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Nina Montaña-Brown
PhD student, University College London, University of London
Joined
May 2023
Names
Nina Montaña-Brown
(Preferred)
,
Nina Montana-Brown
,
Nina Montaña Brown
,
Nina M Brown
Emails
****@ucl.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
PhD student
University College London, University of London
(ucl.ac.uk)
2019
–
Present
Undergrad student
University College London, University of London
(ucl.ac.uk)
2015
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Matthew J Clarkson
2019
–
Present
PhD Advisor
Yipeng Hu
2019
–
Present
Expertise
Medical imaging
2019
–
2023
Publications
An X-Ray Is Worth 15 Features: Sparse Autoencoders for Interpretable Radiology Report Generation
Ahmed Abdulaal
,
Hugo Laurence Fry
,
Nina Montaña-Brown
,
Ayodeji Ijishakin
,
Jack Gao
,
Stephanie Hyland
,
Daniel C. Alexander
,
Daniel C. Castro
Submitted to ICLR 2025
Readers:
Everyone
Balancing Act: Diversity and Consistency in Large Language Model Ensembles
Ahmed Abdulaal
,
Chen Jin
,
Nina Montaña-Brown
,
Aryo Pradipta Gema
,
Daniel C. Castro
,
Daniel C. Alexander
,
Philip Alexander Teare
,
Tom Diethe
,
Dino Oglic
,
Amrutha Saseendran
ICLR 2025 Poster
Readers:
Everyone
Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning
Ahmed Abdulaal
,
adamos hadjivasiliou
,
Nina Montana-Brown
,
Tiantian He
,
Ayodeji Ijishakin
,
Ivana Drobnjak
,
Daniel C. Castro
,
Daniel C. Alexander
ICLR 2024 poster
Readers:
Everyone
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery
Nina Montana-Brown
,
Shaheer U. Saeed
,
Ahmed Abdulaal
,
Thomas Dowrick
,
Yakup Kilic
,
Sophie Wilkinson
,
Jack Gao
,
Meghavi Mashar
,
Chloe He
,
Alkisti Stavropoulou
,
Emma L Thomson
,
Zachary Baum
,
Simone Foti
,
Brian Davidson
,
Yipeng Hu
,
Matthew John Clarkson
NeurIPS 2023 Datasets and Benchmarks Poster
Readers:
Everyone
Multi-view-AE: A Python package for multi-view autoencoder models
Ana Lawry Aguila
,
Alejandra Jayme
,
Nina Montaña Brown
,
Vincent Heuveline
,
André Altmann
Published: 01 Jan 2023, Last Modified: 07 Nov 2023
J. Open Source Softw. 2023
Readers:
Everyone
Towards Multi-modal Self-supervised Video and Ultrasound Pose Estimation for Laparoscopic Liver Surgery
Nina Montaña Brown
,
João Ramalhinho
,
Bongjin Koo
,
Moustafa Allam
,
Brian R. Davidson
,
Kurinchi Gurusamy
,
Yipeng Hu
,
Matthew J. Clarkson
2022 (modified: 27 Nov 2022)
ASMUS@MICCAI 2022
Readers:
Everyone
Deep hashing for global registration of untracked 2D laparoscopic ultrasound to CT
João Ramalhinho
,
Bongjin Koo
,
Nina Montaña Brown
,
Shaheer U. Saeed
,
Ester Bonmati
,
Kurinchi Gurusamy
,
Stephen P. Pereira
,
Brian R. Davidson
,
Yipeng Hu
,
Matthew J. Clarkson
2022 (modified: 27 Nov 2022)
Int. J. Comput. Assist. Radiol. Surg. 2022
Readers:
Everyone
Active learning using adaptable task-based prioritisation
Shaheer U. Saeed
,
João Ramalhinho
,
Mark A. Pinnock
,
Ziyi Shen
,
Yunguan Fu
,
Nina Montaña Brown
,
Ester Bonmati
,
Dean C. Barratt
,
Stephen P. Pereira
,
Brian R. Davidson
,
Matthew J. Clarkson
,
Yipeng Hu
Published: 01 Jan 2022, Last Modified: 16 Oct 2023
CoRR 2022
Readers:
Everyone
Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network
Alexander Grimwood
,
João Ramalhinho
,
Zachary M. C. Baum
,
Nina Montaña Brown
,
Gavin J. Johnson
,
Yipeng Hu
,
Matthew J. Clarkson
,
Stephen P. Pereira
,
Dean C. Barratt
,
Ester Bonmati
2021 (modified: 23 Nov 2022)
ASMUS@MICCAI 2021
Readers:
Everyone
Vessel segmentation for automatic registration of untracked laparoscopic ultrasound to CT of the liver
Nina Montaña Brown
,
João Ramalhinho
,
Moustafa Allam
,
Brian R. Davidson
,
Yipeng Hu
,
Matthew J. Clarkson
2021 (modified: 23 Nov 2022)
Int. J. Comput. Assist. Radiol. Surg. 2021
Readers:
Everyone
View all 13 publications
Co-Authors
Adrià Casamitjana
Ahmed Abdulaal
Alejandra Jayme
Alex Grimwood
Alexander Grimwood
Alkisti Stavropoulou
Amrutha Saseendran
Ana Lawry Aguila
André Altmann
Aryo Pradipta Gema
Ayodeji Ijishakin
Bongjin Koo
Brian Davidson
Brian R. Davidson
Chen Jin
Chloe He
Daniel C. Alexander
Daniel C. Castro
Dean C. Barratt
Dino Oglic
Emma L Thomson
Ester Bonmati
Gavin J. Johnson
Hugo Laurence Fry
Ivana Drobnjak
View all 56 co-authors