Bernhard Kainz
Imperial College London
H-index: 46
Europe-United Kingdom
Top articles of Bernhard Kainz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection | Proceedings/IEEE International Symposium on Biomedical Imaging: from nano to macro. IEEE International Symposium on Biomedical Imaging | Sergio Naval Marimont Matthew Baugh Vasilis Siomos Christos Tzelepis Bernhard Kainz | 2024/2/2 |
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases | arXiv preprint arXiv:2403.16776 | Sophie Starck Vasiliki Sideri-Lampretsa Bernhard Kainz Martin Menten Tamara Mueller | 2024/3/25 |
Remote Expert DVT Triaging of Novice-User Compression Sonography with AI-Guidance | Annals of Vascular Surgery | Jonas Oppenheimer Ramin Mandegaran Finja Staabs Andrea Adler Stephan Singöhl | 2024/2/1 |
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability | Proceedings of the AAAI Conference on Artificial Intelligence | Mischa Dombrowski Hadrien Reynaud Johanna P Müller Matthew Baugh Bernhard Kainz | 2024/3/24 |
Interaction between clinicians and artificial intelligence to detect fetal atrioventricular septal defects on ultrasound: how can we optimize collaborative performance? | Ultrasound in Obstetrics & Gynecology | TG Day J Matthew SF Budd L Venturini R Wright | 2024/1/10 |
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation | arXiv preprint arXiv:2403.14429 | Mathias Öttl Frauke Wilm Jana Steenpass Jingna Qiu Matthias Rübner | 2024/3/21 |
Whole-examination AI estimation of fetal biometrics from 20-week ultrasound scans | arXiv preprint arXiv:2401.01201 | Lorenzo Venturini Samuel Budd Alfonso Farruggia Robert Wright Jacqueline Matthew | 2024/1/2 |
Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital Single Ventricle Defects | Marietta Stegmaier Johanna P Müller Christian Schröder Thomas Day Michela Cuomo | 2024/2/20 | |
Understanding metric-related pitfalls in image analysis validation | Annika Reinke Minu D Tizabi Michael Baumgartner Matthias Eisenmann Doreen Heckmann-Nötzel | 2024/2/12 | |
Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks | Matthew Baugh Jeremy Tan Johanna P Müller Mischa Dombrowski James Batten | 2023/10/1 | |
Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference | arXiv preprint arXiv:2309.05090 | Sudarshan Sreeram Bernhard Kainz | 2023/9/10 |
Confidence-Aware and Self-supervised Image Anomaly Localisation | Johanna P. Müller Matthew Baugh Jeremy Tan Mischa Dombrowski Bernhard Kainz | 2023/10/7 | |
Estimating categorical counterfactuals via deep twin networks | Nature Machine Intelligence | Athanasios Vlontzos Bernhard Kainz Ciarán M Gilligan-Lee | 2023/2 |
BORS/BJR TRAVELLING FELLOWSHIP ABSTRACT: MOTION CAPTURE OF NEONATAL INFANT KICKING MOVEMENTS CAN PROVIDE AN EARLY PREDICTION OF CEREBRAL PALSY | Orthopaedic Proceedings | Nidal Khatib Luca Schmidtke Anna Lukens Tomoki Arichi Niamh Nowlan | 2023/11/17 |
Improving image labelling quality | Nature Machine Intelligence | Thomas G Day John M Simpson Reza Razavi Bernhard Kainz | 2023/4 |
Zero-shot anomaly detection with pre-trained segmentation models | arXiv preprint arXiv:2306.09269 | Matthew Baugh James Batten Johanna P Müller Bernhard Kainz | 2023/6/15 |
Feature-conditioned cascaded video diffusion models for precise echocardiogram synthesis | Hadrien Reynaud Mengyun Qiao Mischa Dombrowski Thomas Day Reza Razavi | 2023/10/1 | |
Blood vessel obstruction diagnosis apparatus | 2023/9/6 | ||
Robust Segmentation via Topology Violation Detection and Feature Synthesis | Liu Li Qiang Ma Cheng Ouyang Zeju Li Qingjie Meng | 2023/10/1 | |
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation | arXiv preprint arXiv:2311.01567 | Hadrien Reynaud Bernhard Kainz | 2023/11/2 |
Co-Authors
