Matthias Wagner

Hospital for Sick Children — Canada

Medicine · Health Sciences

35h-index4.3kcitations262works2.82yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(35), Glioma Diagnosis and Treatment(27), Service-Oriented Architecture and Web Services(26), Semantic Web and Ontologies(18), Context-Aware Activity Recognition Systems(18)

Publications262 total

Correction: AI implementation in pediatric radiology for patient safety: a multi-society statement from the ACR, ESPR, SPR, SLARP, AOSPR, SPIN
Pediatric Radiology·2026Open Access
Fetal Assessment Suite (FetAS): a web-based platform for automatic fetal MRI analysis using AI
Scientific Reports·2025Open Access
Segmentation-free pretherapeutic assessment of BRAF-status in pediatric low-grade gliomas
Communications Medicine·2025· 1 citedOpen Access
AI implementation in pediatric radiology for patient safety: a multi-society statement from the ACR, ESPR, SPR, SLARP, AOSPR, SPIN
Pediatric Radiology·2025· 2 cited
Artificial Intelligence Implementation in Pediatric Radiology for Patient Safety: A Multisociety Statement From the ACR, ESPR, SPR, SLARP, AOSPR, SPIN
Journal of the American College of Radiology·2025
Multiclass machine learning models for molecular subtype identification of pediatric low-grade glioma using bi-institutional MRIs for precision medicine
npj Precision Oncology·2025Open Access
Correction: Generative AI for weakly supervised segmentation and downstream classification of brain tumors on MR images
Scientific Reports·2025· 1 citedOpen Access
Fetal Assessment Suite - A web-based tool for fetal MRI processing and evaluation.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Automated Multi-Organ Segmentation in Fetal MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Intraoperative Stoßwellenanwendung bei der Skaphoidrekonstruktion mit nicht-vaskularisierten Knochentransplantaten: Eine randomisiert-kontrollierte Studie
Handchirurgie · Mikrochirurgie · Plastische Chirurgie·2025
Open-radiomics: a collection of standardized datasets and a technical protocol for reproducible radiomics machine learning pipelines
BMC Medical Imaging·2025· 3 citedOpen Access
Investigating Zinc Migration from Rigid Needle Shield to Drug Formulation in Needle Tip of Pre-filled Syringe
Pharmaceutical Research·2025· 3 citedOpen Access
Generative AI for weakly supervised segmentation and downstream classification of brain tumors on MR images
Scientific Reports·2025Open Access
Multimodal contrastive learning for enhanced explainability in pediatric brain tumor molecular diagnosis
Scientific Reports·2025· 2 citedOpen Access
Segmentation-Free Pretherapeutic Assessment of BRAF-Status in Pediatric Low-Grade Gliomas
2025· 1 citedOpen Access
DOENÇAS AUTOIMUNES E O SEXO FEMININO: PREVALÊNCIA, REPERCUSSÃO CLÍNICA E ABORDAGENS TERAPÊUTICAS
2025
Imaging of Pediatric Traumatic and Nontraumatic Spinal Emergencies
2025
Imaging of Pediatric Traumatic and Nontraumatic Spinal Emergencies
2025
Generating 3D brain tumor regions in MRI using vector-quantization Generative Adversarial Networks
Computers in Biology and Medicine·2024· 10 citedOpen Access
Does needle clogging change the spatial distribution of injected drug in tissue? New insights by X-ray computed tomography
European Journal of Pharmaceutics and Biopharmaceutics·2024· 4 cited
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Frequent Co-authors

Massimo Paolucci(6), Moritz C. Wurnig(6), Enrico Rukzio(5), Andrea Poretti(5), Thierry A.G.M. Huisman(5), Thangamadhan Bosemani(5), Birgit Ertl‐Wagner(5), Rainer Schmitt(4), Farzad Khalvati(4), Birgit Ertl‐Wagner(4), Wolf‐Tilo Balke(4), Kristen W. Yeom(4), Andreas Boss(4), Georgios Christopoulos(3), Gregor Broll(3), Khashayar Namdar(3), Aylin Tekes(3), Suzanne Laughlin(3), Cynthia Hawkins(3), Michael Zhang(3)