Zou, Congyu;Djajapermana, Mikhael;Martens, Eimo;Muller, Alexander;Ruckert, Daniel;Muller, Phillip;Steger, Alexander;Becker, Matthias;Wolfgang, Utschick
DWT-CNNTRN: a Convolutional Transformer for ECG Classification with Discrete Wavelet Transform.
Annu Int Conf IEEE Eng Med Biol Soc
2023
2023
1-6

Al-Jibury, Ediem;King, James W D;Guo, Ya;Lenhard, Boris;Fisher, Amanda G;Merkenschlager, Matthias;Rueckert, Daniel
A deep learning method for replicate-based analysis of chromosome conformation contacts using Siamese neural networks.
Nat Commun
2023
14
1

Anders, Philipp;Traber, Ghislaine L;Pfau, Maximilian;Riedl, Sophie;Hagag, Ahmed M;Camenzind, Hanna;Mai, Julia;Kaye, Rebecca;Bogunovic, Hrvoje;Fritsche, Lars G;Rueckert, Daniel;Schmidt-Erfurth, Ursula;Sivaprasad, Sobha;Lotery, Andrew J;Scholl, Hendrik P N
Comparison of Novel Volumetric Microperimetry Metrics in Intermediate Age-Related Macular Degeneration: PINNACLE Study Report 3.
Transl Vis Sci Technol
2023
12
8

Leingang, Oliver;Riedl, Sophie;Mai, Julia;Reiter, Gregor S;Faustmann, Georg;Fuchs, Philipp;Scholl, Hendrik P N;Sivaprasad, Sobha;Rueckert, Daniel;Lotery, Andrew;Schmidt-Erfurth, Ursula;Bogunović, Hrvoje
Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5).
Sci Rep
2023
13
1

Muffoletto, Marica;Xu, Hao;Kunze, Karl P;Neji, Radhouene;Botnar, René;Prieto, Claudia;Rückert, Daniel;Young, Alistair A
Combining generative modelling and semi-supervised domain adaptation for whole heart cardiovascular magnetic resonance angiography segmentation.
J Cardiovasc Magn Reson
2023
25
1

Raab, René;Küderle, Arne;Zakreuskaya, Anastasiya;Stern, Ariel D;Klucken, Jochen;Kaissis, Georgios;Rueckert, Daniel;Boll, Susanne;Eils, Roland;Wagener, Harald;Eskofier, Bjoern M
Federated electronic health records for the European Health Data Space.
Lancet Digit. Health
2023
5
11
e840-e847

Buchner, Josef A;Peeken, Jan C;Etzel, Lucas;Ezhov, Ivan;Mayinger, Michael;Christ, Sebastian M;Brunner, Thomas B;Wittig, Andrea;Menze, Bjoern H;Zimmer, Claus;Meyer, Bernhard;Guckenberger, Matthias;Andratschke, Nicolaus;El Shafie, Rami A;Debus, Jürgen;Rogers, Susanne;Riesterer, Oliver;Schulze, Katrin;Feldmann, Horst J;Blanck, Oliver;Zamboglou, Constantinos;Ferentinos, Konstantinos;Bilger, Angelika;Grosu, Anca L;Wolff, Robert;Kirschke, Jan S;Eitz, Kerstin A;Combs, Stephanie E;Bernhardt, Denise;Rueckert, Daniel;Piraud, Marie;Wiestler, Benedikt;Kofler, Florian
Identifying core MRI sequences for reliable automatic brain metastasis segmentation.
Radiother Oncol
2023
188

Graf, Robert;Schmitt, Joachim;Schlaeger, Sarah;Möller, Hendrik Kristian;Sideri-Lampretsa, Vasiliki;Sekuboyina, Anjany;Krieg, Sandro Manuel;Wiestler, Benedikt;Menze, Bjoern;Rueckert, Daniel;Kirschke, Jan Stefan
Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation.
Eur Radiol Exp
2023
7
1

Wiltgen, Tun;McGinnis, Julian;Schlaeger, Sarah;Voon, CuiCi;Berthele, Achim;Bischl, Daria;Grundl, Lioba;Will, Nikolaus;Metz, Marie;Schinz, David;Sepp, Dominik;Prucker, Philipp;Schmitz-Koep, Benita;Zimmer, Claus;Menze, Bjoern;Rueckert, Daniel;Hemmer, Bernhard;Kirschke, Jan;Mühlau, Mark;Wiestler, Benedikt
LST-AI: a Deep Learning Ensemble for Accurate MS Lesion Segmentation.
medRxiv
2023

Holzmann-Littig, Christopher;Stadler, David;Popp, Maria;Kranke, Peter;Fichtner, Falk;Schmaderer, Christoph;Renders, Lutz;Braunisch, Matthias Christoph;Assali, Tarek;Platen, Louise;Wijnen-Meijer, Marjo;Lühnen, Julia;Steckelberg, Anke;Pfadenhauer, Lisa;Haller, Bernhard;Fuetterer, Cornelia;Seeber, Christian;Schaaf, Christian;On Behalf Of The CEOsys Consortium
Locating Medical Information during an Infodemic: Information Seeking Behavior and Strategies of Health-Care Workers in Germany.
Healthcare (Basel)
2023
11
11