Daniel Rueckert

Daniel Rueckert

Technische Universität München

H-index: 132

Europe-Germany

About Daniel Rueckert

Daniel Rueckert, With an exceptional h-index of 132 and a recent h-index of 102 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Medical Image Computing, Medical Image Analysis, Biomedical Image Analysis, Medical Imaging, AI in Medicine.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Link Prediction for Flow-Driven Spatial Networks

Multi-Image Visual Question Answering for Unsupervised Anomaly Detection

Radiomics-based prediction of local control in patients with brain metastases following postoperative stereotactic radiotherapy

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

Erratum for: How AI May Transform Musculoskeletal Imaging

Imbalance-aware loss functions improve medical image classification

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

Daniel Rueckert Information

University

Position

and Imperial College London

Citations(all)

94583

Citations(since 2020)

58696

Cited By

55581

hIndex(all)

132

hIndex(since 2020)

102

i10Index(all)

639

i10Index(since 2020)

477

Email

University Profile Page

Technische Universität München

Google Scholar

View Google Scholar Profile

Daniel Rueckert Skills & Research Interests

Medical Image Computing

Medical Image Analysis

Biomedical Image Analysis

Medical Imaging

AI in Medicine

Top articles of Daniel Rueckert

Title

Journal

Author(s)

Publication Date

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

International Journal of Computer Assisted Radiology and Surgery

Chen Shen

Holger R Roth

Yuichiro Hayashi

Masahiro Oda

Gen Sato

...

2024/3/18

Link Prediction for Flow-Driven Spatial Networks

Bastian Wittmann

Johannes C Paetzold

Chinmay Prabhakar

Daniel Rueckert

Bjoern Menze

2024

Multi-Image Visual Question Answering for Unsupervised Anomaly Detection

arXiv preprint arXiv:2404.07622

Jun Li

Cosmin I Bercea

Philip Müller

Lina Felsner

Suhwan Kim

...

2024/4/11

Radiomics-based prediction of local control in patients with brain metastases following postoperative stereotactic radiotherapy

medRxiv

Josef A Buchner

Florian Kofler

Michael Mayinger

Sebastian M Christ

Thomas B Brunner

...

2024

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

IEEE Transactions on Medical Imaging

Linus Kreitner

Johannes C Paetzold

Nikolaus Rauch

Chen Chen

Ahmed M Hagag

...

2024/1/15

Erratum for: How AI May Transform Musculoskeletal Imaging

Radiology

Ali Guermazi

Patrick Omoumi

Mickael Tordjman

Jan Fritz

Richard Kijowski

...

2024/1/30

Imbalance-aware loss functions improve medical image classification

Daniel Scholz

Ayhan Can Erdur

Josef A Buchner

Jan C Peeken

Daniel Rueckert

...

2024/2/13

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

IEEE Transactions on Medical Imaging

Jiazhen Pan

Wenqi Huang

Daniel Rueckert

Thomas Küstner

Kerstin Hammernik

2024/2/14

3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs

arXiv preprint arXiv:2312.16980

Taha Emre

Arunava Chakravarty

Antoine Rivail

Dmitrii Lachinov

Oliver Leingang

...

2023/12/28

SPINEPS--Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance Segmentation

arXiv preprint arXiv:2402.16368

Hendrik Möller

Robert Graf

Joachim Schmitt

Benjamin Keinert

Matan Atad

...

2024/2/26

Early vs Late Fixation of Extremity Fractures Among Adults With Traumatic Brain Injury

JAMA Network Open

Jiang Zheng

Yufang Ouyang

Ke Zhang

Zhixing Wang

Alexander Younsi

...

2024/3/4

Visual Privacy Auditing with Diffusion Models

arXiv preprint arXiv:2403.07588

Kristian Schwethelm

Johannes Kaiser

Moritz Knolle

Daniel Rueckert

Georgios Kaissis

...

2024/3/12

Topologically faithful multi-class segmentation in medical images

arXiv preprint arXiv:2403.11001

Alexander H Berger

Nico Stucki

Laurin Lux

Vincent Buergin

Suprosanna Shit

...

2024/3/16

Fetal cortex extraction using subject specific priors

Proc. Intl. Soc. Mag. Reson. Med

Paul Aljabar

Mellisa S Damodaram

Mary A Rutherford

Daniel Rueckert

Joseph V Hajnal

2024

Attention-aware non-rigid image registration for accelerated MR imaging

IEEE Transactions on Medical Imaging

Aya Ghoul

Jiazhen Pan

Andreas Lingg

Jens Kübler

Patrick Krumm

...

2024/4/4

Contrasting Characteristics and Outcomes of Sports-Related and Non–Sports-Related Traumatic Brain Injury

JAMA network open

Michail Ntikas

William Stewart

Magdalena Ietswaart

Angus M Hunter

Andrew IR Maas

...

2024/1/2

On Discprecncies between Perturbation Evaluations of Graph Neural Network Attributions

arXiv preprint arXiv:2401.00633

Razieh Rezaei

Alireza Dizaji

Ashkan Khakzar

Anees Kazi

Nassir Navab

...

2024/1/1

Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies

arXiv preprint arXiv:2401.16564

Jiahao Huang

Yinzhe Wu

Fanwen Wang

Yingying Fang

Yang Nan

...

2024/1/29

Optimal privacy guarantees for a relaxed threat model: Addressing sub-optimal adversaries in differentially private machine learning

Advances in Neural Information Processing Systems

Georgios Kaissis

Alexander Ziller

Stefan Kolek

Anneliese Riess

Daniel Rueckert

2024/2/13

Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders

Simon Dahan

Logan Zane John Williams

Yourong Guo

Daniel Rueckert

Emma Claire Robinson

2024/2/13

See List of Professors in Daniel Rueckert University(Technische Universität München)

Co-Authors

H-index: 115
A David Edwards

A David Edwards

King's College

H-index: 104
Jo Hajnal

Jo Hajnal

King's College

H-index: 85
D J Hawkes

D J Hawkes

University College London

H-index: 76
Ben Glocker

Ben Glocker

Imperial College London

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