BW
Benedikt Wiestler
cs.CVeess.IVBrain NeoplasmsMagnetic Resonance Imagingcs.LGGliomaglioblastomaGlioblastomacs.AIMultiple Sclerosis
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
369 papers in the corpus · 2007–2026MedMCP: An Open Agentic Ecosystem for Medical Imaging Workflows10.64898/2026.10.12.758708v1 · McGinnis, J., Friedrich, P., Muhlau, M. et al.2026 · 0 citationsbioRxiv
PREDICT-GBM: A multicenter platform advancing personalized glioblastoma radiotherapy planning.42717239 · Zimmer, Lucas, Weidner, Jonas, Balcerak, Michal et al.2026 · 0 citationsNPJ digital medicine. 2026;9(1)
Human-AI Collaboration in Radiology: The Blind Spots.42684148 · Kim, Su Hwan, Adams, Lisa C, Wiestler, Benedikt et al.2026 · 0 citationsRadiology. Artificial intelligence. 2026;8(5):e260325
Pooled two-cohort MRI body composition phenotyping with open-source deep learning.42668286 · Mertens, Christian J, Häntze, Hartmut, Ziegelmayer, Sebastian et al.2026 · 0 citationsCommunications medicine. 2026;6(1)
The Prognostic Value of Paramagnetic Rim Lesions in People With Multiple Sclerosis.42623573 · Lauerer, Markus, Voon, Cui Ci, McGinnis, Julian et al.2026 · 1 citationNeurology. 2026;107(6):e218428
MRIComp4Flow: Compression of 3D Brain MRI for Training Multi-Modal Generative Models2608.10291v1 · Lisa K. Fischer, Mykhailo Riabets, Daniel Rueckert et al.2026 · 0 citationsarXiv
Correction: Diagnostic accuracy of deep learning vs. human raters for detecting osteoporotic vertebral compression fractures in routine CT scans.42560382 · Riedel, Evamaria O, Schinz, David, Keicher, Matthias et al.2026 · 0 citationsEuropean radiology. 2026;36(11):8511-8513
Arterial spin-labeling-based exchange time mapping for differentiation of high-grade glioma and brain metastases.42602832 · Raffler, Philipp, Hoffmann, Gabriel, Günther, Matthias et al.2026 · 0 citationsNeuro-oncology advances. 2026;8(1):vdag195
Real-world practices and challenges of radiologically isolated syndrome: results of a cross-sector survey by the DACH MS guidelines group.42529218 · Held, Friederike, Bayas, Antonios, Christe, Katharina et al.2026 · 0 citationsFrontiers in neurology. 2026;17:1822692
SHIFT: Survival Prediction from Incomplete and Heterogeneous Genomic Data2607.07725v1 · Muhammet Sami Yavuz, Ayhan Can Erdur, Sabri Mustafa Kahya et al.2026 · 0 citationsarXiv
Detection of early alterations in radiologically normal-appearing brain regions before recurrence of high-grade glioma using multiparameter mapping and diffusion tensor imaging.42483740 · Raffler, Philipp, Schramm, Severin, Berberich, Cornelius et al.2026 · 0 citationsNeuro-oncology advances. 2026;8(1):vdag173
Beyond the LUMIR challenge: The pathway to foundational registration models.42361771 · Chen, Junyu, Wei, Shuwen, Honkamaa, Joel et al.2026 · 1 citationMedical image analysis. 2026;113:104175
Temporal Conditioning for Longitudinal Brain MRI Registration and Aging Analysis.41843526 · Jian, Bailiang, Pan, Jiazhen, Li, Yitong et al.2026 · 2 citationsIEEE transactions on medical imaging. 2026;45(6):3367-3379
Hetairos is a histology-based artificial intelligence model for predicting central nervous system tumor methylation subtypes.42270902 · Jin, Darui, Shmatko, Artem, Patel, Areeba et al.2026 · 3 citationsNature cancer. 2026;7(6):884-898
Erratum for: Associations of MRI-derived Paraspinal IMAT and LMM with Cardiometabolic Risk Factors: Results from a German Cohort.42377133 · Ziegelmayer, Sebastian, Häntze, Hartmut, Mertens, Christian et al.2026 · 0 citationsRadiology. 2026;319(3):e269008
Generating Reports or Repeating Templates? Measuring and Mitigating Template Collapse in 3D CT Report Generation2605.30984v2 · Tom Maye-Lasserre, Yitong Li, Bailiang Jian et al.2026 · 0 citationsarXiv
Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation2605.31094v1 · Erik Gro\sskopf, Soumya Snigdha Kundu, Hendrik Moller et al.2026 · 0 citationsarXiv
Expert Panel Consensus Guidelines of the German Society of Neuroradiology on the Use of Magnetic Resonance Imaging in the Diagnosis and Monitoring of Multiple Sclerosis.42189193 · Wattjes, Mike P, Lukas, Carsten, Langner, Sönke et al.2026 · 2 citationsClinical neuroradiology. 2026;36(3):831-854
DDX-TRACE: A Benchmark for Medical Diagnostic Trajectories in VLMs2605.23629v1 · Jiazhen Pan, Weixiang Shen, Jun Li et al.2026 · 0 citationsarXiv
The Ischemic Stroke Lesion Segmentation Challenge (ISLES)'24 Dataset: A Multimodal Stroke Imaging Dataset with Hyperacute CT, Acute Postinterventional MRI, and 3-month Clinical Outcomes.42017802 · Riedel, Evamaria Olga, de la Rosa, Ezequiel, Baran, The Anh et al.2026 · 0 citationsRadiology. Artificial intelligence. 2026;8(3):e250603
Associations of MRI-derived Paraspinal IMAT and LMM with Cardiometabolic Risk Factors: Results from a German Cohort.42084514 · Ziegelmayer, Sebastian, Häntze, Hartmut, Mertens, Christian et al.2026 · 1 citationRadiology. 2026;319(2):e251347
Performing Best When Needed Least: Reader Experience Shapes Accuracy Gains in Large Language Model-assisted Brain MRI Differential Diagnosis.42188726 · Schramm, Severin, Le Guellec, Bastien, Topka, Marlene et al.2026 · 3 citationsRadiology. 2026;319(2):e253477
Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis2604.16729v2 · Ayhan Can Erdur, Daniel Scholz, Jiazhen Pan et al.2026 · 0 citationsarXiv
VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing2604.12144v2 · Lucas Stoffl, Benedikt Wiestler, Johannes C. Paetzold2026 · 0 citationsarXiv
Brain connectome reorganization across the lifespan in relapsing-remitting multiple sclerosis.41990686 · Tahedl, Marlene, Wiltgen, Tun, Voon, Cui Ci et al.2026 · 0 citationsEuropean journal of radiology. 2026;200:112867
Artificial intelligence-based segmentation of perisinusoidal tissue along the superior sagittal sinus in human brain magnetic resonance imaging.41940934 · Holz, Adrian, Karmann, Markus, Deli, Sarah et al.2026 · 0 citationsNeuroradiology. 2026;68(7):1897-1905
Tumor recurrence patterns in eloquent glioma after microsurgical resection and adjuvant radiochemotherapy.41960423 · Schwendner, Maximilian, Suvak, Stefan, Stefanowicz, Sarah et al.2026 · 0 citationsNeuro-oncology advances. 2026;8(1):vdaf183
Calibrated Confidence Expression for Radiology Report Generation2603.29492v2 · David Bani-Harouni, Chantal Pellegrini, Julian Luers et al.2026 · 0 citationsarXiv
Prognostic impact of radiotherapy timing in WHO grade 2 and 3 meningiomas utilizing an integrated molecular-morphologic classification.41870794 · Delbridge, Claire, Hou, Helen X, Hielscher, Thomas et al.2026 · 0 citationsJournal of neuro-oncology. 2026;177(2)
Multimodal fusion of pathology and radiology foundation models for WHO 2021 glioma subtyping.41820640 · Saueressig, Camillo, Scholz, Daniel, Raffler, Philipp et al.2026 · 1 citationNPJ precision oncology. 2026;10(1)
TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth2603.04058v2 · Valentin Biller, Niklas Bubeck, Lucas Zimmer et al.2026 · 0 citationsarXiv
Deep learning-based synthetic brain MRI for the assessment of regional atrophy patterns in neurodegenerative diseases.41758343 · Riedel, Evamaria O, Schramm, Severin, Bongratz, Fabian et al.2026 · 1 citationEuropean radiology. 2026;36(7):6025-6037
Diagnostic accuracy of deep learning vs. human raters for detecting osteoporotic vertebral compression fractures in routine CT scans.41733641 · Riedel, Evamaria O, Schinz, David, Keicher, Matthias et al.2026 · 2 citationsEuropean radiology. 2026;36(10):7556-7571
VariViT: A Vision Transformer for Variable Image Sizes2602.14615v1 · Aswathi Varma, Suprosanna Shit, Chinmay Prabhakar et al.2026 · 0 citationsarXiv
GlioMODA: Robust glioma segmentation in clinical routine.41841144 · Canisius, Julian, Buchner, Josef, Rosier, Marcel et al.2026 · 4 citationsNeuro-oncology advances. 2026;8(1):vdag034
Exposing the fragility of LLM reasoning through bias-inducing prompts: evidence from BiasMedQA.42712292 · Kim, Su Hwan, Ziegelmayer, Sebastian, Busch, Felix et al.2026 · 0 citationsBMJ digital health & AI. 2026;2(1):e000189
The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset.41593091 · LaBella, Dominic, Schumacher, Katherine, Mix, Michael et al.2026 · 2 citationsScientific data. 2026;13(1)
The Spatial Signature of Glioblastoma: A Statistical Re-Assessment of Anatomical Distribution Based on Methylation Subtypes.41597253 · Herrmann, Tim, Delbridge, Claire, Griessmair, Michael et al.2026 · 0 citationsCells. 2026;15(2)
Random Convolutions for Domain Generalization of Deep Learning-based Medical Image Segmentation Models.41258795 · Scholz, Daniel, Erdur, Ayhan Can, Peeken, Jan C et al.2026 · 2 citationsRadiology. Artificial intelligence. 2026;8(1):e240502
Image-Guided Radiooncology: The Potential of Artificial Intelligence in Clinical Application.42165833 · Vorbach, Samuel M, Combs, Stephanie E, Wiestler, Benedikt et al.2026 · 0 citationsRecent results in cancer research. Fortschritte der Krebsforschung. Progres dans les recherches sur le cancer. 2026;225:835-858
Optimizing Rank for High-Fidelity Implicit Neural Representations2512.14366v3 · Julian McGinnis, Florian A. Holzl, Suprosanna Shit et al.2025 · 0 citationsarXiv
Disentangling Progress in Medical Image Registration: Beyond Trend-Driven Architectures towards Domain-Specific Strategies2512.01913v1 · Bailiang Jian, Jiazhen Pan, Rohit Jena et al.2025 · 1 citationarXiv
T1-weighted subtraction maps improve the detection of contrast-enhancing lesions in multiple sclerosis.41468656 · Beyrle, Mirjam, Sepp, Dominik, Eichinger, Paul et al.2026 · 2 citationsEuropean journal of radiology. 2026;195:112576
External validation of a multiple sclerosis treatment decision score using data from the ProVal-MS cohort study.41281704 · Buchka, Stefan, Hapfelmeier, Alexander, Kirschke, Jan S et al.2025 · 0 citationsTherapeutic advances in neurological disorders. 2025;18:17562864251391095
Radiotherapy and survival in elderly grade 4 glioma patients: The prognostic value of onco-functional outcome.41362480 · Hou, Helen X, Leiss, Sophia M, Schmottermeyer, Daniel et al.2025 · 0 citationsClinical and translational radiation oncology. 2026;56:101085
MRI Reflects Meningioma Biology and Molecular Risk.41301031 · Canisius, Julian, Schuler, Julia, Goldberg, Maria et al.2025 · 3 citationsCancers. 2025;17(22)
Learning to reason about rare diseases through retrieval-augmented agents2511.04720v1 · Ha Young Kim, Jun Li, Ana Beatriz Solana et al.2025 · 1 citationarXiv
The Expertise Paradox: Who Benefits from LLM-Assisted Brain MRI Differential Diagnosis?10.1101/2025.10.28.25338816v1 · Schramm, S., Le Guellec, B., Topka, M. et al.2025 · 0 citationsmedRxiv
VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank.41068435 · Graf, Robert, Platzek, Paul, Riedel, Evamaria Olga et al.2026 · 17 citationsEuropean radiology. 2026;36(4):2548-2562
Comorbidity burden in elderly high-grade glioma patients: impact on radiotherapy outcomes.41039275 · Leiss, Sophia M, Wiestler, Benedikt, Hou, Helen X et al.2025 · 1 citationBMC cancer. 2025;25(1):1496
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