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ORCIDBibTeX records: Samuel Budd
@article{DBLP:journals/npjdm/VenturiniBFWMDKRH25,
author = {Lorenzo Venturini and
Samuel Budd and
Alfonso Farruggia and
Robert Wright and
Jacqueline Matthew and
Thomas G. Day and
Bernhard Kainz and
Reza Razavi and
Joseph V. Hajnal},
title = {Whole examination {AI} estimation of fetal biometrics from 20-week
ultrasound scans},
journal = {npj Digit. Medicine},
volume = {8},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-024-01406-z},
doi = {10.1038/S41746-024-01406-Z},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/VenturiniBFWMDKRH25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-05245,
author = {Johanna P. M{\"{u}}ller and
Robert Wright and
Thomas G. Day and
Lorenzo Venturini and
Samuel Budd and
Hadrien Reynaud and
Joseph V. Hajnal and
Reza Razavi and
Bernhard Kainz},
title = {{L-FUSION:} Laplacian Fetal Ultrasound Segmentation {\&} Uncertainty
Estimation},
journal = {CoRR},
volume = {abs/2503.05245},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.05245},
doi = {10.48550/ARXIV.2503.05245},
eprinttype = {arXiv},
eprint = {2503.05245},
timestamp = {Mon, 21 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-05245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01201,
author = {Lorenzo Venturini and
Samuel Budd and
Alfonso Farruggia and
Robert Wright and
Jacqueline Matthew and
Thomas G. Day and
Bernhard Kainz and
Reza Razavi and
Joseph V. Hajnal},
title = {Whole-examination {AI} estimation of fetal biometrics from 20-week
ultrasound scans},
journal = {CoRR},
volume = {abs/2401.01201},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01201},
doi = {10.48550/ARXIV.2401.01201},
eprinttype = {arXiv},
eprint = {2401.01201},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BuddRK21,
author = {Samuel Budd and
Emma C. Robinson and
Bernhard Kainz},
title = {A survey on active learning and human-in-the-loop deep learning for
medical image analysis},
journal = {Medical Image Anal.},
volume = {71},
pages = {102062},
year = {2021},
url = {https://doi.org/10.1016/j.media.2021.102062},
doi = {10.1016/J.MEDIA.2021.102062},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BuddRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lifetech/BuddBHKDSMCK21,
author = {Samuel Budd and
Arno Blaas and
Adrienne Hoarfrost and
Kia Khezeli and
Krittika D'Silva and
Frank Soboczenski and
Graham Mackintosh and
Nicholas Chia and
John Kalantari},
title = {Prototyping {CRISP:} {A} Causal Relation and Inference Search Platform
applied to Colorectal Cancer Data},
booktitle = {3rd {IEEE} Global Conference on Life Sciences and Technologies, LifeTech
2021, Nara, Japan, March 9-11, 2021},
pages = {517--521},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/LifeTech52111.2021.9391819},
doi = {10.1109/LIFETECH52111.2021.9391819},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lifetech/BuddBHKDSMCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuddSDVTLMSSRGR21,
author = {Samuel Budd and
Matthew Sinclair and
Thomas G. Day and
Athanasios Vlontzos and
Jeremy Tan and
Tianrui Liu and
Jacqueline Matthew and
Emily Skelton and
John M. Simpson and
Reza Razavi and
Ben Glocker and
Daniel Rueckert and
Emma C. Robinson and
Bernhard Kainz},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via
Disease-Specific Atlas Maps},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12907},
pages = {207--217},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87234-2\_20},
doi = {10.1007/978-3-030-87234-2\_20},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BuddSDVTLMSSRGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuddDSLMSRK21,
author = {Samuel Budd and
Thomas G. Day and
John M. Simpson and
Karen Lloyd and
Jacqueline Matthew and
Emily Skelton and
Reza Razavi and
Bernhard Kainz},
editor = {Shadi Albarqouni and
Manuel Jorge Cardoso and
Qi Dou and
Konstantinos Kamnitsas and
Bishesh Khanal and
Islem Rekik and
Nicola Rieke and
Debdoot Sheet and
Sotirios A. Tsaftaris and
Daguang Xu and
Ziyue Xu},
title = {Can Non-specialists Provide High Quality Gold Standard Labels in Challenging
Modalities?},
booktitle = {Domain Adaptation and Representation Transfer, and Affordable Healthcare
and {AI} for Resource Diverse Global Health - Third {MICCAI} Workshop,
{DART} 2021, and First {MICCAI} Workshop, {FAIR} 2021, Held in Conjunction
with {MICCAI} 2021, Strasbourg, France, September 27 and October 1,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12968},
pages = {251--262},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87722-4\_23},
doi = {10.1007/978-3-030-87722-4\_23},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BuddDSLMSRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02643,
author = {Samuel Budd and
Matthew Sinclair and
Thomas G. Day and
Athanasios Vlontzos and
Jeremy Tan and
Tianrui Liu and
Jacqueline Matthew and
Emily Skelton and
John M. Simpson and
Reza Razavi and
Ben Glocker and
Daniel Rueckert and
Emma C. Robinson and
Bernhard Kainz},
title = {Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via
Disease-specific Atlas Maps},
journal = {CoRR},
volume = {abs/2107.02643},
year = {2021},
url = {https://arxiv.org/abs/2107.02643},
eprinttype = {arXiv},
eprint = {2107.02643},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-14682,
author = {Samuel Budd and
Thomas G. Day and
John M. Simpson and
Karen Lloyd and
Jacqueline Matthew and
Emily Skelton and
Reza Razavi and
Bernhard Kainz},
title = {Can non-specialists provide high quality gold standard labels in challenging
modalities?},
journal = {CoRR},
volume = {abs/2107.14682},
year = {2021},
url = {https://arxiv.org/abs/2107.14682},
eprinttype = {arXiv},
eprint = {2107.14682},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-14682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07348,
author = {Odhran O'Donoghue and
Paul Duckworth and
Giuseppe Ughi and
Linus Scheibenreif and
Kia Khezeli and
Adrienne Hoarfrost and
Samuel Budd and
Patrick Foley and
Nicholas Chia and
John Kalantari and
Graham Mackintosh and
Frank Soboczenski and
Lauren M. Sanders},
title = {Invariant Risk Minimisation for Cross-Organism Inference: Substituting
Mouse Data for Human Data in Human Risk Factor Discovery},
journal = {CoRR},
volume = {abs/2111.07348},
year = {2021},
url = {https://arxiv.org/abs/2111.07348},
eprinttype = {arXiv},
eprint = {2111.07348},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuddPBRRK20,
author = {Samuel Budd and
Prachi A. Patkee and
Ana Baburamani and
Mary A. Rutherford and
Emma C. Robinson and
Bernhard Kainz},
editor = {Seyed Mostafa Kia and
Hassan Mohy{-}ud{-}Din and
Ahmed Abdulkadir and
Cher Bass and
Mohamad Habes and
Jane Maryam Rondina and
Chantal M. W. Tax and
Hongzhi Wang and
Thomas Wolfers and
Saima Rathore and
Madhura Ingalhalikar},
title = {Surface Agnostic Metrics for Cortical Volume Segmentation and Regression},
booktitle = {Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology
- Third International Workshop, {MLCN} 2020, and Second International
Workshop, {RNO-AI} 2020, Held in Conjunction with {MICCAI} 2020, Lima,
Peru, October 4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12449},
pages = {3--12},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66843-3\_1},
doi = {10.1007/978-3-030-66843-3\_1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BuddPBRRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VlontzosBHRK20,
author = {Athanasios Vlontzos and
Samuel Budd and
Benjamin Hou and
Daniel Rueckert and
Bernhard Kainz},
editor = {Jens Petersen and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Alexander Schmidt{-}Richberg and
Sarah E. Gerard and
Bianca Lassen{-}Schmidt and
Colin Jacobs and
Reinhard Beichel and
Kensaku Mori},
title = {3D Probabilistic Segmentation and Volumetry from 2D Projection Images},
booktitle = {Thoracic Image Analysis - Second International Workshop, {TIA} 2020,
Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12502},
pages = {48--57},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62469-9\_5},
doi = {10.1007/978-3-030-62469-9\_5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/VlontzosBHRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12809,
author = {Athanasios Vlontzos and
Samuel Budd and
Benjamin Hou and
Daniel Rueckert and
Bernhard Kainz},
title = {3D Probabilistic Segmentation and Volumetry from 2D projection images},
journal = {CoRR},
volume = {abs/2006.12809},
year = {2020},
url = {https://arxiv.org/abs/2006.12809},
eprinttype = {arXiv},
eprint = {2006.12809},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01669,
author = {Samuel Budd and
Prachi A. Patkee and
Ana Baburamani and
Mary A. Rutherford and
Emma C. Robinson and
Bernhard Kainz},
title = {Surface Agnostic Metrics for Cortical Volume Segmentation and Regression},
journal = {CoRR},
volume = {abs/2010.01669},
year = {2020},
url = {https://arxiv.org/abs/2010.01669},
eprinttype = {arXiv},
eprint = {2010.01669},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuddSKMLGTRK19,
author = {Samuel Budd and
Matthew Sinclair and
Bishesh Khanal and
Jacqueline Matthew and
David Lloyd and
Alberto G{\'{o}}mez and
Nicolas Toussaint and
Emma C. Robinson and
Bernhard Kainz},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Confident Head Circumference Measurement from Ultrasound with Real-Time
Feedback for Sonographers},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {683--691},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_75},
doi = {10.1007/978-3-030-32251-9\_75},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BuddSKMLGTRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02582,
author = {Samuel Budd and
Matthew Sinclair and
Bishesh Khanal and
Jacqueline Matthew and
David Lloyd and
Alberto G{\'{o}}mez and
Nicolas Toussaint and
Emma C. Robinson and
Bernhard Kainz},
title = {Confident Head Circumference Measurement from Ultrasound with Real-time
Feedback for Sonographers},
journal = {CoRR},
volume = {abs/1908.02582},
year = {2019},
url = {http://arxiv.org/abs/1908.02582},
eprinttype = {arXiv},
eprint = {1908.02582},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02923,
author = {Samuel Budd and
Emma C. Robinson and
Bernhard Kainz},
title = {A Survey on Active Learning and Human-in-the-Loop Deep Learning for
Medical Image Analysis},
journal = {CoRR},
volume = {abs/1910.02923},
year = {2019},
url = {http://arxiv.org/abs/1910.02923},
eprinttype = {arXiv},
eprint = {1910.02923},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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