Samuel Budd

18 papers Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation.
CoRR
Johanna P. Müller, Robert Wright, Thomas G. Day, Lorenzo Venturini, Samuel Budd, Hadrien Reynaud, Joseph V. Hajnal, Reza Razavi, Bernhard Kainz
2025 — conf
L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty Estimation.
ASMUS@MICCAI
Johanna P. Müller, Robert Wright, Thomas G. Day, Lorenzo Venturini, Samuel Budd, Hadrien Reynaud, Joseph V. Hajnal, Reza Razavi, Bernhard Kainz
2025 J jnl
Whole examination AI estimation of fetal biometrics from 20-week ultrasound scans.
npj Digit. Medicine
Lorenzo Venturini, Samuel Budd, Alfonso Farruggia, Robert Wright, Jacqueline Matthew, Thomas G. Day, Bernhard Kainz, Reza Razavi, Joseph V. Hajnal
2024 J jnl
Whole-examination AI estimation of fetal biometrics from 20-week ultrasound scans.
CoRR
Lorenzo Venturini, Samuel Budd, Alfonso Farruggia, Robert Wright, Jacqueline Matthew, Thomas G. Day, Bernhard Kainz, Reza Razavi, Joseph V. Hajnal
2021 J jnl
A survey on active learning and human-in-the-loop deep learning for medical image analysis.
Medical Image Anal.
Samuel Budd, Emma C. Robinson, Bernhard Kainz
2021 — conf
Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities?
DART/FAIR@MICCAI
Samuel Budd, Thomas G. Day, John M. Simpson, Karen Lloyd, Jacqueline Matthew, Emily Skelton, Reza Razavi, Bernhard Kainz
2021 J jnl
Can non-specialists provide high quality gold standard labels in challenging modalities?
CoRR
Samuel Budd, Thomas G. Day, John M. Simpson, Karen Lloyd, Jacqueline Matthew, Emily Skelton, Reza Razavi, Bernhard Kainz
2021 — conf
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps.
MICCAI (7)
Samuel Budd, Matthew Sinclair, Thomas G. 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
2021 J jnl
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps.
CoRR
Samuel Budd, Matthew Sinclair, Thomas G. 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
2021 J jnl
Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery.
CoRR
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
2021 — conf
Prototyping CRISP: A Causal Relation and Inference Search Platform applied to Colorectal Cancer Data.
LifeTech
Samuel Budd, Arno Blaas, Adrienne Hoarfrost, Kia Khezeli, Krittika D'Silva, Frank Soboczenski, Graham Mackintosh, Nicholas Chia, John Kalantari
2020 — conf
3D Probabilistic Segmentation and Volumetry from 2D Projection Images.
TIA@MICCAI
Athanasios Vlontzos, Samuel Budd, Benjamin Hou, Daniel Rueckert, Bernhard Kainz
2020 J jnl
3D Probabilistic Segmentation and Volumetry from 2D projection images.
CoRR
Athanasios Vlontzos, Samuel Budd, Benjamin Hou, Daniel Rueckert, Bernhard Kainz
2020 — conf
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression.
MLCN/RNO-AI@MICCAI
Samuel Budd, Prachi A. Patkee, Ana Baburamani, Mary A. Rutherford, Emma C. Robinson, Bernhard Kainz
2020 J jnl
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression.
CoRR
Samuel Budd, Prachi A. Patkee, Ana Baburamani, Mary A. Rutherford, Emma C. Robinson, Bernhard Kainz
2019 J jnl
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis.
CoRR
Samuel Budd, Emma C. Robinson, Bernhard Kainz
2019 — conf
Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers.
MICCAI (4)
Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gómez, Nicolas Toussaint, Emma C. Robinson, Bernhard Kainz
2019 J jnl
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers.
CoRR
Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gómez, Nicolas Toussaint, Emma C. Robinson, Bernhard Kainz