Cynthia Hawkins

According to our database, Cynthia Hawkins authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Generating 3D brain tumor regions in MRI using vector-quantization Generative Adversarial Networks.

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

Comput. Biol. Medicine, 2025

2024

Tumor Location-weighted MRI-Report Contrastive Learning: A Framework for Improving the Explainability of Pediatric Brain Tumor Diagnosis.

Sara Ketabi, Matthias W. Wagner, Cynthia Hawkins, Uri Tabori, Birgit Betina Ertl-Wagner, Farzad Khalvati

CoRR, 2024

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

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

CoRR, 2024

2022

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

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

CoRR, 2022

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

Khashayar Namdar, Matthias W. Wagner, Kareem Kudus, Cynthia Hawkins, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati

CoRR, 2022

Improving the Segmentation of Pediatric Low-Grade Gliomas Through Multitask Learning.

Partoo Vafaeikia, Matthias W. Wagner, Cynthia Hawkins, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

MetaFusion: a high-confidence metacaller for filtering and prioritizing RNA-seq gene fusion candidates.

Michael Apostolides, Yue Jiang, Mia Husic, Robert Siddaway, Cynthia Hawkins, Andrei L. Turinsky, Michael Brudno, Arun K. Ramani

Bioinform., 2021