Publications by authors named "Birgit B Ertl-Wagner"

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Canadian radiology: 2025 update.
Jason Yao, Waqas Ahmad, Sarah Cheng, Andreu F Costa, Birgit B Ertl-Wagner

Jpn J Radiol· December 2025

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Differentiating CSF flow artifacts from pathology: an educational review.
Vivek Pai, Alexandre Boutet, Mikail Malik, Yash Patel, Sriranga Kashyap, Birgit Betina Ertl-Wagner

Insights Imaging· December 2025

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Multiclass machine learning models for molecular subtype identification of pediatric low-grade glioma using bi-institutional MRIs for precision medicine.
Khashayar Namdar, Matthias W Wagner, Min Sheng, Peter Dirks, Kristen W Yeom, Birgit B Ertl-Wagner

NPJ Precis Oncol· November 2025

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Segmentation-free pretherapeutic assessment of BRAF-status in pediatric low-grade gliomas.
Kareem Kudus, Matthias Wagner, Min Sheng, Julie Bennett, Anthony Liu, Birgit Betina Ertl-Wagner

Commun Med (Lond)· November 2025

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Correction: Generative AI for weakly supervised segmentation and downstream classification of brain tumors on MR images.
Jay J Yoo, Khashayar Namdar, Matthias W Wagner, Kristen W Yeom, Liana F Nobre, Birgit B Ertl-Wagner

Sci Rep· October 2025

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Highly asymmetric early presentation of FEVR requiring enucleation.
Kirill Zaslavsky, Ajoy Vincent, Birgit Betina Ertl-Wagner, Marie-Anne Brundler, Ashwin Mallipatna

Ophthalmic Genet· August 2025

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Open-radiomics: a collection of standardized datasets and a technical protocol for reproducible radiomics machine learning pipelines.
Khashayar Namdar, Matthias W Wagner, Birgit B Ertl-Wagner, Farzad Khalvati

BMC Med Imaging· August 2025

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Generative AI for weakly supervised segmentation and downstream classification of brain tumors on MR images.
Jay J Yoo, Khashayar Namdar, Matthias W Wagner, Kristen W Yeom, Liana F Nobre, Birgit B Ertl-Wagner

Sci Rep· July 2025

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Improving Deep Learning Models for Pediatric Low-Grade Glioma Tumours Molecular Subtype Identification Using MRI-based 3D Probability Distributions of Tumour Location.
Khashayar Namdar, Matthias W Wagner, Kareem Kudus, Cynthia Hawkins, Uri Tabori, Birgit B Ertl-Wagner

Can Assoc Radiol J· May 2025

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Imaging endolymphatic space of the inner ear in vestibular migraine.
Valerie Kirsch, Rainer Boegle, Johannes Gerb, Emilie Kierig, Birgit B Ertl-Wagner

J Neurol Neurosurg Psychiatry· April 2025

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Artificial intelligence in emergency neuroradiology: Current applications and perspectives.
Bo Gong, Farzad Khalvati, Birgit B Ertl-Wagner, Michael N Patlas

Diagn Interv Imaging· April 2025

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Multimodal contrastive learning for enhanced explainability in pediatric brain tumor molecular diagnosis.
Sara Ketabi, Matthias W Wagner, Cynthia Hawkins, Uri Tabori, Birgit Betina Ertl-Wagner

Sci Rep· March 2025

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Developmental Curves of the Paediatric Brain Using FLAIR MRI Texture Biomarkers.
Karissa Chan, Dania Rabba, Logi Vidarsson, Matthias W Wagner, Birgit B Ertl-Wagner

Can Assoc Radiol J· February 2025

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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

Comput Biol Med· February 2025

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Canadian radiology: 2024 update.
Jason Yao, Birgit B Ertl-Wagner, Jérémy Dana, Kate Hanneman, Mohammed Kashif Al-Ghita

Diagn Interv Imaging· November 2024

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Applications of machine learning to MR imaging of pediatric low-grade gliomas.
Kareem Kudus, Matthias Wagner, Birgit Betina Ertl-Wagner, Farzad Khalvati

Childs Nerv Syst· October 2024

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The spine-brain axis: is spinal anatomy associated with brain volume?
Sergio Grosu, Trayana Nikolova, Roberto Lorbeer, Veit M Stoecklein, Susanne Rospleszcz, Birgit B Ertl-Wagner

Brain Commun· October 2024

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Assessing the Emergence and Evolution of Artificial Intelligence and Machine Learning Research in Neuroradiology.
Alexandre Boutet, Samuel S Haile, Andrew Z Yang, Hyo Jin Son, Mikail Malik, Birgit B Ertl-Wagner

AJNR Am J Neuroradiol· September 2024

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Resistance, rebound, and recurrence regrowth patterns in pediatric low-grade glioma treated by MAPK inhibition: A modified Delphi approach to build international consensus-based definitions-International Pediatric Low-Grade Glioma Coalition.
Patricia O'Hare, Tabitha Cooney, Peter de Blank, David H Gutmann, Mark Kieran, Birgit Betina Ertl-Wagner

Neuro Oncol· August 2024

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Beyond hand-crafted features for pretherapeutic molecular status identification of pediatric low-grade gliomas.
Kareem Kudus, Matthias W Wagner, Khashayar Namdar, Julie Bennett, Liana Nobre, Birgit Betina Ertl-Wagner

Sci Rep· August 2024

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Anomaly Detection in Pediatric and Adults Brain MRI with Generative Model.
Chaojun Chen, Khashayar Namdar, Matthias W Wagner, Birgit B Ertl-Wagner, Farzad Khalvati

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Identification of Multiclass Pediatric Low-Grade Neuroepithelial Tumor Molecular Subtype with ADC MR Imaging and Machine Learning.
Matheus D Soldatelli, Khashayar Namdar, Uri Tabori, Cynthia Hawkins, Kristen Yeom, Birgit B Ertl-Wagner

AJNR Am J Neuroradiol· June 2024

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Artificial Intelligence in the Future Landscape of Pediatric Neuroradiology: Opportunities and Challenges.
Aashim Bhatia, Farzad Khalvati, Birgit Betina Ertl-Wagner

AJNR Am J Neuroradiol· May 2024

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Diffusion Tensor Imaging May Help Diagnose Cerebellar Mutism Syndrome.
Matheus Dorigatti Soldatelli, Birgit B Ertl-Wagner

Radiology· May 2024

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Brain Tumor Imaging in Adolescents and Young Adults: 2021 WHO Updates for Molecular-based Tumor Types.
Matthias W Wagner, Pejman Jabehdar Maralani, Julie Bennett, Liana Nobre, Mary Jane Lim-Fat, Birgit B Ertl-Wagner

Radiology· February 2024

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