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Samuel Budd
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 15
Top Topics
High Quality
Medical Image Analysis
Deep Learning
Projection Images
Top Venues
CoRR
MLCN/RNO-AI@MICCAI
Medical Image Anal.
MICCAI (7)
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Publications
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Lorenzo Venturini
,
Samuel Budd
,
Alfonso Farruggia
,
Robert Wright
,
Jacqueline Matthew
,
Thomas G. Day
,
Bernhard Kainz
,
Reza Razavi
,
Joseph V. Hajnal
Whole-examination AI estimation of fetal biometrics from 20-week ultrasound scans.
CoRR
(2024)
Samuel Budd
,
Matthew Sinclair
,
Thomas Day
,
Athanasios Vlontzos
,
Jeremy Tan
,
Tianrui Liu
,
Jacqueline Matthew
,
Emily Skelton
,
John M. Simpson
,
Reza Razavi
,
Ben Glocker
,
Daniel Rueckert
,
Emma C. Robinson
,
Bernhard Kainz
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps.
MICCAI (7)
(2021)
Samuel Budd
,
Thomas Day
,
John M. Simpson
,
Karen Lloyd
,
Jacqueline Matthew
,
Emily Skelton
,
Reza Razavi
,
Bernhard Kainz
Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities?
DART/FAIR@MICCAI
(2021)
Samuel Budd
,
Emma C. Robinson
,
Bernhard Kainz
A survey on active learning and human-in-the-loop deep learning for medical image analysis.
Medical Image Anal.
71 (2021)
Samuel Budd
,
Thomas Day
,
John M. Simpson
,
Karen Lloyd
,
Jacqueline Matthew
,
Emily Skelton
,
Reza Razavi
,
Bernhard Kainz
Can non-specialists provide high quality gold standard labels in challenging modalities?
CoRR
(2021)
Odhran O'Donoghue
,
Paul Duckworth
,
Giuseppe Ughi
,
Linus Scheibenreif
,
Kia Khezeli
,
Adrienne Hoarfrost
,
Samuel Budd
,
Patrick Foley
,
Nicholas Chia
,
John Kalantari
,
Graham Mackintosh
,
Frank Soboczenski
,
Lauren M. Sanders
Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery.
CoRR
(2021)
Samuel Budd
,
Arno Blaas
,
Adrienne Hoarfrost
,
Kia Khezeli
,
Krittika D'Silva
,
Frank Soboczenski
,
Graham Mackintosh
,
Nicholas Chia
,
John Kalantari
Prototyping CRISP: A Causal Relation and Inference Search Platform applied to Colorectal Cancer Data.
LifeTech
(2021)
Samuel Budd
,
Matthew Sinclair
,
Thomas Day
,
Athanasios Vlontzos
,
Jeremy Tan
,
Tianrui Liu
,
Jacqueline Matthew
,
Emily Skelton
,
John M. Simpson
,
Reza Razavi
,
Ben Glocker
,
Daniel Rueckert
,
Emma C. Robinson
,
Bernhard Kainz
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps.
CoRR
(2021)
Athanasios Vlontzos
,
Samuel Budd
,
Benjamin Hou
,
Daniel Rueckert
,
Bernhard Kainz
3D Probabilistic Segmentation and Volumetry from 2D projection images.
CoRR
(2020)
Samuel Budd
,
Prachi A. Patkee
,
Ana Baburamani
,
Mary A. Rutherford
,
Emma C. Robinson
,
Bernhard Kainz
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression.
MLCN/RNO-AI@MICCAI
(2020)
Athanasios Vlontzos
,
Samuel Budd
,
Benjamin Hou
,
Daniel Rueckert
,
Bernhard Kainz
3D Probabilistic Segmentation and Volumetry from 2D Projection Images.
TIA@MICCAI
(2020)
Samuel Budd
,
Prachi A. Patkee
,
Ana Baburamani
,
Mary A. Rutherford
,
Emma C. Robinson
,
Bernhard Kainz
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression.
CoRR
(2020)
Samuel Budd
,
Matthew Sinclair
,
Bishesh Khanal
,
Jacqueline Matthew
,
David Lloyd
,
Alberto Gómez
,
Nicolas Toussaint
,
Emma C. Robinson
,
Bernhard Kainz
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers.
CoRR
(2019)
Samuel Budd
,
Emma C. Robinson
,
Bernhard Kainz
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis.
CoRR
(2019)
Samuel Budd
,
Matthew Sinclair
,
Bishesh Khanal
,
Jacqueline Matthew
,
David Lloyd
,
Alberto Gómez
,
Nicolas Toussaint
,
Emma C. Robinson
,
Bernhard Kainz
Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers.
MICCAI (4)
(2019)