Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI
Accepted for publication at Medical Image Analysis, 2025
Publications
You can also find my articles on my Google Scholar profile.
Fitting Skeletal Models via Graph-based Learning
Published at the 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images
Published in Nature Scientific Data, 2024
Unsupervised bias discovery in medical image segmentation
Published at Fairness of AI in Medical Imaging - MICCAI 2023 Workshop, 2023
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models
Published at the 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), 2023
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis
Published at IEEE Transactions in Medical Imaging, 2022
Hybrid graph convolutional neural networks for landmark-based anatomical segmentation
Published at MICCAI 2021 - International Conference on Medical Image Computing and Computer-Assisted Intervention, 2021
Link to Paper Video Presentation
ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture
Published at Gigascience, 2021
Link to Paper Video Abstract Video Presentation
