Weighted Regression and Predicting Molecular Status in Lower-Grade Gliomas

American journal of neuroradiology : AJNR, 2022-01, Vol.43 (1), p.33-39

2022

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Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets

Tomography (Ann Arbor), 2020-06, Vol.6 (2), p.118-128

2020

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Two-Stage Cascaded U-Net: 1st Place Solution to BraTS Challenge 2019 Segmentation Task

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.231-241

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Vox2Vox: 3D-GAN for Brain Tumour Segmentation

BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES (BRAINLES 2020), PT I, 2021, p.274-284

2021

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Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.327-339

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nnU-Net for Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.118-132

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Bag of Tricks for 3D MRI Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.210-220

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Effect of Pleomorphic Adenoma Gene 1 Deficiency on Selected Behaviours in Adult Mice

Neuroscience, 2021-02, Vol.455, p.30-38

2021

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No New-Net

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.234-244

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OS03.6.A UNSUPERVISED CLUSTERING OF MORPHOLOGY PATTERNS ON WHOLE SLIDE IMAGES GUIDE PROGNOSTIC STRATIFICATION OF GLIOBLASTOMA PATIENTS

Neuro-oncology (Charlottesville, Va.), 2023-09, Vol.25 (Supplement_2), p.ii15-ii15

2023

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Brain Tumor Segmentation and Survival Prediction

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.338-348

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Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.92-104

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Triplanar Ensemble of 3D-to-2D CNNs with Label-Uncertainty for Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.379-387

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3D MRI Brain Tumor Segmentation Using Autoencoder Regularization

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.311-320

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The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.380-394

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Modality-Pairing Learning for Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.230-240

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Brainlesion Part I: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries : 7th International Workshop, BrainLes 2021, Held in Conjunction With MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers

2022

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Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 7th International Workshop, BrainLes 2021, Held in Conjunction With MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers, Part II

2022

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Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.80-91

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3D U-Net Based Brain Tumor Segmentation and Survival Days Prediction

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.131-141

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Brain Tumor Segmentation Using Dual-Path Attention U-Net in 3D MRI Images

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.183-193

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Asymmetric bilayers mimicking membrane rafts prepared by lipid exchange: Nanoscale characterization using AFM-Force spectroscopy

Biochimica et biophysica acta. Biomembranes, 2021-01, Vol.1863 (1), p.183467-183467, Article 183467

2021

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P13.13.B INTERPRETABLE WHOLE SLIDE IMAGE PROGNOSTIC STRATIFICATION OF GLIOBLASTOMA PATIENTS FURTHERING DISEASE UNDERSTANDING

Neuro-oncology (Charlottesville, Va.), 2023-09, Vol.25 (Supplement_2), p.ii103-ii104

2023

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Brain Tumor Segmentation and Survival Prediction Using 3D Attention UNet

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.262-272

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Multi-decoder Networks with Multi-denoising Inputs for Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021, p.412-423

2021

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Quantifying T2-FLAIR Mismatch Using Geographically Weighted Regression and Predicting Molecular Status in Lower-Grade Gliomas

Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets

Two-Stage Cascaded U-Net: 1st Place Solution to BraTS Challenge 2019 Segmentation Task

Vox2Vox: 3D-GAN for Brain Tumour Segmentation

Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution

nnU-Net for Brain Tumor Segmentation

Bag of Tricks for 3D MRI Brain Tumor Segmentation

Effect of Pleomorphic Adenoma Gene 1 Deficiency on Selected Behaviours in Adult Mice

No New-Net

OS03.6.A UNSUPERVISED CLUSTERING OF MORPHOLOGY PATTERNS ON WHOLE SLIDE IMAGES GUIDE PROGNOSTIC STRATIFICATION OF GLIOBLASTOMA PATIENTS

Brain Tumor Segmentation and Survival Prediction

Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation

Triplanar Ensemble of 3D-to-2D CNNs with Label-Uncertainty for Brain Tumor Segmentation

3D MRI Brain Tumor Segmentation Using Autoencoder Regularization

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview

Modality-Pairing Learning for Brain Tumor Segmentation

Brainlesion Part I: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries : 7th International Workshop, BrainLes 2021, Held in Conjunction With MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 7th International Workshop, BrainLes 2021, Held in Conjunction With MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers, Part II

Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology

3D U-Net Based Brain Tumor Segmentation and Survival Days Prediction

Brain Tumor Segmentation Using Dual-Path Attention U-Net in 3D MRI Images

Asymmetric bilayers mimicking membrane rafts prepared by lipid exchange: Nanoscale characterization using AFM-Force spectroscopy

P13.13.B INTERPRETABLE WHOLE SLIDE IMAGE PROGNOSTIC STRATIFICATION OF GLIOBLASTOMA PATIENTS FURTHERING DISEASE UNDERSTANDING

Brain Tumor Segmentation and Survival Prediction Using 3D Attention UNet

Multi-decoder Networks with Multi-denoising Inputs for Tumor Segmentation

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