引用次数
引用: 100,199
H-指数: 134
I10-指数 : 667
出版物: 1,432
Secure, privacy-preserving and federated machine learning in medical imaging
Georgios A. Kaissis , Marcus R. Makowski , Daniel Rückert , Rickmer F. Braren
Nature Machine Intelligence 2 ( 6) 305 -311
422
2020
STATISTICAL FINITE ELEMENT ANALYSIS FOR BONE MODELING
Serena Bonaretti , Nils Reimers , Daniel Rückert , Mauricio Reyes
Journal of Biomechanics 41
2008
Flimma: a federated and privacy-aware tool for differential gene expression analysis
Olga Zolotareva , Reza Nasirigerdeh , Julian Matschinske , Reihaneh Torkzadehmahani
Genome biology 22 ( 1) 1 -26
4
2021
AI For doctors—a course to educate medical professionals in artificial intelligence for medical imaging
Dennis M Hedderich , Matthias Keicher , Benedikt Wiestler , Martin J Gruber
Smpte Journal 9 ( 10) 1278
7
2021
Prediction of Complications and Surgery Duration in Primary Total Hip Arthroplasty Using Machine Learning: The Necessity of Modified Algorithms and Specific Data
Igor Lazic , Florian Hinterwimmer , Severin Langer , Florian Pohlig
Journal of Clinical Medicine 11 ( 8) 2147
1
2022
Heartbeat classification by random forest with a novel context feature: a segment label
Congyu Zou , Alexander Müller , Utschick Wolfgang , Daniel Rückert
IEEE Journal of Translational Engineering in Health and Medicine 10 1 -8
2022
Reengineering neurotechnology: placing patients first
Markus Ploner , Alena Buyx , Jens Gempt , Julijana Gjorgjieva
Nature Mental Health 1 ( 1) 5 -7
1
2023
Quality Control Matters: Automated Magnetic Resonance Imaging-based Abdominal Organ Segmentation in 20,000 Participants of the UK Biobank and German National Cohort Studies.
Turkay Kart , Marc Fischer , Stefan Winzeck , Ben Glocker
Smpte Journal
1
2022
D-CNNTRN: Discrete Wavelet Transform Based ECG Classification Using a Convolutional Transformer
Congyu Zou , Mikhael Djajapermana , Utschick Wolfgang , Phillip Jan Müller
Smpte Journal
2022
Statistical Finite Element Analysis for Bone and Implant Modeling
Laura Belenguer , Miguel A González , Nils Reimers , Daniel Rückert
Smpte Journal
HyperProbe consortium: innovate tumour neurosurgery with innovative photonic solutions
Luca Giannoni , Marta Marradi , Marco Marchetti , Duccio Rossi Degl’Innocenti
European Conference on Biomedical Optics 126281C -126281C
3
2023
Machine learning analysis of human skin by optoacoustic mesoscopy for automated extraction of psoriasis and aging biomarkers
Hailong He , Johannes C Paetzold , Nils Börner , Erik Riedel
IEEE Transactions on Medical Imaging
1
2024
DWT-CNNTRN: a Convolutional Transformer for ECG Classification with Discrete Wavelet Transform
Congyu Zou , Mikhael Djajapermana , Eimo Martens , Alexander Müller
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 1 -6
1
2023
Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representation
Veronika Spieker , Hannah Eichhorn , Jonathan K Stelter , Wenqi Huang
arXiv preprint arXiv:2404.08350
2024
(Predictable) performance bias in unsupervised anomaly detection
Felix Meissen , Svenja Breuer , Moritz Knolle , Alena Buyx
Ebiomedicine 101
2024
Combining generative modelling and semi-supervised domain adaptation for whole heart cardiovascular magnetic resonance angiography segmentation
Marica Muffoletto , Hao Xu , Karl P Kunze , Radhouene Neji
Journal of Cardiovascular Magnetic Resonance 25 ( 1) 80 -80
2023
Self-supervised learning for atrial fibrillation detection with ECG using CNNTransformer
Congyu Zou , Alexander Müller , Eimo Martens , Phillip Müller
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 807 -812
2023
Atlas-Based Interpretable Age Prediction In Whole-Body MR Images
Sophie Starck , Yadunandan Vivekanand Kini , Jessica Johanna Maria , Rickmer Braren Ritter
arXiv preprint arXiv:2307.07439
2023
Statistical finite element analysis for bone modeling
Serena Bonaretti , Nils Reimers , Daniel Rückert , Mauricio Reyes
16th Congress of the European Society of Biomechanics (ESB), Lucerne, Switzerland
2008
D-CNNTRN: Discrete Wavelet Transform Based ECG Classification Using a Convolutional Transformer
Congyu Zou , Mikhael Djajapermana , Utschick Wolfgang , Phillip Jan Müller
Available at SSRN 4138904
2022
Jo Hajnal Ben Glocker Wenjia Bai (柏文佳) Paul Aljabar Bernhard Kainz A David Edwards Derek Hill Wenzhe Shi（施闻哲） Ozan Oktay Robin Wolz Alexander Hammers Christian Ledig Julia A Schnabel Rolf A. Heckemann Jo Schlemper D J Hawkes Declan O'Regan Konstantinos Kamnitsas Kensaku Mori Professor James P Boardman