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ORCIDMatthias W. Wagner
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- affiliation: Hospital for Sick Children, Toronto, ON, Canada
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2020 – today
- 2024
[i6]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 abs/2402.03547 (2024)- 2023
- [j4]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: 104484 (2023) - [i5]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 abs/2310.01251 (2023) - 2022
- [j3]Adam Lim, Justin Lo, Matthias W. Wagner, Birgit Ertl-Wagner, Dafna Sussman:
Automatic Artifact Detection Algorithm in Fetal MRI. Frontiers Artif. Intell. 5 (2022) - [j2]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: 832485 (2022) - [c1]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: 2119-2122 - [i4]Ernest Namdar, Matthias W. Wagner, Birgit Ertl-Wagner, Farzad Khalvati:
Open-radiomics: A Research Protocol to Make Radiomics-based Machine Learning Pipelines Reproducible. CoRR abs/2207.14776 (2022) - [i3]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 abs/2210.07287 (2022) - [i2]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 abs/2211.05269 (2022) - 2021
- [j1]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): 4490 (2021) - [i1]Partoo Vafaeikia, Matthias W. Wagner, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati:
Improving the Segmentation of Pediatric Low-Grade Gliomas through Multitask Learning. CoRR abs/2111.14959 (2021)
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