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Philipp Vollmuth

nnU-Net for Brain Tumor Segmentation
2021 · Fabian Isensee, Paul F. Jäger, et al. · Lecture notes in computer science · 569
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The 2021 WHO Classification for Gliomas and Implications on Imaging Diagnosis: Part 1—Key Points of the Fifth Edition and Summary of Imaging Findings on Adult‐Type Diffuse Gliomas
2023 · Yae Won Park, Philipp Vollmuth, et al. · Journal of Magnetic Resonance Imaging · 133
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Deep-learning-based synthesis of post-contrast T1-weighted MRI for tumour response assessment in neuro-oncology: a multicentre, retrospective cohort study
2021 · Chandrakanth Jayachandran Preetha, Hagen Meredig, et al. · The Lancet Digital Health · 131
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Radiomics in neuro-oncological clinical trials
2022 · Philipp Lohmann, Enrico Franceschi, et al. · The Lancet Digital Health · 82
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Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma
2021 · Verena Panitz, Saša Končarević, et al. · Theranostics · 52
The 2021 WHO Classification for Gliomas and Implications on Imaging Diagnosis: Part 2—Summary of Imaging Findings on Pediatric‐Type Diffuse High‐Grade Gliomas, Pediatric‐Type Diffuse Low‐Grade Gliomas, and Circumscribed Astrocytic Gliomas
2023 · Yae Won Park, Philipp Vollmuth, et al. · Journal of Magnetic Resonance Imaging · 43
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Diagnostic biomarkers from proteomic characterization of cerebrospinal fluid in patients with brain malignancies
2021 · Dominic Schmid, Uwe Warnken, et al. · Journal of Neurochemistry · 41
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Association Between Intravenous Thrombolysis and Clinical Outcomes Among Patients With Ischemic Stroke and Unsuccessful Mechanical Reperfusion
2023 · Tobias D. Faizy, Gabriel Broocks, et al. · JAMA Network Open · 26
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Development and validation of an automated planning tool for navigated lumbosacral pedicle screws using a convolutional neural network
2022 · Moritz Scherer, Lisa Kausch, et al. · The Spine Journal · 24
Corticosteroids use and neurocognitive functioning in patients with recurrent glioblastoma: Evidence from European Organization for Research and Treatment of Cancer (EORTC) trial 26101
2022 · Ivan Caramanna, Julie M de Kort, et al. · Neuro-Oncology Practice · 16
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The 2021 WHO Classification for Gliomas and Implications on Imaging Diagnosis: Part 3—Summary of Imaging Findings on Glioneuronal and Neuronal Tumors
2023 · Yae Won Park, Philipp Vollmuth, et al. · Journal of Magnetic Resonance Imaging · 15
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Optimal thresholds to predict long-term outcome after complete endovascular recanalization in acute anterior ischemic stroke
2021 · Ulf Neuberger, Philipp Vollmuth, et al. · Journal of NeuroInterventional Surgery · 14
Automatic Planning Tools for Lumbar Pedicle Screws: Comparison and Validation of Planning Accuracy for Self-Derived Deep-Learning-Based and Commercial Atlas-Based Approaches
2023 · Moritz Scherer, Lisa Kausch, et al. · Journal of Clinical Medicine · 13
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Deep learning super-resolution magnetic resonance spectroscopic imaging of brain metabolism and mutant isocitrate dehydrogenase glioma
2022 · Xianqi Li, Bernhard Strasser, et al. · Neuro-Oncology Advances · 13
Automated hippocampal segmentation algorithms evaluated in stroke patients
2023 · Marianne Schell, Martha Foltyn-Dumitru, et al. · Scientific Reports · 12
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Location-specific ASPECTS does not improve Outcome Prediction in Large Vessel Occlusion compared to Cumulative ASPECTS
2023 · Ulf Neuberger, Dominik F. Vollherbst, et al. · Clinical Neuroradiology · 11
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Single-cell DNA sequencing reveals order of mutational acquisition in TRAF7/AKT1 and TRAF7/KLF4 mutant meningiomas
2022 · Helin Dogan, Christina Blume, et al. · Acta Neuropathologica · 11
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Combined peritumoral radiomics and clinical features predict 12-month progression free survival in glioblastoma
2025 · Yeong Chul Yun, Johann M. E. Jende, et al. · Journal of Neuro-Oncology · 10
Predicting molecular types of adult-type diffuse gliomas based on MRI reports with large language models
2025 · Pae Sun Suh, Dahyoun Lee, et al. · European Radiology · 3
nnFoundation: 3D Foundation Models for Radiology
2026 · Harsy, Constantin Ulrich, Wald, Tassilo, et al. · arXiv (Cornell University) · 1
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nnInteractive Agent: General-Purpose AI Agents as 3D Image Annotators
2026 · Isensee, Fabian, Harsy, Constantin Ulrich, et al. · arXiv (Cornell University)
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Arbitrary-Scale Anisotropic 3D MRI Super-Resolution with Gaussian Prototypes
2026 · Rastogi, Aditya, Leiser, Ramon, et al. · arXiv (Cornell University)
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Anatomy- and Time-Based Post-Processing with CT Perfusion-Derived Time–Vessel Maps to Reduce Incorrect Occlusion Detections in Late-Phase CT Angiography
2026 · Andrés Martínez Mora, Mahsa Mojtahedi, et al. · Diagnostics
Swarm Learning for the Detection of Middle Cerebral Artery Occlusion On CT Angiography
2026 · Julia K. Harten, Soma Hansel, et al. · Clinical Neuroradiology
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Benchmark Success, Clinical Failure: When Reinforcement Learning Optimizes for Benchmarks, Not Patients
2026 · Armin Berger, Manuela Bergau, et al. · International Joint Conference on Neural Networks (IJCNN)
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Works count: 46
Citation count: 1,226
H-index: 13
I10-index: 18
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