Portrait of Antonio Criminisi

Antonio Criminisi

Principal Researcher

About

Hi, I am a Principal Researcher at Microsoft, working on artificial intelligence, machine learning, computer vision and medical image analysis.

AI for Cancer Treatment

I am particularly interested in deploying artificial intelligence systems that work alongside doctors, and help them deliver more effective healthcare for their cancer patients. Please check project InnerEye for more information on how we use machine learning in cancer treatment.

Scientific

The paper Deep Neural Decision Forests that I have co-authored with P. Kontschieder, M. Fiterau and S. Rota Bulo’ has been awarded the prestigious David Marr Prize at the ICCV 2015 conference in Chile.

Please check the Decision Forests project if you are interested in the theory and application of forests in computer vision and medical image analysis.

I have co-authored a large number of scientific papers and books, check my “publications” tab if interested.

Press

Here is a recent interview for the BBC on the InnerEye research project.

 

Projects

Decision Forests

Established: July 25, 2012

Decision Forests for Computer Vision and Medical Image Analysis A. Criminisi and J. Shotton Springer 2013, XIX, 368 p. 143 illus., 136 in color. ISBN 978-1-4471-4929-3  

InnerEye – medical image analysis

Established: October 7, 2008

InnerEye is a research project that uses state of the art machine learning for the automatic, quantitative analysis of medical images. Project description The project’s main focus is in the treatment of tumors and monitoring the progression of cancer in…

Publications

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2016

2015

2014

Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos
Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Bob Corish, Darko Zikic, Abigail Sellen, Marcus DSouza, Christian P. Kamm, Jessica Burggraaff, Prejaas Tewarie, Thomas Vogel, Michael Azzarito, Ben Glocker, Peter Chin, Frank Dahlke, Chris Polman, Ludwig Kappos, Bernard Uitdehaag, Antonio Criminisi, in MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention, Springer, September 1, 2014, View abstract, Download PDF
Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis – a proof-of-concept study
Marcus DSouza, J. Burggraaf, Christian P. Kamm, Prejass Tewarie, Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Thomas Vogel, Abigail Sellen, Matthias Machacek, Peter Chin, Antonio Criminisi, Frank Dahlke, Bernard Uitdehaag, Ludwig Kappos, in European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS), September 1, 2014, View abstract, View external link

2013

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Projects

Downloads

Sherwood C++ and C# code library for decision forests.

December 2012

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Microsoft Research Volume Rendering SDK

May 2012

COM components which provides scalable implementation of real-time volume rendering intended for server-based GPUs. It could also be accessed from .Net clients using the provided Runtime Callable Wrapper (RCW)

Size: 179 MB

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Geodesic High-Dynamic-Range Photography Tool

April 2012

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