Nina Montaña Brown

Orcid: 0000-0001-5685-971X

According to our database1, Nina Montaña Brown authored at least 13 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Active learning using adaptable task-based prioritisation.
Medical Image Anal., 2024

Normative Diffusion Autoencoders: Application to Amyotrophic Lateral Sclerosis.
CoRR, 2024

Competing for pixels: a self-play algorithm for weakly-supervised segmentation.
CoRR, 2024

Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Multi-view-AE: A Python package for multi-view autoencoder models.
J. Open Source Softw., June, 2023

SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Deep hashing for global registration of untracked 2D laparoscopic ultrasound to CT.
Int. J. Comput. Assist. Radiol. Surg., 2022

Towards Multi-modal Self-supervised Video and Ultrasound Pose Estimation for Laparoscopic Liver Surgery.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

2021
Vessel segmentation for automatic registration of untracked laparoscopic ultrasound to CT of the liver.
Int. J. Comput. Assist. Radiol. Surg., 2021

Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

2020

DeepReg: a deep learning toolkit for medical image registration.
J. Open Source Softw., 2020

Introduction to Medical Image Registration with DeepReg, Between Old and New.
CoRR, 2020


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