Alert button
Picture for Cynthia Hawkins

Cynthia Hawkins

Alert button

Improving Pediatric Low-Grade Neuroepithelial Tumors Molecular Subtype Identification Using a Novel AUROC Loss Function for Convolutional Neural Networks

Feb 05, 2024
Khashayar Namdar, Matthias W. Wagner, Cynthia Hawkins, Uri Tabori, Birgit B. Ertl-Wagner, Farzad Khalvati

Viaarxiv icon

Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks

Oct 02, 2023
Meng Zhou, Matthias W Wagner, Uri Tabori, Cynthia Hawkins, Birgit B Ertl-Wagner, Farzad Khalvati

Figure 1 for Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks
Figure 2 for Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks
Figure 3 for Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks
Figure 4 for Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks
Viaarxiv icon

A novel GAN-based paradigm for weakly supervised brain tumor segmentation of MR images

Nov 10, 2022
Jay J. Yoo, Khashayar Namdar, Matthias W. Wagner, Liana Nobre, Uri Tabori, Cynthia Hawkins, Birgit B. Ertl-Wagner, Farzad Khalvati

Figure 1 for A novel GAN-based paradigm for weakly supervised brain tumor segmentation of MR images
Figure 2 for A novel GAN-based paradigm for weakly supervised brain tumor segmentation of MR images
Figure 3 for A novel GAN-based paradigm for weakly supervised brain tumor segmentation of MR images
Figure 4 for A novel GAN-based paradigm for weakly supervised brain tumor segmentation of MR images
Viaarxiv icon

Tumor-location-guided CNNs for Pediatric Low-grade Glioma Molecular Biomarker Classification Using MRI

Oct 13, 2022
Khashayar Namdar, Matthias W. Wagner, Kareem Kudus, Cynthia Hawkins, Uri Tabori, Brigit Ertl-Wagner, Farzad Khalvati

Figure 1 for Tumor-location-guided CNNs for Pediatric Low-grade Glioma Molecular Biomarker Classification Using MRI
Figure 2 for Tumor-location-guided CNNs for Pediatric Low-grade Glioma Molecular Biomarker Classification Using MRI
Figure 3 for Tumor-location-guided CNNs for Pediatric Low-grade Glioma Molecular Biomarker Classification Using MRI
Viaarxiv icon