Matthias W. Wagner

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Brain Tumor Segmentation

Top Venues

Frontiers Artif. Intell.

Biomed. Signal Process. Control.

Publications

Khashayar Namdar, Matthias W. Wagner, Cynthia Hawkins, Uri Tabori, Birgit B. Ertl-Wagner, Farzad Khalvati
Improving Pediatric Low-Grade Neuroepithelial Tumors Molecular Subtype Identification Using a Novel AUROC Loss Function for Convolutional Neural Networks. CoRR (2024)
Adam Lim, Justin Lo, Matthias W. Wagner, Birgit Ertl-Wagner, Dafna Sussman
Motion artifact correction in fetal MRI based on a Generative Adversarial network method. Biomed. Signal Process. Control. 81 (2023)
Meng Zhou, Matthias W. Wagner, Uri Tabori, Cynthia Hawkins, Birgit B. Ertl-Wagner, Farzad Khalvati
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks. CoRR (2023)
Khashayar Namdar, Matthias W. Wagner, Kareem Kudus, Cynthia Hawkins, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati
Tumor-location-guided CNNs for Pediatric Low-grade Glioma Molecular Biomarker Classification Using MRI. CoRR (2022)
Adam Lim, Justin Lo, Matthias W. Wagner, Birgit Ertl-Wagner, Dafna Sussman
Automatic Artifact Detection Algorithm in Fetal MRI. Frontiers Artif. Intell. 5 (2022)
Ernest Namdar, Matthias W. Wagner, Birgit Ertl-Wagner, Farzad Khalvati
Open-radiomics: A Research Protocol to Make Radiomics-based Machine Learning Pipelines Reproducible. CoRR (2022)
Justin Lo, Adam Lim, Matthias W. Wagner, Birgit Ertl-Wagner, Dafna Sussman
Fetal Organ Anomaly Classification Network for Identifying Organ Anomalies in Fetal MRI. Frontiers Artif. Intell. 5 (2022)
Jay J. Yoo, Khashayar Namdar, Matthias W. Wagner, Liana Nobre, Uri Tabori, Cynthia Hawkins, Birgit B. Ertl-Wagner, Farzad Khalvati
A novel GAN-based paradigm for weakly supervised brain tumor segmentation of MR images. CoRR (2022)
Partoo Vafaeikia, Matthias W. Wagner, Cynthia Hawkins, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati
Improving the Segmentation of Pediatric Low-Grade Gliomas Through Multitask Learning. EMBC (2022)
Justin Lo, Saiee Nithiyanantham, Jillian Cardinell, Dylan Young, Sherwin Cho, Abirami Kirubarajan, Matthias W. Wagner, Roxana Azma, Steven Miller, Mike Seed, Birgit Ertl-Wagner, Dafna Sussman
Cross Attention Squeeze Excitation Network (CASE-Net) for Whole Body Fetal MRI Segmentation. Sensors 21 (13) (2021)
Partoo Vafaeikia, Matthias W. Wagner, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati
Improving the Segmentation of Pediatric Low-Grade Gliomas through Multitask Learning. CoRR (2021)