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Can non-specialists provide high quality gold standard labels in challenging modalities?

Jul 30, 2021
Samuel Budd, Thomas Day, John Simpson, Karen Lloyd, Jacqueline Matthew, Emily Skelton, Reza Razavi, Bernhard Kainz

* Accepted at the FAIR workshop in conjunction with MICCAI'21 

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Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps

Jul 06, 2021
Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jaqueline Matthew, Emily Skelton, John Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz

* MICCAI'21 Main Conference 

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Surface Agnostic Metrics for Cortical Volume Segmentation and Regression

Oct 04, 2020
Samuel Budd, Prachi Patkee, Ana Baburamani, Mary Rutherford, Emma C. Robinson, Bernhard Kainz

* Best Paper Honourable Mentions @ MLCN 2020 (MICCAI 2020) 

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3D Probabilistic Segmentation and Volumetry from 2D projection images

Jun 23, 2020
Athanasios Vlontzos, Samuel Budd, Benjamin Hou, Daniel Rueckert, Bernhard Kainz

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A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis

Oct 07, 2019
Samuel Budd, Emma C Robinson, Bernhard Kainz

* submitted to Medical Image Analysis 

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Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers

Aug 07, 2019
Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gomez, Nicolas Toussaint, Emma Robinson, Bernhard Kainz

* Accepted at MICCAI 2019; Demo video available on Twitter (@sambuddinc) 

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