Giacomo Tarroni
Imperial College London
H-index: 21
Europe-United Kingdom
Top articles of Giacomo Tarroni
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
2024/2/2
Sample selection with noise rate estimation in noise learning of medical image analysis
arXiv preprint arXiv:2312.15233
2023/12/23
Maolin Li
H-Index: 7
Giacomo Tarroni
H-Index: 14
ARIA: On the interaction between Architectures, Aggregation methods and Initializations in federated visual classification
arXiv preprint arXiv:2311.14625
2023/11/24
Giacomo Tarroni
H-Index: 14
Quaternion Anti-Transfer Learning for Speech Emotion Recognition
2023/10/22
MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images
2023/10/8
Giacomo Tarroni
H-Index: 14
Harder synthetic anomalies to improve OoD detection in Medical Images
arXiv preprint arXiv:2308.01412
2023/8/2
Giacomo Tarroni
H-Index: 14
MOOD 2020: A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images
IEEE Transactions on Medical Imaging
2022/4/25
NeSy4VRD: A Multifaceted Resource for Neurosymbolic AI Research using Knowledge Graphs in Visual Relationship Detection
arXiv preprint arXiv:2305.13258
2023/5/22
Giacomo Tarroni
H-Index: 14
Tillman Weyde
H-Index: 14
Artificial intelligence education for radiographers, an evaluation of a UK postgraduate educational intervention using participatory action research: a pilot study
Insights into imaging
2023/2/3
Jacqueline Matthew
H-Index: 12
Giacomo Tarroni
H-Index: 14
Enhancing MR image segmentation with realistic adversarial data augmentation
Medical Image Analysis
2022/11/1
Chen Chen
H-Index: 5
Zeju Li
H-Index: 9
Shuo Wang
H-Index: 31
Liang Chen
H-Index: 8
Giacomo Tarroni
H-Index: 14
Daniel Rueckert
H-Index: 85
3D Registration of Background-Suppressed ASL Data based on Brain Contours
2022/10/21
Giacomo Tarroni
H-Index: 14
Marco Castellaro
H-Index: 11
Alessandra Bertoldo
H-Index: 24
Enrico Grisan
H-Index: 19
FeTS Challenge 2022 Task 1: Implementing FedMGDA+ and a New Partitioning
2022/9/18
Giacomo Tarroni
H-Index: 14
Implicit u-net for volumetric medical image segmentation
2022/7/25
Giacomo Tarroni
H-Index: 14
Anti-transfer learning for task invariance in convolutional neural networks for speech processing
Neural Networks
2021/10/1
Tillman Weyde
H-Index: 14
Giacomo Tarroni
H-Index: 14
Anomaly detection through latent space restoration using vector quantized variational autoencoders
2021/4/13
Giacomo Tarroni
H-Index: 14
ORCID: 0000-0002-0341-6138 (2021). Anomaly detection through latent space restoration using vector-quantized variational autoencoders
IEEE ISBI
2021
Implicit field learning for unsupervised anomaly detection in medical images
2021
Giacomo Tarroni
H-Index: 14
A population-based phenome-wide association study of cardiac and aortic structure and function
Nature medicine
2020/10
Deep learning for cardiac image segmentation: a review
Frontiers in Cardiovascular Medicine
2020/3
Large-scale quality control of cardiac imaging in population studies: application to UK Biobank
Scientific Reports
2020/2/12
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