Articles by Lucas Fidon

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Lucas Fidon

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CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images

12 August 2024 by Thiziri Nait Saada and others

Computer Vision and Pattern Recognition, Artificial Intelligence

A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation

17 January 2024 by Lucas Fidon and others

Image and Video Processing, Artificial Intelligence

Biomedical image analysis competitions: The state of current participation practice

12 September 2023 by Matthias Eisenmann and others at

Heidelberg University

Computer Vision and Pattern Recognition, Machine Learning

Trustworthy Deep Learning for Medical Image Segmentation

27 May 2023 by Lucas Fidon

Image and Video Processing, Computer Vision and Pattern Recognition

Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings

30 August 2022 by Florian Kofler and others

Computer Vision and Pattern Recognition, Artificial Intelligence

blob loss: instance imbalance aware loss functions for semantic segmentation

14 July 2022 by Florian Kofler and others

Computer Vision and Pattern Recognition, Machine Learning

Fetal Brain Tissue Annotation and Segmentation Challenge Results

20 April 2022 by Kelly Payette and others

Image and Video Processing, Computer Vision and Pattern Recognition

ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation

8 February 2022 by Muhammad Asad and others

Image and Video Processing, Computer Vision and Pattern Recognition

Generalized Wasserstein Dice Loss, Test-time Augmentation, and Transformers for the BraTS 2021 challenge

24 December 2021 by Lucas Fidon and others

Image and Video Processing, Computer Vision and Pattern Recognition

Partial supervision for the FeTA challenge 2021

3 November 2021 by Lucas Fidon and others

Image and Video Processing, Artificial Intelligence

Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI

9 August 2021 by Lucas Fidon and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation

9 July 2021 by Lucas Fidon and others

Image and Video Processing, Computer Vision and Pattern Recognition

MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation

21 March 2021 by Marta B. M. Ranzini and others

Image and Video Processing, Computer Vision and Pattern Recognition

Image Compositing for Segmentation of Surgical Tools without Manual Annotations

18 February 2021 by Luis García-Peraza-Herrera and others

Computer Vision and Pattern Recognition

Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge

25 January 2021 by Lucas Fidon and others

Image and Video Processing, Computer Vision and Pattern Recognition

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging

2 December 2020 by Abel Díaz Berenguer and others

Image and Video Processing, Computer Vision and Pattern Recognition

Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients

11 August 2020 by Sofie Tilborghs and others

Image and Video Processing, Computer Vision and Pattern Recognition

Distributionally Robust Deep Learning using Hardness Weighted Sampling

25 June 2020 by Lucas Fidon and others

Machine Learning, Computer Vision and Pattern Recognition

Incompressible image registration using divergence-conforming B-splines

16 July 2019 by Lucas Fidon and others

Image and Video Processing

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

19 March 2019 by Spyridon Bakas and others

Computer Vision and Pattern Recognition, Artificial Intelligence

NiftyNet: a deep-learning platform for medical imaging

16 October 2017 by Eli Gibson and others

Computer Vision and Pattern Recognition, Machine Learning

On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task

6 July 2017 by Wenqi Li and others

Computer Vision and Pattern Recognition

ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools

4 July 2017 by Luis García-Peraza-Herrera and others

Computer Vision and Pattern Recognition

Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks

4 July 2017 by Lucas Fidon and others

Computer Vision and Pattern Recognition

Scalable multimodal convolutional networks for brain tumour segmentation

25 June 2017 by Lucas Fidon and others

Computer Vision and Pattern Recognition

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Computer Vision and Pattern Recognition Image and Video Processing Machine Learning Artificial Intelligence Neural and Evolutionary Computing