PV
Philipp Vollmuth
Brain NeoplasmsGliomagliomaStrokeAstrocytomaBrain Ischemiacentral nervous system neoplasmsCentral Nervous System Neoplasmscs.CVGlioblastoma
On Valency
published · living versionsW_m9v2fqa5·v1 · currentpublished
nnInteractive Agent: General-Purpose AI Agents as 3D Image Annotators
with Fabian Isensee, Constantin Ulrich Harsy, Maximilian Rokuss, Benjamin Hamm +1
1 version
Preprints & journals
26 papers in the corpus · 2020–2026nnInteractive Agent: General-Purpose AI Agents as 3D Image Annotators2610.31080v1 · Fabian Isensee, Constantin Ulrich Harsy, Maximilian Rokuss et al.2026 · 0 citationsarXivon Valency
Arbitrary-Scale Anisotropic 3D MRI Super-Resolution with Gaussian Prototypes2610.24858v2 · Aditya Rastogi, Ramon Leiser, Prateek Singh et al.2026 · 0 citationsarXiv
nnFoundation: 3D Foundation Models for Radiology2609.26924v1 · Constantin Ulrich Harsy, Tassilo Wald, Karol Gotkowski et al.2026 · 0 citationsarXiv
Anatomy- and Time-Based Post-Processing with CT Perfusion-Derived Time-Vessel Maps to Reduce Incorrect Occlusion Detections in Late-Phase CT Angiography.42793757 · Martínez Mora, Andrés, Mojtahedi, Mahsa, de Vries, Lucas et al.2026 · 0 citationsDiagnostics (Basel, Switzerland). 2026;16(18)
Swarm Learning for the Detection of Middle Cerebral Artery Occlusion On CT Angiography.42417974 · Harten, Julia K, Hansel, Soma, Creuzberg, Dominik et al.2026 · 0 citationsClinical neuroradiology. 2026
IDH status shapes glioma oncotopy: voxel-wise mapping of 644 adult diffuse gliomas.42095926 · Garhöfer, Freya, Yun, Yeong Chul, Wolf, Sabine et al.2026 · 0 citationsNeuroradiology. 2026;68(6):1717-1727
Benchmark Success, Clinical Failure: When Reinforcement Learning Optimizes for Benchmarks, Not Patients2512.23090v2 · Armin Berger, Manuela Bergau, Helen Schneider et al.2025 · 0 citationsarXiv
Predicting molecular types of adult-type diffuse gliomas based on MRI reports with large language models.41428044 · Suh, Pae Sun, Lee, Dahyoun, Bang, Chang-Bae et al.2026 · 1 citationEuropean radiology. 2026;36(5):3743-3754
Combined peritumoral radiomics and clinical features predict 12-month progression free survival in glioblastoma.40244521 · Yun, Yeong Chul, Jende, Johann M E, Garhöfer, Freya et al.2025 · 9 citationsJournal of neuro-oncology. 2025;174(1):111-120
The 2021 WHO Classification for Gliomas and Implications on Imaging Diagnosis: Part 3-Summary of Imaging Findings on Glioneuronal and Neuronal Tumors.37715567 · Park, Yae Won, Vollmuth, Philipp, Foltyn-Dumitru, Martha et al.2023 · 14 citationsJournal of magnetic resonance imaging : JMRI. 2023;58(6):1680-1702
Automated hippocampal segmentation algorithms evaluated in stroke patients.37474622 · Schell, Marianne, Foltyn-Dumitru, Martha, Bendszus, Martin et al.2023 · 12 citationsScientific reports. 2023;13(1):11712
Association Between Intravenous Thrombolysis and Clinical Outcomes Among Patients With Ischemic Stroke and Unsuccessful Mechanical Reperfusion.37126350 · Faizy, Tobias D, Broocks, Gabriel, Heit, Jeremy J et al.2023 · 24 citationsJAMA network open. 2023;6(5):e2310213
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.37069764 · Park, Yae Won, Vollmuth, Philipp, Foltyn-Dumitru, Martha et al.2023 · 37 citationsJournal of magnetic resonance imaging : JMRI. 2023;58(3):690-708
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.37069792 · Park, Yae Won, Vollmuth, Philipp, Foltyn-Dumitru, Martha et al.2023 · 108 citationsJournal of magnetic resonance imaging : JMRI. 2023;58(3):677-689
Automatic Planning Tools for Lumbar Pedicle Screws: Comparison and Validation of Planning Accuracy for Self-Derived Deep-Learning-Based and Commercial Atlas-Based Approaches.37048730 · Scherer, Moritz, Kausch, Lisa, Bajwa, Akbar et al.2023 · 12 citationsJournal of clinical medicine. 2023;12(7)
Location-specific ASPECTS does not improve Outcome Prediction in Large Vessel Occlusion compared to Cumulative ASPECTS.36700986 · Neuberger, Ulf, Vollherbst, Dominik F, Ulfert, Christian et al.2023 · 10 citationsClinical neuroradiology. 2023;33(3):661-668
Radiomics in neuro-oncological clinical trials.36182633 · Lohmann, Philipp, Franceschi, Enrico, Vollmuth, Philipp et al.2022 · 80 citationsThe Lancet. Digital health. 2022;4(11):e841-e849
Single-cell DNA sequencing reveals order of mutational acquisition in TRAF7/AKT1 and TRAF7/KLF4 mutant meningiomas.35984495 · Dogan, Helin, Blume, Christina, Patel, Areeba et al.2022 · 11 citationsActa neuropathologica. 2022;144(4):799-802
Deep learning super-resolution magnetic resonance spectroscopic imaging of brain metabolism and mutant isocitrate dehydrogenase glioma.35911635 · Li, Xianqi, Strasser, Bernhard, Neuberger, Ulf et al.2023 · 13 citationsNeuro-oncology advances. 2022;4(1):vdac071
Development and validation of an automated planning tool for navigated lumbosacral pedicle screws using a convolutional neural network.35584757 · Scherer, Moritz, Kausch, Lisa, Ishak, Basem et al.2022 · 24 citationsThe spine journal : official journal of the North American Spine Society. 2022;22(10):1666-1676
Corticosteroids use and neurocognitive functioning in patients with recurrent glioblastoma: Evidence from European Organization for Research and Treatment of Cancer (EORTC) trial 26101.35855458 · Caramanna, Ivan, de Kort, Julie M, Brandes, Alba A et al.2022 · 15 citationsNeuro-oncology practice. 2022;9(4):310-316
Deep-learning-based synthesis of post-contrast T1-weighted MRI for tumour response assessment in neuro-oncology: a multicentre, retrospective cohort study.34688602 · Jayachandran Preetha, Chandrakanth, Meredig, Hagen, Brugnara, Gianluca et al.2021 · 124 citationsThe Lancet. Digital health. 2021;3(12):e784-e794
Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma.34646367 · Panitz, Verena, Končarević, Saša, Sadik, Ahmed et al.2022 · 50 citationsTheranostics. 2021;11(19):9217-9233
Diagnostic biomarkers from proteomic characterization of cerebrospinal fluid in patients with brain malignancies.33735443 · Schmid, Dominic, Warnken, Uwe, Latzer, Pauline et al.2021 · 43 citationsJournal of neurochemistry. 2021;158(2):522-538
Optimal thresholds to predict long-term outcome after complete endovascular recanalization in acute anterior ischemic stroke.33479038 · Neuberger, Ulf, Vollmuth, Philipp, Nagel, Simon et al.2021 · 14 citationsJournal of neurointerventional surgery. 2021;13(12):1124-1127
nnU-Net for Brain Tumor Segmentation2011.00848v1 · Fabian Isensee, Paul F. Jaeger, Peter M. Full et al.2020 · 510 citationsarXiv
Career total: 50 works. 26 are in this corpus.
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