Scholz, Daniel;Erdur, Ayhan Can;Peeken, Jan C;Varma, Aswathi;Graf, Robert;Kirschke, Jan S;Rueckert, Daniel;Wiestler, Benedikt
Random Convolutions for Domain Generalization of Deep Learning-based Medical Image Segmentation Models.
Radiol Artif Intell
2026
8
1

LaBella, Dominic;Schumacher, Katherine;Mix, Michael;Leu, Kevin;McBurney-Lin, Shan;Nedelec, Pierre;Villanueva-Meyer, Javier;Raleigh, David R;Shapey, Jonathan;Vercauteren, Tom;Chia, Kazumi;Ivory, Marina;Barfoot, Theodore;Al-Salihi, Omar;Leu, Justin;Halasz, Lia M;Velichko, Yury;Wang, Chunhao;Kirkpatrick, John P;Floyd, Scott R;Reitman, Zachary J;Mullikin, Trey C;Vaios, Eugene J;Bagci, Ulas;Sachdev, Sean;Hattangadi-Gluth, Jona A;Seibert, Tyler M;Farid, Nikdokht;Puett, Connor;Pease, Matthew W;Shiue, Kevin;Anwar, Syed M;Faghani, Shahriar;Taylor, Peter;Warman, Pranav;Albrecht, Jake;Jakab, András;Moassefi, Mana;Chung, Verena;Chai, Rong;Aristizabal, Alejandro;Karargyris, Alexandros;Kassem, Hasan;Pati, Sarthak;Sheller, Micah;Maleki, Nazanin;Saluja, Rachit;Kofler, Florian;Schwarz, Christopher G;Lohmann, Philipp;Vollmuth, Phillipp;Gagnon, Louis;Adewole, Maruf;Hongwei B, Li;Kazerooni, Anahita Fathi;Tahon, Nourel H;Anazodo, Udunna;Moawad, Ahmed W;Menze, Bjoern;Linguraru, Marius G;Aboian, Mariam;Wiestler, Benedikt;Baid, Ujjwal;Conte, Gian-Marco;Rauschecker, Andreas M;Nada, Ayman;Abayazeed, Aly H;Huang, Raymond;de Verdier, Maria Correia;Rudie, Jeffrey D;Bakas, Spyridon;Calabrese, Evan
The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset.
Sci Data
2026
13
1

Herrmann, Tim;Delbridge, Claire;Griessmair, Michael;Canisius, Julian;Mitsdoerffer, Meike;Bernhardt, Denise;Hostettler, Isabel C;Negwer, Chiara;Yakushev, Igor;Meyer, Bernhard;Schmidt-Graf, Friederike;Combs, Stephanie E;Kirschke, Jan S;Wiestler, Benedikt;Metz, Marie-Christin
The Spatial Signature of Glioblastoma: A Statistical Re-Assessment of Anatomical Distribution Based on Methylation Subtypes.
Cells
2026
15
2

Riedel, Evamaria O;Schinz, David;Keicher, Matthias;Rühling, Sebastian;El Husseini, Malek;Pellegrini, Chantal;Baum, Thomas;Dieckmeyer, Michael;Malagutti, Luca;Seeger, Isabel;Walburga, Anna S;Wiestler, Benedikt;Sollmann, Nico;Löffler, Maximilian T;Wagner, Arthur;Kirschke, Jan S
Diagnostic accuracy of deep learning vs. human raters for detecting osteoporotic vertebral compression fractures in routine CT scans.
Eur Radiol
2026

Riedel, Evamaria O;Schramm, Severin;Bongratz, Fabian;Gruber, Martin J;Sepp, Dominik;Paprottka, Karolin J;Zimmer, Claus;Wiestler, Benedikt;Hedderich, Dennis M
Deep learning-based synthetic brain MRI for the assessment of regional atrophy patterns in neurodegenerative diseases.
Eur Radiol
2026

Beyrle, Mirjam;Sepp, Dominik;Eichinger, Paul;Mühlau, Mark;Berthele, Achim;Engl, Christina;Hemmer, Bernhard;Zimmer, Claus;Wiestler, Benedikt;Kirschke, Jan S;Kertels, Olivia
T1-weighted subtraction maps improve the detection of contrast-enhancing lesions in multiple sclerosis.
Eur J Radiol
2026
195

Hou, Helen X;Leiss, Sophia M;Schmottermeyer, Daniel;Diehl, Christian;Wiestler, Benedikt;Peeken, Jan;Borm, Kai;Negwer, Chiara;Wagner, Arthur;Yakushev, Igor;Delbridge, Claire;Mitsdoerffer, Meike;Schmidt-Graf, Friederike;Meyer, Bernhardt;Combs, Stephanie;Bernhardt, Denise
Radiotherapy and survival in elderly grade 4 glioma patients: The prognostic value of onco-functional outcome.
Clin Transl Radiat Oncol
2026
56

Kim, Su Hwan;Schramm, Severin;Schmitzer, Lena;Serguen, Kerem;Ziegelmayer, Sebastian;Busch, Felix;Komenda, Alexander;Makowski, Marcus R;Adams, Lisa C;Bressem, Keno K;Zimmer, Claus;Kirschke, Jan;Wiestler, Benedikt;Hedderich, Dennis;Finck, Tom;Bodden, Jannis
Evaluating large language model-generated brain MRI protocols: performance of GPT4o, o3-mini, DeepSeek-R1 and Qwen2.5-72B.
Eur Radiol
2026
36
3
1644-1655