Daniel Ruckert (Daniel Rueckert)

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 39

Top Topics

Convolutional Neural Network

Diabetic Retinopathy

Aortic Stenosis

Top Venues

Radiology. Artificial intelligence

Eye (London, England)

This page only lists publications with an associated author ORCID identifier.

Publications

Doris Kaltenecker, Rami Al-Maskari, Moritz Negwer, Luciano Hoeher, Florian Kofler, Shan Zhao, Mihail Todorov, Zhouyi Rong, Johannes Christian Paetzold, Benedikt Wiestler, Marie Piraud, Daniel Ruckert, Julia Geppert, Pauline Morigny, Maria Rohm, Bjoern H Menze, Stephan Herzig, Mauricio Berriel Diaz, Ali Erturk
Virtual reality-empowered deep-learning analysis of brain cells. Nature methods 21 (7) (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Marica Muffoletto, Hao Xu, Richard Burns, Avan Suinesiaputra, Anastasia Nasopoulou, Karl P Kunze, Radhouene Neji, Steffen E Petersen, Steven A Niederer, Daniel Ruckert, Alistair A Young
Evaluation of Deep Learning Estimation of Whole Heart Anatomy from Automated Cardiovascular Magnetic Resonance Short- and Long-Axis Analyses in UK Biobank. European heart journal. Cardiovascular Imaging (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Arun Somasundaram, Mingming Wu, Anna Reik, Selina Rupp, Jessie Han, Stella Naebauer, Daniela Junker, Lisa Patzelt, Meike Wiechert, Yu Zhao, Daniel Ruckert, Hans Hauner, Christina Holzapfel, Dimitrios C Karampinos
Evaluating Sex-specific Differences in Abdominal Fat Volume and Proton Density Fat Fraction at MRI Using Automated nnU-Net-based Segmentation. Radiology. Artificial intelligence 6 (4) (2024)
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Kuhl, Marcus R Makowski, Sven Nebelung, Rickmer F Braren, Daniel Ruckert, Daniel Truhn, Georgios A Kaissis
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging. Communications medicine 4 (1) (2024)
Josef A Buchner, Florian Kofler, Michael Mayinger, Sebastian M Christ, Thomas B Brunner, Andrea Wittig, Bjoern Menze, Claus Zimmer, Bernhard Meyer, Matthias Guckenberger, Nicolaus H Andratschke, Rami A El Shafie, Jürgen Debus, Susanne Rogers, Oliver Riesterer, Katrin Schulze, Horst J Feldmann, Oliver Blanck, Constantinos Zamboglou, Konstantinos Ferentinos, Angelika Bilger-Zähringer, Anca L Grosu, Robert Wolff, Marie Piraud, Kerstin A Eitz, Stephanie E Combs, Denise Bernhardt, Daniel Ruckert, Benedikt Wiestler, Jan C Peeken
Radiomics-based prediction of local control in patients with brain metastases following postoperative stereotactic radiotherapy. Neuro-oncology (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Arun Somasundaram, Mingming Wu, Anna Reik, Selina Rupp, Jessie Han, Stella Naebauer, Daniela Junker, Lisa Patzelt, Meike Wiechert, Yu Zhao, Daniel Ruckert, Hans Hauner, Christina Holzapfel, Dimitrios C Karampinos
Evaluating Sex-specific Differences in Abdominal Fat Volume and Proton Density Fat Fraction at MRI Using Automated nnU-Net-based Segmentation. Radiology. Artificial intelligence 6 (4) (2024)
Alaa E Fayed, Martin J Menten, Linus Kreitner, Johannes C Paetzold, Daniel Ruckert, Sherry M Bassily, Ramy R Fikry, Ahmed M Hagag, Sobha Sivaprasad
Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy. Eye (London, England) 38 (9) (2024)
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Kuhl, Marcus R Makowski, Sven Nebelung, Rickmer F Braren, Daniel Ruckert, Daniel Truhn, Georgios A Kaissis
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging. Communications medicine 4 (1) (2024)
Alaa E Fayed, Martin J Menten, Linus Kreitner, Johannes C Paetzold, Daniel Ruckert, Sherry M Bassily, Ramy R Fikry, Ahmed M Hagag, Sobha Sivaprasad
Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy. Eye (London, England) 38 (9) (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Doris Kaltenecker, Rami Al-Maskari, Moritz Negwer, Luciano Hoeher, Florian Kofler, Shan Zhao, Mihail Todorov, Zhouyi Rong, Johannes Christian Paetzold, Benedikt Wiestler, Marie Piraud, Daniel Ruckert, Julia Geppert, Pauline Morigny, Maria Rohm, Bjoern H Menze, Stephan Herzig, Mauricio Berriel Diaz, Ali Erturk
Virtual reality-empowered deep-learning analysis of brain cells. Nature methods (2024)
Arun Somasundaram, Mingming Wu, Anna Reik, Selina Rupp, Jessie Han, Stella Naebauer, Daniela Junker, Lisa Patzelt, Meike Wiechert, Yu Zhao, Daniel Ruckert, Hans Hauner, Christina Holzapfel, Dimitrios C Karampinos
Evaluating Sex-specific Differences in Abdominal Fat Volume and Proton Density Fat Fraction at MRI Using Automated nnU-Net-based Segmentation. Radiology. Artificial intelligence 6 (4) (2024)
Arun Somasundaram, Mingming Wu, Anna Reik, Selina Rupp, Jessie Han, Stella Naebauer, Daniela Junker, Lisa Patzelt, Meike Wiechert, Yu Zhao, Daniel Ruckert, Hans Hauner, Christina Holzapfel, Dimitrios C Karampinos
Evaluating Sex-specific Differences in Abdominal Fat Volume and Proton Density Fat Fraction at MRI Using Automated nnU-Net-based Segmentation. Radiology. Artificial intelligence 6 (4) (2024)
Alaa E Fayed, Martin J Menten, Linus Kreitner, Johannes C Paetzold, Daniel Ruckert, Sherry M Bassily, Ramy R Fikry, Ahmed M Hagag, Sobha Sivaprasad
Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy. Eye (London, England) (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Alaa E Fayed, Martin J Menten, Linus Kreitner, Johannes C Paetzold, Daniel Ruckert, Sherry M Bassily, Ramy R Fikry, Ahmed M Hagag, Sobha Sivaprasad
Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy. Eye (London, England) 38 (9) (2024)
Doris Kaltenecker, Rami Al-Maskari, Moritz Negwer, Luciano Hoeher, Florian Kofler, Shan Zhao, Mihail Todorov, Zhouyi Rong, Johannes Christian Paetzold, Benedikt Wiestler, Marie Piraud, Daniel Ruckert, Julia Geppert, Pauline Morigny, Maria Rohm, Bjoern H Menze, Stephan Herzig, Mauricio Berriel Diaz, Ali Erturk
Virtual reality-empowered deep-learning analysis of brain cells. Nature methods 21 (7) (2024)
Arun Somasundaram, Mingming Wu, Anna Reik, Selina Rupp, Jessie Han, Stella Naebauer, Daniela Junker, Lisa Patzelt, Meike Wiechert, Yu Zhao, Daniel Ruckert, Hans Hauner, Christina Holzapfel, Dimitrios C Karampinos
Evaluating Sex-specific Differences in Abdominal Fat Volume and Proton Density Fat Fraction on MRI Scans Using Automated nnU-Net-based Segmentation. Radiology. Artificial intelligence (2024)
Alaa E Fayed, Martin J Menten, Linus Kreitner, Johannes C Paetzold, Daniel Ruckert, Sherry M Bassily, Ramy R Fikry, Ahmed M Hagag, Sobha Sivaprasad
Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy. Eye (London, England) 38 (9) (2024)
Doris Kaltenecker, Rami Al-Maskari, Moritz Negwer, Luciano Hoeher, Florian Kofler, Shan Zhao, Mihail Todorov, Zhouyi Rong, Johannes Christian Paetzold, Benedikt Wiestler, Marie Piraud, Daniel Ruckert, Julia Geppert, Pauline Morigny, Maria Rohm, Bjoern H Menze, Stephan Herzig, Mauricio Berriel Diaz, Ali Erturk
Virtual reality-empowered deep-learning analysis of brain cells. Nature methods 21 (7) (2024)
Ediem Al-Jibury, James W D King, Ya Guo, Boris Lenhard, Amanda G Fisher, Matthias Merkenschlager, Daniel Ruckert
A deep learning method for replicate-based analysis of chromosome conformation contacts using Siamese neural networks. Nature communications 14 (1) (2023)
Vyacheslav R Karolis, Sean P Fitzgibbon, Lucilio Cordero-Grande, Seyedeh-Rezvan Farahibozorg, Anthony N Price, Emer J Hughes, Ahmed E Fetit, Vanessa Kyriakopoulou, Maximilian Pietsch, Mary A Rutherford, Daniel Ruckert, Joseph V Hajnal, Anthony David Edwards, Jonathan O'Muircheartaigh, Eugene P Duff, Tomoki Arichi
Maturational networks of human fetal brain activity reveal emerging connectivity patterns prior to ex-utero exposure. Communications biology 6 (1) (2023)
Mark Lachmann, Elena Rippen, Daniel Ruckert, Tibor Schuster, Erion Xhepa, Moritz von Scheidt, Costanza Pellegrini, Teresa Trenkwalder, Tobias Rheude, Anja Stundl, Ruth Thalmann, Gerhard Harmsen, Shinsuke Yuasa, Heribert Schunkert, Adnan Kastrati, Michael Joner, Christian Kupatt, Karl-Ludwig Laugwitz
Harnessing feature extraction capacities from a pre-trained convolutional neural network (VGG-16) for the unsupervised distinction of aortic outflow velocity profiles in patients with severe aortic stenosis. European heart journal. Digital health 3 (2) (2022)
Mark Lachmann, Elena Rippen, Daniel Ruckert, Tibor Schuster, Erion Xhepa, Moritz von Scheidt, Costanza Pellegrini, Teresa Trenkwalder, Tobias Rheude, Anja Stundl, Ruth Thalmann, Gerhard Harmsen, Shinsuke Yuasa, Heribert Schunkert, Adnan Kastrati, Michael Joner, Christian Kupatt, Karl-Ludwig Laugwitz
Harnessing feature extraction capacities from a pre-trained convolutional neural network (VGG-16) for the unsupervised distinction of aortic outflow velocity profiles in patients with severe aortic stenosis. European heart journal. Digital health 3 (2) (2022)
Qi Dou, Tiffany Y So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios A Kaissis, Zeju Li, Weixin Si, Heather H C Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Ruckert, Ben Glocker, Simon C H Yu, Pheng Ann Heng
Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. NPJ digital medicine 5 (1) (2022)
Congyu Zou, Alexander Muller, Utschick Wolfgang, Daniel Ruckert, Phillip Muller, Matthias Becker, Alexander Steger, Eimo Martens
Heartbeat Classification by Random Forest With a Novel Context Feature: A Segment Label. IEEE journal of translational engineering in health and medicine 10 (2022)
Alexander Ziller, Tamara T Mueller, Rickmer F Braren, Daniel Ruckert, Georgios A Kaissis
Privacy: An Axiomatic Approach. Entropy (Basel, Switzerland) 24 (5) (2022)
Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Ronald M Summers, Daniel Ruckert
Systematic evaluation of iterative deep neural networks for fast parallel MRI reconstruction with sensitivity-weighted coil combination. Magnetic resonance in medicine 86 (4) (2021)
Qi Dou, Tiffany Y So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios A Kaissis, Zeju Li, Weixin Si, Heather H C Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Ruckert, Ben Glocker, Simon C H Yu, Pheng Ann Heng
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. NPJ digital medicine 4 (1) (2021)
Moritz Knolle, Georgios A Kaissis, Friederike Jungmann, Sebastian Ziegelmayer, Daniel Sasse, Marcus Makowski, Daniel Ruckert, Rickmer F Braren
Efficient, high-performance semantic segmentation using multi-scale feature extraction. PloS one 16 (8) (2021)
Hannah V Meyer, Timothy J W Dawes, Marta Serrani, Wenjia Bai, Paweł Tokarczuk, Jiashen Cai, Antonio de Marvao, Albert Henry, R Thomas Lumbers, Jakob Gierten, Thomas Thumberger, Joachim Wittbrodt, James Simon Ware, Daniel Ruckert, Paul M Matthews, Sanjay K Prasad, Maria L Costantino, Stuart A Cook, Ewan Birney, Declan P O'Regan
Genetic and functional insights into the fractal structure of the heart. Nature 584 (7822) (2020)
Wenjia Bai, Hideaki Suzuki, Jian Huang, Catherine Francis, Shuo Wang, Giacomo Tarroni, Florian Guitton, Nay Aung, Kenneth Fung, Steffen Erhard Petersen, Stefan K Piechnik, Stefan Neubauer, Evangelos Evangelou, Abbas Dehghan, Declan P O'Regan, Martin R Wilkins, Yike Guo, Paul M Matthews, Daniel Ruckert
A population-based phenome-wide association study of cardiac and aortic structure and function. Nature medicine 26 (10) (2020)
Jacques-Donald Tournier, Daan Christiaens, Jana Hutter, Anthony N Price, Lucilio Cordero-Grande, Emer J Hughes, Matteo Bastiani, Stamatios N Sotiropoulos, Stephen M Smith, Daniel Ruckert, Serena J Counsell, Anthony David Edwards, Joseph V Hajnal
A data-driven approach to optimising the encoding for multi-shell diffusion MRI with application to neonatal imaging. NMR in biomedicine 33 (9) (2020)
Gareth Ball, Jakob Seidlitz, Jonathan O'Muircheartaigh, Ralica Dimitrova, Daphna Fenchel, Antonios Makropoulos, Daan Christiaens, Andreas Schuh, Jonathan Passerat-Palmbach, Jana Hutter, Lucilio Cordero-Grande, Emer Hughes, Anthony Price, Jo V Hajnal, Daniel Ruckert, Emma C Robinson, Anthony David Edwards
Cortical morphology at birth reflects spatiotemporal patterns of gene expression in the fetal human brain. PLoS biology 18 (11) (2020)
Giacomo Tarroni, Wenjia Bai, Ozan Oktay, Andreas Schuh, Hideaki Suzuki, Ben Glocker, Paul M Matthews, Daniel Ruckert
Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank. Scientific reports 10 (1) (2020)
Gabriel Balaban, Brian P Halliday, Wenjia Bai, Bradley Porter, Carlotta Malvuccio, Pablo Lamata, Christopher A Rinaldi, Gernot Plank, Daniel Ruckert, Sanjay K Prasad, Martin J Bishop
Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort. PLoS computational biology 15 (10) (2019)