Daniel Rueckert

Affiliations
  • Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK.

Publications (74)

Evaluating severity of white matter lesions from computed tomography images with convolutional neural network.

Neuroradiology
Avec: Johanna Pitkänen , Juha Koikkalainen , Tuomas Nieminen , Ivan Marinkovic , Sami Curtze , Gerli Sibolt , Hanna Jokinen , Daniel Rueckert , Frederik Barkhof , Reinhold Schmidt , Leonardo Pantoni , Philip Scheltens , Lars-Olof Wahlund , Antti Korvenoja , Jyrki Lötjönen , Timo Erkinjuntti , Susanna Melkas

Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
Avec: Muhammad Febrian Rachmadi , Maria Del C Valdés-Hernández , Hongwei Li , Ricardo Guerrero , Rozanna Meijboom , Stewart Wiseman , Adam Waldman , Jianguo Zhang , Daniel Rueckert , Joanna Wardlaw , Taku Komura

Evaluating reinforcement learning agents for anatomical landmark detection.

Medical image analysis
Avec: Amir Alansary , Ozan Oktay , Yuanwei Li , Loic Le Folgoc , Benjamin Hou , Ghislain Vaillant , Konstantinos Kamnitsas , Athanasios Vlontzos , Ben Glocker , Bernhard Kainz , Daniel Rueckert

Attention gated networks: Learning to leverage salient regions in medical images.

Medical image analysis
Avec: Jo Schlemper , Ozan Oktay , Michiel Schaap , Mattias Heinrich , Bernhard Kainz , Ben Glocker , Daniel Rueckert

A Multicenter, Scan-Rescan, Human and Machine Learning CMR Study to Test Generalizability and Precision in Imaging Biomarker Analysis.

Circulation. Cardiovascular imaging
Avec: Anish Bhuva , Wenjia Bai , Clement Lau , Rhodri Davies , Yang Ye , Heeraj Bulluck , Elisa McAlindon , Veronica Culotta , Peter Swoboda , Gabriella Captur , Thomas Treibel , Joao Augusto , Kristopher Knott , Andreas Seraphim , Graham Cole , Steffen Petersen , Nicola Edwards , John Greenwood , Chiara Bucciarelli-Ducci , Alun Hughes , Daniel Rueckert , James Moon , Charlotte Manisty

Phenotyping the Preterm Brain: Characterizing Individual Deviations From Normative Volumetric Development in Two Large Infant Cohorts.

Cerebral cortex (New York, N.Y. : 1991)
Avec: Ralica Dimitrova , Sophie Arulkumaran , Olivia Carney , Andrew Chew , Shona Falconer , Judit Ciarrusta , Thomas Wolfers , Dafnis Batalle , Lucilio Cordero-Grande , Anthony N Price , Rui P A G Teixeira , Emer Hughes , Alexia Egloff , Jana Hutter , Antonios Makropoulos , Emma C Robinson , Andreas Schuh , Katy Vecchiato , Johannes K Steinweg , Russell Macleod , Andre F Marquand , Grainne McAlonan , Mary A Rutherford , Serena J Counsell , Stephen M Smith , Daniel Rueckert , Joseph V Hajnal , Jonathan O'Muircheartaigh , A David Edwards

Systematic evaluation of iterative deep neural networks for fast parallel MRI reconstruction with sensitivity-weighted coil combination.

Magnetic resonance in medicine
Avec: Kerstin Hammernik , Jo Schlemper , Chen Qin , Jinming Duan , Ronald M Summers , Daniel Rueckert

De Novo Radiomics Approach Using Image Augmentation and Features From T1 Mapping to Predict Gleason Scores in Prostate Cancer.

Investigative radiology
Avec: Marcus R Makowski , Keno K Bressem , Luise Franz , Avan Kader , Stefan M Niehues , Sarah Keller , Daniel Rueckert , Lisa C Adams

Phenotypic Expression and Outcomes in Individuals With Rare Genetic Variants of Hypertrophic Cardiomyopathy.

Journal of the American College of Cardiology
Avec: Antonio de Marvao , Kathryn A McGurk , Sean L Zheng , Marjola Thanaj , Wenjia Bai , Jinming Duan , Carlo Biffi , Francesco Mazzarotto , Ben Statton , Timothy J W Dawes , Nicolò Savioli , Brian P Halliday , Xiao Xu , Rachel J Buchan , A John Baksi , Marina Quinlan , Paweł Tokarczuk , Upasana Tayal , Catherine Francis , Nicola Whiffin , Pantazis I Theotokis , Xiaolei Zhang , Mikyung Jang , Alaine Berry , Antonis Pantazis , Paul J R Barton , Daniel Rueckert , Sanjay K Prasad , Roddy Walsh , Carolyn Y Ho , Stuart A Cook , James S Ware , Declan P O'Regan

Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age.

NeuroImage
Avec: Ralica Dimitrova , Maximilian Pietsch , Judit Ciarrusta , Sean P Fitzgibbon , Logan Z J Williams , Daan Christiaens , Lucilio Cordero-Grande , Dafnis Batalle , Antonios Makropoulos , Andreas Schuh , Anthony N Price , Jana Hutter , Rui Pag Teixeira , Emer Hughes , Andrew Chew , Shona Falconer , Olivia Carney , Alexia Egloff , J-Donald Tournier , Grainne McAlonan , Mary A Rutherford , Serena J Counsell , Emma C Robinson , Joseph V Hajnal , Daniel Rueckert , A David Edwards , Jonathan O'Muircheartaigh

Precision measurement of cardiac structure and function in cardiovascular magnetic resonance using machine learning.

Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance
Avec: Rhodri H Davies , João B Augusto , Anish Bhuva , Hui Xue , Thomas A Treibel , Yang Ye , Rebecca K Hughes , Wenjia Bai , Clement Lau , Hunain Shiwani , Marianna Fontana , Rebecca Kozor , Anna Herrey , Luis R Lopes , Viviana Maestrini , Stefania Rosmini , Steffen E Petersen , Peter Kellman , Daniel Rueckert , John P Greenwood , Gabriella Captur , Charlotte Manisty , Erik Schelbert , James C Moon

Development of neonatal brain functional centrality and alterations associated with preterm birth.

Cerebral cortex (New York, N.Y. : 1991)
Avec: Sunniva Fenn-Moltu , Sean P Fitzgibbon , Judit Ciarrusta , Michael Eyre , Lucilio Cordero-Grande , Andrew Chew , Shona Falconer , Oliver Gale-Grant , Nicholas Harper , Ralica Dimitrova , Katy Vecchiato , Daphna Fenchel , Ayesha Javed , Megan Earl , Anthony N Price , Emer Hughes , Eugene P Duff , Jonathan O'Muircheartaigh , Chiara Nosarti , Tomoki Arichi , Daniel Rueckert , Serena Counsell , Joseph V Hajnal , A David Edwards , Grainne McAlonan , Dafnis Batalle

CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs.

IEEE transactions on medical imaging
Avec: Qiang Ma , Liu Li , Emma C Robinson , Bernhard Kainz , Daniel Rueckert , Amir Alansary

Enhancing MR image segmentation with realistic adversarial data augmentation.

Medical image analysis
Avec: Chen Chen , Chen Qin , Cheng Ouyang , Zeju Li , Shuo Wang , Huaqi Qiu , Liang Chen , Giacomo Tarroni , Wenjia Bai , Daniel Rueckert

Chromatin jets define the properties of cohesin-driven in vivo loop extrusion.

Molecular cell
Avec: Ya Guo , Ediem Al-Jibury , Rosalba Garcia-Millan , Konstantinos Ntagiantas , James W D King , Alex J Nash , Niels Galjart , Boris Lenhard , Daniel Rueckert , Amanda G Fisher , Gunnar Pruessner , Matthias Merkenschlager

Comparison of Novel Volumetric Microperimetry Metrics in Intermediate Age-Related Macular Degeneration: PINNACLE Study Report 3.

Translational vision science & technology
Avec: Philipp Anders , Ghislaine L Traber , Maximilian Pfau , Sophie Riedl , Ahmed M Hagag , Hanna Camenzind , Julia Mai , Rebecca Kaye , Hrvoje Bogunovic , Lars G Fritsche , Daniel Rueckert , Ursula Schmidt-Erfurth , Sobha Sivaprasad , Andrew J Lotery , Hendrik P N Scholl

A deep learning method for replicate-based analysis of chromosome conformation contacts using Siamese neural networks.

Nature communications
Avec: Ediem Al-Jibury , James W D King , Ya Guo , Boris Lenhard , Amanda G Fisher , Matthias Merkenschlager , Daniel Rueckert

A distinct stimulatory cDC1 subpopulation amplifies CD8

Cancer cell
Avec: Philippa Meiser , Moritz A Knolle , Anna Hirschberger , Gustavo P de Almeida , Felix Bayerl , Sebastian Lacher , Anna-Marie Pedde , Sophie Flommersfeld , Julian Hönninger , Leonhard Stark , Fabian Stögbauer , Martina Anton , Markus Wirth , Dirk Wohlleber , Katja Steiger , Veit R Buchholz , Barbara Wollenberg , Christina E Zielinski , Rickmer Braren , Daniel Rueckert , Percy A Knolle , Georgios Kaissis , Jan P Böttcher

Automatic body part identification in real-world clinical dermatological images using machine learning.

Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG
Avec: Sebastian Sitaru , Talel Oueslati , Maximilian C Schielein , Johanna Weis , Robert Kaczmarczyk , Daniel Rueckert , Tilo Biedermann , Alexander Zink

Federated electronic health records for the European Health Data Space.

The Lancet. Digital health
Avec: René Raab , Arne Küderle , Anastasiya Zakreuskaya , Ariel D Stern , Jochen Klucken , Georgios Kaissis , Daniel Rueckert , Susanne Boll , Roland Eils , Harald Wagener , Bjoern M Eskofier

Systematic review of prognostic factors associated with progression to late age-related macular degeneration: Pinnacle study report 2.

Survey of ophthalmology
Avec: Ahmed M Hagag , Rebecca Kaye , Vy Hoang , Sophie Riedl , Philipp Anders , Beth Stuart , Ghislaine Traber , Christian Appenzeller-Herzog , Ursula Schmidt-Erfurth , Hrvoje Bogunovic , Hendrik P Scholl , Toby Prevost , Lars Fritsche , Daniel Rueckert , Sobha Sivaprasad , Andrew J Lotery

Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI.

Medical image analysis
Avec: Jiazhen Pan , Manal Hamdi , Wenqi Huang , Kerstin Hammernik , Thomas Kuestner , Daniel Rueckert

Roadmap on the use of artificial intelligence for imaging of vulnerable atherosclerotic plaque in coronary arteries.

Nature reviews. Cardiology
Avec: Bernhard Föllmer , Michelle C Williams , Damini Dey , Armin Arbab-Zadeh , Pál Maurovich-Horvat , Rick H J A Volleberg , Daniel Rueckert , Julia A Schnabel , David E Newby , Marc R Dweck , Giulio Guagliumi , Volkmar Falk , Aldo J Vázquez Mézquita , Federico Biavati , Ivana Išgum , Marc Dewey

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
Avec: Marica Muffoletto , Hao Xu , Richard Burns , Avan Suinesiaputra , Anastasia Nasopoulou , Karl P Kunze , Radhouene Neji , Steffen E Petersen , Steven A Niederer , Daniel Rueckert , Alistair A Young

Transformer models in biomedicine.

BMC medical informatics and decision making
Avec: Sumit Madan , Manuel Lentzen , Johannes Brandt , Daniel Rueckert , Martin Hofmann-Apitius , Holger Fröhlich

Impact of metadata in multimodal classification of bone tumours.

BMC musculoskeletal disorders
Avec: Florian Hinterwimmer , Michael Guenther , Sarah Consalvo , Jan Neumann , Alexandra Gersing , Klaus Woertler , Rüdiger von Eisenhart-Rothe , Rainer Burgkart , Daniel Rueckert

Cardiac Rhythm Device Identification Using Neural Networks.

JACC. Clinical electrophysiology
Avec: James P Howard , Louis Fisher , Matthew J Shun-Shin , Daniel Keene , Ahran D Arnold , Yousif Ahmad , Christopher M Cook , James C Moon , Charlotte H Manisty , Zach I Whinnett , Graham D Cole , Daniel Rueckert , Darrel P Francis

Sex and regional differences in myocardial plasticity in aortic stenosis are revealed by 3D model machine learning.

European heart journal. Cardiovascular Imaging
Avec: Anish N Bhuva , Thomas A Treibel , Antonio De Marvao , Carlo Biffi , Timothy J W Dawes , Georgia Doumou , Wenjia Bai , Kush Patel , Redha Boubertakh , Daniel Rueckert , Declan P O'Regan , Alun D Hughes , James C Moon , Charlotte H Manisty

Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study.

Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance
Avec: Robert Robinson , Vanya V Valindria , Wenjia Bai , Ozan Oktay , Bernhard Kainz , Hideaki Suzuki , Mihir M Sanghvi , Nay Aung , José Miguel Paiva , Filip Zemrak , Kenneth Fung , Elena Lukaschuk , Aaron M Lee , Valentina Carapella , Young Jin Kim , Stefan K Piechnik , Stefan Neubauer , Steffen E Petersen , Chris Page , Paul M Matthews , Daniel Rueckert , Ben Glocker

Identifying the optimal regional predictor of right ventricular global function: a high-resolution three-dimensional cardiac magnetic resonance study.

Anaesthesia
Avec: T J W Dawes , A de Marvao , W Shi , D Rueckert , S A Cook , D P O'Regan

Heterogeneity in Brain Microstructural Development Following Preterm Birth.

Cerebral cortex (New York, N.Y. : 1991)
Avec: Ralica Dimitrova , Maximilian Pietsch , Daan Christiaens , Judit Ciarrusta , Thomas Wolfers , Dafnis Batalle , Emer Hughes , Jana Hutter , Lucilio Cordero-Grande , Anthony N Price , Andrew Chew , Shona Falconer , Katy Vecchiato , Johannes K Steinweg , Olivia Carney , Mary A Rutherford , J-Donald Tournier , Serena J Counsell , Andre F Marquand , Daniel Rueckert , Joseph V Hajnal , Grainne McAlonan , A David Edwards , Jonathan O'Muircheartaigh

Deep Learning for Cardiac Image Segmentation: A Review.

Frontiers in cardiovascular medicine
Avec: Chen Chen , Chen Qin , Huaqi Qiu , Giacomo Tarroni , Jinming Duan , Wenjia Bai , Daniel Rueckert

Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain.

Cerebral cortex (New York, N.Y. : 1991)
Avec: Daphna Fenchel , Ralica Dimitrova , Jakob Seidlitz , Emma C Robinson , Dafnis Batalle , Jana Hutter , Daan Christiaens , Maximilian Pietsch , Jakki Brandon , Emer J Hughes , Joanna Allsop , Camilla O'Keeffe , Anthony N Price , Lucilio Cordero-Grande , Andreas Schuh , Antonios Makropoulos , Jonathan Passerat-Palmbach , Jelena Bozek , Daniel Rueckert , Joseph V Hajnal , Armin Raznahan , Grainne McAlonan , A David Edwards , Jonathan O'Muircheartaigh

Automated analysis and detection of abnormalities in transaxial anatomical cardiovascular magnetic resonance images: a proof of concept study with potential to optimize image acquisition.

The international journal of cardiovascular imaging
Avec: James P Howard , Sameer Zaman , Aaraby Ragavan , Kerry Hall , Greg Leonard , Sharon Sutanto , Vijay Ramadoss , Yousuf Razvi , Nick F Linton , Anil Bharath , Matthew Shun-Shin , Daniel Rueckert , Darrel Francis , Graham Cole

Late-Gadolinium Enhancement Interface Area and Electrophysiological Simulations Predict Arrhythmic Events in Patients With Nonischemic Dilated Cardiomyopathy.

JACC. Clinical electrophysiology
Avec: Gabriel Balaban , Brian P Halliday , Bradley Porter , Wenjia Bai , Ståle Nygåard , Ruth Owen , Suzan Hatipoglu , Nuno Dias Ferreira , Cemil Izgi , Upasana Tayal , Ben Corden , James Ware , Dudley J Pennell , Daniel Rueckert , Gernot Plank , Christopher A Rinaldi , Sanjay K Prasad , Martin J Bishop

Efficient, high-performance semantic segmentation using multi-scale feature extraction.

PloS one
Avec: Moritz Knolle , Georgios Kaissis , Friederike Jungmann , Sebastian Ziegelmayer , Daniel Sasse , Marcus Makowski , Daniel Rueckert , Rickmer Braren

Complementary time-frequency domain networks for dynamic parallel MR image reconstruction.

Magnetic resonance in medicine
Avec: Chen Qin , Jinming Duan , Kerstin Hammernik , Jo Schlemper , Thomas Küstner , René Botnar , Claudia Prieto , Anthony N Price , Joseph V Hajnal , Daniel Rueckert

Prediction of complications and surgery duration in primary TKA with high accuracy using machine learning with arthroplasty-specific data.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Avec: Florian Hinterwimmer , Igor Lazic , Severin Langer , Christian Suren , Fiona Charitou , Michael T Hirschmann , Georg Matziolis , Fritz Seidl , Florian Pohlig , Daniel Rueckert , Rainer Burgkart , Rüdiger von Eisenhart-Rothe

The developing brain structural and functional connectome fingerprint.

Developmental cognitive neuroscience
Avec: Judit Ciarrusta , Daan Christiaens , Sean P Fitzgibbon , Ralica Dimitrova , Jana Hutter , Emer Hughes , Eugene Duff , Anthony N Price , Lucilio Cordero-Grande , J-Donald Tournier , Daniel Rueckert , Joseph V Hajnal , Tomoki Arichi , Grainne McAlonan , A David Edwards , Dafnis Batalle

Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration-the PINNACLE trial protocol.

Eye (London, England)
Avec: Janice Sutton , Martin J Menten , Sophie Riedl , Hrvoje Bogunović , Oliver Leingang , Philipp Anders , Ahmed M Hagag , Sebastian Waldstein , Amber Wilson , Angela J Cree , Ghislaine Traber , Lars G Fritsche , Hendrik Scholl , Daniel Rueckert , Ursula Schmidt-Erfurth , Sobha Sivaprasad , Toby Prevost , Andrew Lotery

Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy.

Eye (London, England)
Avec: Alaa E Fayed , Martin J Menten , Linus Kreitner , Johannes C Paetzold , Daniel Rueckert , Sherry M Bassily , Ramy R Fikry , Ahmed M Hagag , Sobha Sivaprasad

Recommender-based bone tumour classification with radiographs-a link to the past.

European radiology
Avec: Florian Hinterwimmer , Ricardo Smits Serena , Nikolas Wilhelm , Sebastian Breden , Sarah Consalvo , Fritz Seidl , Dominik Juestel , Rainer H H Burgkart , Klaus Woertler , Ruediger von Eisenhart-Rothe , Jan Neumann , Daniel Rueckert

Anatomical attention can help to segment the dilated pancreatic duct in abdominal CT.

International journal of computer assisted radiology and surgery
Avec: Chen Shen , Holger R Roth , Yuichiro Hayashi , Masahiro Oda , Gen Sato , Tadaaki Miyamoto , Daniel Rueckert , Kensaku Mori

Reconstruction-driven motion estimation for motion-compensated MR CINE imaging.

IEEE transactions on medical imaging
Avec: Jiazhen Pan , Wenqi Huang , Daniel Rueckert , Thomas Kustner , Kerstin Hammernik

SAM-X: sorting algorithm for musculoskeletal x-ray radiography.

European radiology
Avec: Florian Hinterwimmer , Sarah Consalvo , Nikolas Wilhelm , Fritz Seidl , Rainer H H Burgkart , Rüdiger von Eisenhart-Rothe , Daniel Rueckert , Jan Neumann

Single-heartbeat cardiac cine imaging via jointly regularized nonrigid motion-corrected reconstruction.

NMR in biomedicine
Avec: Gastao Cruz , Kerstin Hammernik , Thomas Kuestner , Carlos Velasco , Alina Hua , Tevfik Fehmi Ismail , Daniel Rueckert , Rene Michael Botnar , Claudia Prieto

The Multiscale Surface Vision Transformer.

ArXiv
Avec: Simon Dahan , Abdulah Fawaz , Mohamed A Suliman , Mariana da Silva , Logan Z J Williams , Daniel Rueckert , Emma C Robinson

CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy.

IEEE transactions on medical imaging
Avec: Mengyun Qiao , Shuo Wang , Huaqi Qiu , Antonio De Marvao , Declan P O'Regan , Daniel Rueckert , Wenjia Bai

Identifying core MRI sequences for reliable automatic brain metastasis segmentation.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology
Avec: Josef A Buchner , Jan C Peeken , Lucas Etzel , Ivan Ezhov , Michael Mayinger , Sebastian M Christ , Thomas B Brunner , Andrea Wittig , Bjoern H Menze , Claus Zimmer , Bernhard Meyer , Matthias Guckenberger , Nicolaus Andratschke , Rami A El Shafie , Jürgen Debus , Susanne Rogers , Oliver Riesterer , Katrin Schulze , Horst J Feldmann , Oliver Blanck , Constantinos Zamboglou , Konstantinos Ferentinos , Angelika Bilger , Anca L Grosu , Robert Wolff , Jan S Kirschke , Kerstin A Eitz , Stephanie E Combs , Denise Bernhardt , Daniel Rueckert , Marie Piraud , Benedikt Wiestler , Florian Kofler

LST-AI: a Deep Learning Ensemble for Accurate MS Lesion Segmentation.

medRxiv : the preprint server for health sciences
Avec: Tun Wiltgen , Julian McGinnis , Sarah Schlaeger , Florian Kofler , CuiCi Voon , Achim Berthele , Daria Bischl , Lioba Grundl , Nikolaus Will , Marie Metz , David Schinz , Dominik Sepp , Philipp Prucker , Benita Schmitz-Koep , Claus Zimmer , Bjoern Menze , Daniel Rueckert , Bernhard Hemmer , Jan Kirschke , Mark Mühlau , Benedikt Wiestler

Evaluating Sex-specific Differences in Abdominal Fat Volume and Proton Density Fat Fraction at MRI Using Automated nnU-Net-based Segmentation.

Radiology. Artificial intelligence
Avec: Arun Somasundaram , Mingming Wu , Anna Reik , Selina Rupp , Jessie Han , Stella Naebauer , Daniela Junker , Lisa Patzelt , Meike Wiechert , Yu Zhao , Daniel Rueckert , Hans Hauner , Christina Holzapfel , Dimitrios C Karampinos

Deep learning for autosegmentation for radiotherapy treatment planning: State-of-the-art and novel perspectives.

Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]
Avec: Ayhan Can Erdur , Daniel Rusche , Daniel Scholz , Johannes Kiechle , Stefan Fischer , Óscar Llorián-Salvador , Josef A Buchner , Mai Q Nguyen , Lucas Etzel , Jonas Weidner , Marie-Christin Metz , Benedikt Wiestler , Julia Schnabel , Daniel Rueckert , Stephanie E Combs , Jan C Peeken

Data- and Physics-driven Deep Learning Based Reconstruction for Fast MRI: Fundamentals and Methodologies.

IEEE reviews in biomedical engineering
Avec: Jiahao Huang , Yinzhe Wu , Fanwen Wang , Yingying Fang , Yang Nan , Cagan Alkan , Daniel Abraham , Congyu Liao , Lei Xu , Zhifan Gao , Weiwen Wu , Lei Zhu , Zhaolin Chen , Peter Lally , Neal Bangerter , Kawin Setsompop , Yike Guo , Daniel Rueckert , Ge Wang , Guang Yang

Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models.

IEEE transactions on medical imaging
Avec: Carlo Biffi , Juan J Cerrolaza , Giacomo Tarroni , Wenjia Bai , Antonio de Marvao , Ozan Oktay , Christian Ledig , Loic Le Folgoc , Konstantinos Kamnitsas , Georgia Doumou , Jinming Duan , Sanjay K Prasad , Stuart A Cook , Declan P O'Regan , Daniel Rueckert

A population-based phenome-wide association study of cardiac and aortic structure and function.

Nature medicine
Avec: Wenjia Bai , Hideaki Suzuki , Jian Huang , Catherine Francis , Shuo Wang , Giacomo Tarroni , Florian Guitton , Nay Aung , Kenneth Fung , Steffen E Petersen , Stefan K Piechnik , Stefan Neubauer , Evangelos Evangelou , Abbas Dehghan , Declan P O'Regan , Martin R Wilkins , Yike Guo , Paul M Matthews , Daniel Rueckert

Volume Change in Frontal Cholinergic Structures After Traumatic Brain Injury and Cognitive Outcome.

Frontiers in neurology
Avec: Anna Östberg , Christian Ledig , Ari Katila , Henna-Riikka Maanpää , Jussi P Posti , Riikka Takala , Jussi Tallus , Ben Glocker , Daniel Rueckert , Olli Tenovuo

Genetic and functional insights into the fractal structure of the heart.

Nature
Avec: 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 S Ware , Daniel Rueckert , Paul M Matthews , Sanjay K Prasad , Maria L Costantino , Stuart A Cook , Ewan Birney , Declan P O'Regan

Brain Connectivity Measures Improve Modeling of Functional Outcome After Acute Ischemic Stroke.

Stroke
Avec: Sofia Ira Ktena , Markus D Schirmer , Mark R Etherton , Anne-Katrin Giese , Carissa Tuozzo , Brittany B Mills , Daniel Rueckert , Ona Wu , Natalia S Rost

Self-supervised learning for medical image analysis using image context restoration.

Medical image analysis
Avec: Liang Chen , Paul Bentley , Kensaku Mori , Kazunari Misawa , Michitaka Fujiwara , Daniel Rueckert

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.

Medical image analysis
Avec: Ilkay Oksuz , Bram Ruijsink , Esther Puyol-Antón , James R Clough , Gastao Cruz , Aurelien Bustin , Claudia Prieto , Rene Botnar , Daniel Rueckert , Julia A Schnabel , Andrew P King

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach.

IEEE transactions on medical imaging
Avec: Jinming Duan , Ghalib Bello , Jo Schlemper , Wenjia Bai , Timothy J W Dawes , Carlo Biffi , Antonio de Marvao , Georgia Doumoud , Declan P O'Regan , Daniel Rueckert

Computational anatomy for multi-organ analysis in medical imaging: A review.

Medical image analysis
Avec: Juan J Cerrolaza , Mirella López Picazo , Ludovic Humbert , Yoshinobu Sato , Daniel Rueckert , Miguel Ángel González Ballester , Marius George Linguraru

Investigating altered brain development in infants with congenital heart disease using tensor-based morphometry.

Scientific reports
Avec: Isabel H X Ng , Alexandra F Bonthrone , Christopher J Kelly , Lucilio Cordero-Grande , Emer J Hughes , Anthony N Price , Jana Hutter , Suresh Victor , Andreas Schuh , Daniel Rueckert , Joseph V Hajnal , John Simpson , A David Edwards , Mary A Rutherford , Dafnis Batalle , Serena J Counsell

Machine learning in knee arthroplasty: specific data are key-a systematic review.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Avec: Florian Hinterwimmer , Igor Lazic , Christian Suren , Michael T Hirschmann , Florian Pohlig , Daniel Rueckert , Rainer Burgkart , Rüdiger von Eisenhart-Rothe

T1, T2, and Fat Fraction Cardiac MR Fingerprinting: Preliminary Clinical Evaluation.

Journal of magnetic resonance imaging : JMRI
Avec: Olivier Jaubert , Gastao Cruz , Aurelien Bustin , Reza Hajhosseiny , Sohaib Nazir , Torben Schneider , Peter Koken , Mariya Doneva , Daniel Rueckert , Pier-Giorgio Masci , Rene M Botnar , Claudia Prieto

Discriminating electrocardiographic responses to His-bundle pacing using machine learning.

Cardiovascular digital health journal
Avec: Ahran D Arnold , James P Howard , Aiswarya A Gopi , Cheng Pou Chan , Nadine Ali , Daniel Keene , Matthew J Shun-Shin , Yousif Ahmad , Ian J Wright , Fu Siong Ng , Nick W F Linton , Prapa Kanagaratnam , Nicholas S Peters , Daniel Rueckert , Darrel P Francis , Zachary I Whinnett

Cortical morphology at birth reflects spatiotemporal patterns of gene expression in the fetal human brain.

PLoS biology
Avec: 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 Rueckert , Emma C Robinson , A David Edwards

Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study.

The Lancet. Digital health
Avec: Miguel Monteiro , Virginia F J Newcombe , Francois Mathieu , Krishma Adatia , Konstantinos Kamnitsas , Enzo Ferrante , Tilak Das , Daniel Whitehouse , Daniel Rueckert , David K Menon , Ben Glocker

Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
Avec: Esther Puyol-Antón , Chen Chen , James R Clough , Bram Ruijsink , Baldeep S Sidhu , Justin Gould , Bradley Porter , Marc Elliott , Vishal Mehta , Daniel Rueckert , Christopher A Rinaldi , Andrew P King

Incidental findings on brain MR imaging of asymptomatic term neonates in the Developing Human Connectome Project.

EClinicalMedicine
Avec: Olivia Carney , Emer Hughes , Nora Tusor , Ralica Dimitrova , Sophie Arulkumaran , Kelly Pegoretti Baruteau , Alexia Egloff Collado , Lucilio Cordero-Grande , Andrew Chew , Shona Falconer , Joanna M Allsop , Daniel Rueckert , Joseph Hajnal , A David Edwards , Mary Rutherford

Predicting age and clinical risk from the neonatal connectome.

NeuroImage
Avec: Yassine Taoudi-Benchekroun , Daan Christiaens , Irina Grigorescu , Oliver Gale-Grant , Andreas Schuh , Maximilian Pietsch , Andrew Chew , Nicholas Harper , Shona Falconer , Tanya Poppe , Emer Hughes , Jana Hutter , Anthony N Price , J-Donald Tournier , Lucilio Cordero-Grande , Serena J Counsell , Daniel Rueckert , Tomoki Arichi , Joseph V Hajnal , A David Edwards , Maria Deprez , Dafnis Batalle

Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations.

IEEE transactions on medical imaging
Avec: Linus Kreitner , Johannes C Paetzold , Nikolaus Rauch , Chen Chen , Ahmed M Hagag , Alaa E Fayed , Sobha Sivaprasad , Sebastian Rausch , Julian Weichsel , Bjoern H Menze , Matthias Harders , Benjamin Knier , Daniel Rueckert , Martin J Menten

Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation.

European radiology experimental
Avec: Robert Graf , Joachim Schmitt , Sarah Schlaeger , Hendrik Kristian Möller , Vasiliki Sideri-Lampretsa , Anjany Sekuboyina , Sandro Manuel Krieg , Benedikt Wiestler , Bjoern Menze , Daniel Rueckert , Jan Stefan Kirschke

Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge.

Medical image analysis
Avec: Xiahai Zhuang , Jiahang Xu , Xinzhe Luo , Chen Chen , Cheng Ouyang , Daniel Rueckert , Victor M Campello , Karim Lekadir , Sulaiman Vesal , Nishant RaviKumar , Yashu Liu , Gongning Luo , Jingkun Chen , Hongwei Li , Buntheng Ly , Maxime Sermesant , Holger Roth , Wentao Zhu , Jiexiang Wang , Xinghao Ding , Xinyue Wang , Sen Yang , Lei Li

Réseau de co-auteurs

Wenjia Bai 13 collaborations
Lucilio Cordero-Grande 10 collaborations
A David Edwards 10 collaborations
Anthony N Price 9 collaborations
Joseph V Hajnal 9 collaborations
Ralica Dimitrova 8 collaborations
Dafnis Batalle 8 collaborations
Emer Hughes 8 collaborations
Jana Hutter 8 collaborations
Declan P O'Regan 7 collaborations
Andrew Chew 6 collaborations
Shona Falconer 6 collaborations
Emma C Robinson 6 collaborations
Andreas Schuh 6 collaborations
Grainne McAlonan 6 collaborations
Jonathan O'Muircheartaigh 6 collaborations
Jinming Duan 6 collaborations
Daan Christiaens 6 collaborations
Ben Glocker 5 collaborations
Judit Ciarrusta 5 collaborations
Serena J Counsell 5 collaborations
Kerstin Hammernik 5 collaborations
Chen Chen 5 collaborations
Ahmed M Hagag 5 collaborations
Sobha Sivaprasad 5 collaborations
Florian Hinterwimmer 5 collaborations
Ozan Oktay 4 collaborations
Bernhard Kainz 4 collaborations
Jo Schlemper 4 collaborations
Olivia Carney 4 collaborations
Antonios Makropoulos 4 collaborations
Mary A Rutherford 4 collaborations
Chen Qin 4 collaborations
Antonio de Marvao 4 collaborations
Carlo Biffi 4 collaborations
Timothy J W Dawes 4 collaborations
Sanjay K Prasad 4 collaborations
Maximilian Pietsch 4 collaborations
J-Donald Tournier 4 collaborations
Steffen E Petersen 4 collaborations
Giacomo Tarroni 4 collaborations
Rüdiger von Eisenhart-Rothe 4 collaborations
Claudia Prieto 4 collaborations
Benedikt Wiestler 4 collaborations
Konstantinos Kamnitsas 3 collaborations
Katy Vecchiato 3 collaborations
Stuart A Cook 3 collaborations
Sean P Fitzgibbon 3 collaborations
James C Moon 3 collaborations
Daphna Fenchel 3 collaborations
Tomoki Arichi 3 collaborations
Shuo Wang 3 collaborations
Huaqi Qiu 3 collaborations
Philipp Anders 3 collaborations
Sophie Riedl 3 collaborations
Ursula Schmidt-Erfurth 3 collaborations
Georgios Kaissis 3 collaborations
Sarah Consalvo 3 collaborations
Jan Neumann 3 collaborations
Rainer Burgkart 3 collaborations
James P Howard 3 collaborations
Paul M Matthews 3 collaborations
Fritz Seidl 3 collaborations
Martin J Menten 3 collaborations
Gastao Cruz 3 collaborations
Hongwei Li 2 collaborations
Amir Alansary 2 collaborations
Loic Le Folgoc 2 collaborations
Anish Bhuva 2 collaborations
Clement Lau 2 collaborations
Yang Ye 2 collaborations
Gabriella Captur 2 collaborations
Graham Cole 2 collaborations
Charlotte Manisty 2 collaborations
Sophie Arulkumaran 2 collaborations
Thomas Wolfers 2 collaborations
Alexia Egloff 2 collaborations
Johannes K Steinweg 2 collaborations
Andre F Marquand 2 collaborations
Brian P Halliday 2 collaborations
Paweł Tokarczuk 2 collaborations
Upasana Tayal 2 collaborations
Catherine Francis 2 collaborations
James S Ware 2 collaborations
Logan Z J Williams 2 collaborations
Thomas A Treibel 2 collaborations
Oliver Gale-Grant 2 collaborations
Nicholas Harper 2 collaborations
Cheng Ouyang 2 collaborations
Liang Chen 2 collaborations
Ya Guo 2 collaborations
Ediem Al-Jibury 2 collaborations
James W D King 2 collaborations
Boris Lenhard 2 collaborations
Amanda G Fisher 2 collaborations
Matthias Merkenschlager 2 collaborations
Rebecca Kaye 2 collaborations
Hrvoje Bogunovic 2 collaborations
Lars G Fritsche 2 collaborations
Andrew J Lotery 2 collaborations
Rickmer Braren 2 collaborations
Ghislaine Traber 2 collaborations
Toby Prevost 2 collaborations
Jiazhen Pan 2 collaborations
Wenqi Huang 2 collaborations
Thomas Kuestner 2 collaborations
Julia A Schnabel 2 collaborations
Klaus Woertler 2 collaborations
Matthew J Shun-Shin 2 collaborations
Daniel Keene 2 collaborations
Ahran D Arnold 2 collaborations
Yousif Ahmad 2 collaborations
Charlotte H Manisty 2 collaborations
Darrel P Francis 2 collaborations
Antonio De Marvao 2 collaborations
Georgia Doumou 2 collaborations
Hideaki Suzuki 2 collaborations
Nay Aung 2 collaborations
Kenneth Fung 2 collaborations
Stefan K Piechnik 2 collaborations
Stefan Neubauer 2 collaborations
Jakob Seidlitz 2 collaborations
Emer J Hughes 2 collaborations
Jonathan Passerat-Palmbach 2 collaborations
Bradley Porter 2 collaborations
Christopher A Rinaldi 2 collaborations
Igor Lazic 2 collaborations
Christian Suren 2 collaborations
Michael T Hirschmann 2 collaborations
Florian Pohlig 2 collaborations
Alaa E Fayed 2 collaborations
Linus Kreitner 2 collaborations
Johannes C Paetzold 2 collaborations
Nikolas Wilhelm 2 collaborations
Rainer H H Burgkart 2 collaborations
Kensaku Mori 2 collaborations
Josef A Buchner 2 collaborations
Jan C Peeken 2 collaborations
Lucas Etzel 2 collaborations
Bjoern H Menze 2 collaborations
Claus Zimmer 2 collaborations
Stephanie E Combs 2 collaborations
Florian Kofler 2 collaborations
Sarah Schlaeger 2 collaborations
Bjoern Menze 2 collaborations
Yike Guo 2 collaborations
Juan J Cerrolaza 2 collaborations
Christian Ledig 2 collaborations
Bram Ruijsink 2 collaborations
Esther Puyol-Antón 2 collaborations
James R Clough 2 collaborations
Aurelien Bustin 2 collaborations
Andrew P King 2 collaborations
Johanna Pitkänen 1 collaboration
Juha Koikkalainen 1 collaboration
Tuomas Nieminen 1 collaboration
Ivan Marinkovic 1 collaboration
Sami Curtze 1 collaboration
Gerli Sibolt 1 collaboration
Hanna Jokinen 1 collaboration
Frederik Barkhof 1 collaboration
Reinhold Schmidt 1 collaboration
Leonardo Pantoni 1 collaboration
Philip Scheltens 1 collaboration
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Antti Korvenoja 1 collaboration
Jyrki Lötjönen 1 collaboration
Timo Erkinjuntti 1 collaboration
Susanna Melkas 1 collaboration
Muhammad Febrian Rachmadi 1 collaboration
Maria Del C Valdés-Hernández 1 collaboration
Ricardo Guerrero 1 collaboration
Rozanna Meijboom 1 collaboration
Stewart Wiseman 1 collaboration
Adam Waldman 1 collaboration
Jianguo Zhang 1 collaboration
Joanna Wardlaw 1 collaboration
Taku Komura 1 collaboration
Yuanwei Li 1 collaboration
Benjamin Hou 1 collaboration
Ghislain Vaillant 1 collaboration
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Michiel Schaap 1 collaboration
Mattias Heinrich 1 collaboration
Rhodri Davies 1 collaboration
Heeraj Bulluck 1 collaboration
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Peter Swoboda 1 collaboration
Thomas Treibel 1 collaboration
Joao Augusto 1 collaboration
Kristopher Knott 1 collaboration
Andreas Seraphim 1 collaboration
Steffen Petersen 1 collaboration
Nicola Edwards 1 collaboration
John Greenwood 1 collaboration
Chiara Bucciarelli-Ducci 1 collaboration
Alun Hughes 1 collaboration
James Moon 1 collaboration
Rui P A G Teixeira 1 collaboration
Russell Macleod 1 collaboration
Stephen M Smith 1 collaboration
Ronald M Summers 1 collaboration
Marcus R Makowski 1 collaboration
Keno K Bressem 1 collaboration
Luise Franz 1 collaboration
Avan Kader 1 collaboration
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Sarah Keller 1 collaboration
Lisa C Adams 1 collaboration
Kathryn A McGurk 1 collaboration
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Marjola Thanaj 1 collaboration
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Ben Statton 1 collaboration
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Xiao Xu 1 collaboration
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A John Baksi 1 collaboration
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Qiang Ma 1 collaboration
Liu Li 1 collaboration
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Alex J Nash 1 collaboration
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Julia Mai 1 collaboration
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Anna Hirschberger 1 collaboration
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Martina Anton 1 collaboration
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Katja Steiger 1 collaboration
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Harald Wagener 1 collaboration
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Louis Fisher 1 collaboration
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Chen Shen 1 collaboration
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Marie Piraud 1 collaboration
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Yashu Liu 1 collaboration
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Buntheng Ly 1 collaboration
Maxime Sermesant 1 collaboration
Holger Roth 1 collaboration
Wentao Zhu 1 collaboration
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Xinghao Ding 1 collaboration
Xinyue Wang 1 collaboration
Sen Yang 1 collaboration
Lei Li 1 collaboration