CAI4CAI

We are an academic research group focusing on Contextual Artificial Intelligence for Computer Assisted Interventions.

CAI4CAI is embedded in the School of Biomedical Engineering & Imaging Sciences at King’s College London, UK

**CAI4CAI**

About us

King's College London logo

We are based at King’s College London
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Surgical assistance

Our engineering research aims at improving surgical & interventional sciences

Multidisciplinarity

We take a multidisciplinary, collaborative approach to solve clinical challenges (📖)

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London

Our labs are located in St Thomas’ hospital, a prominent London landmark

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Machine learning

We design learning-based approaches for multi-modal reasoning

Medical imaging

Medical imaging is a core source of information in our research

Computational biophotonics

We design intelligent systems exploiting information captured by safe light

Contextual AI

We thrive at providing the right information at the right time to the surgical team and embrace human/AI interactions (📖)

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Translational research

Strong industrial links are key to accelerate translation of cutting-edge research into clinical impact

Open culture

We support open source, open access and involve patients in our research (👋)

Recent posts

Collaborative research

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CDT SMI

CDT SMI

Through a comprehensive, integrated training programme, the Centre for Doctoral Training in Smart Medical Imaging trains the next generation of medical imaging researchers.

GIFT-Surg

GIFT-Surg

The GIFT-Surg project is an international research effort developing the technology, tools and training necessary to make fetal surgery a viable possibility.

icovid

icovid

The icovid project focuses on AI-based lung CT analysis providing accurate quantification of disease and prognostic information in patients with suspected COVID-19 disease.

TRABIT

TRABIT

The Translational Brain Imaging Training Network (TRABIT) is an interdisciplinary and intersectoral joint PhD training effort of computational scientists, clinicians, and the industry in the field of neuroimaging.

Spin-outs and industry collaborations

Pathways to clinical impact

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Moon Surgical

Moon Surgical

Moon Surgical has partnered with us to develop machine learning for computer-assisted surgery. More information on our press release.

Hypervision Surgical Ltd

Hypervision Surgical Ltd

Following successful in-patient clinical studies of CAI4CAI’s translational research on computational hyperspectral imaging system for intraoperative surgical guidance, Hypervision Surgical Ltd was founded by Michael Ebner, Tom Vercauteren, Jonathan Shapey, and Sébastien Ourselin.

In collaboration with CAI4CAI, Hypervision Surgical’s goal is to convert the AI-powered imaging prototype system into a commercial medical device to equip clinicians with advanced computer-assisted tissue analysis for improved surgical precision and patient safety.

ico**metrix**

icometrix

icometrix is the consortium lead of the icovid project.

Intel (previously COSMONiO)

Intel (previously COSMONiO)

Intel is the industrial sponsor of Theo Barfoot’s’s PhD on Active and continual learning strategies for deep learning assisted interactive segmentation of new databases.

Mauna Kea Technologies

Mauna Kea Technologies

Tom Vercauteren worked for 10 years with Mauna Kea Technologies (MKT) before resuming his academic career.

Medtronic

Medtronic

Medtronic is the industrial sponsor of Tom Vercauteren’s Medtronic / Royal Academy of Engineering Research Chair in Machine Learning for Computer-Assisted Neurosurgery.

Open research

Exemplar outputs of our research

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Learning joint Segmentation of Tissues And Brain Lesions (jSTABL) from task-specific hetero-modal domain-shifted datasets

Learning joint Segmentation of Tissues And Brain Lesions (jSTABL) from task-specific hetero-modal domain-shifted datasets

Open source PyTorch implementation of “Dorent, R., Booth, T., Li, W., Sudre, C. H., Kafiabadi, S., Cardoso, J., … & Vercauteren, T. (2020). Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets. Medical Image Analysis, 67, 101862 (📖).”

Intrapapillary Capillary Loop (IPCL) Classification

Intrapapillary Capillary Loop (IPCL) Classification

We provide open source code and open access data for our paper “García-Peraza-Herrera, L. C., Everson, M., Lovat, L., Wang, H. P., Wang, W. L., Haidry, R., … & Vercauteren, T. (2020). Intrapapillary capillary loop classification in magnification endoscopy: Open dataset and baseline methodology. International journal of computer assisted radiology and surgery, 1-9 (📖).”

NiftyNet: Open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

NiftyNet: Open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

[unmaintained] NiftyNet is a TensorFlow 1.x based open-source convolutional neural networks (CNN) platform for research in medical image analysis and image-guided therapy (📖). It has been superseeded by MONAI.

Python Unified Multi-tasking API (PUMA)

Python Unified Multi-tasking API (PUMA)

PUMA provides a simultaneous multi-tasking framework that takes care of managing the complexities of executing and controlling multiple threads and/or processes.

GIFT-Grab: Simple frame grabbing API

GIFT-Grab: Simple frame grabbing API

GIFT-Grab is an open-source C++ and Python API for acquiring, processing and encoding video streams in real time (📖).

The CAI4CAI team

Principal investigators

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Tom Vercauteren

CAI4CAI lead

Professor of Interventional Image Computing

King's College London, United Kingdom

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Sébastien Ourselin

Professor of Healthcare Engineering

King's College London, United Kingdom

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Jonathan Shapey

Clinical Academic and Consultant Neurosurgeon

King's College London, United Kingdom

King's College Hospital NHS Foundation Trust, United Kingdom

Research team members

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Aaron Kujawa

Research Associate

King's College London, United Kingdom

Groups: Tom, Jonathan

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Charlie Budd

Research Software Engineer

King's College London, United Kingdom

Group: Tom

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Junwen Wang

Research Associate

King's College London, United Kingdom

Groups: Tom, Jonathan

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Lorena Garcia-Foncillas Macias

MRes/PhD Student

King's College London, United Kingdom

Groups: Jonathan, Tom

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Marina Ivory

Research Associate

King's College London, United Kingdom

Groups: Jonathan, Tom

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Matthew Elliot

Neurosurgical Clinical Research Fellow and PhD Student

King's College London, United Kingdom

King's College Hospital NHS Foundation Trust, United Kingdom

Groups: Jonathan, Tom

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Maxence Boels

PhD Student

King's College London, United Kingdom

Groups: Seb, Prokar

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Meng Wei

PhD Student

King's College London, United Kingdom

CDT Smart Medical Imaging

Groups: Tom, Miaojing

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Navodini Wijethilake

PhD Student

King's College London, United Kingdom

Groups: Jonathan, Tom

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Oluwatosin Alabi

PhD Student

King's College London, United Kingdom

EPSRC CDT in Smart Medical Imaging

Groups: Miaojing, Tom

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Oscar MacCormac

Neurosurgery Clinical Research Fellow and PhD Student

King's College London, United Kingdom

King's College Hospital NHS Foundation Trust, United Kingdom

Groups: Jonathan, Tom

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Peichao Li

PhD Student

King's College London, United Kingdom

Groups: Tom, Jonathan

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Silvère Ségaud

Research Associate

King's College London, United Kingdom

Groups: Tom, Jonathan, Yijing

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Soumya Kundu

PhD Student

King's College London, United Kingdom

Groups: Jonathan, Tom

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Tangqi Shi

PhD Student

King's College London, United Kingdom

Group: Tom Booth, Tom

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Theo Barfoot

PhD Student

King's College London, United Kingdom

Imperial College London, United Kingdom

EPSRC CDT in Smart Medical Imaging

Groups: Tom, Ben, Jonathan

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Yanghe Hao

MRes/PhD Student

King's College London, United Kingdom

Groups: Tom, Christos

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Yijing Xie

L’Oréal UK&I and UNESCO for Women in Science Rising Talent Fellow

King's College London, United Kingdom

Affiliated research team members

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Helena Williams

Postdoctoral fellow

KU Leuven, Belgium

King's College London, United Kingdom

Groups: Jan, Jan, Tom

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Martin Huber

PhD Student

King's College London, United Kingdom

Groups: Christos, Tom

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Michael Ebner

CEO and co-founder, Hypervision Surgical

Hypervision Surgical Ltd, United Kingdom

King's College London, United Kingdom

Alumni

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CAI4CAI alumni

See our previous lab members

Open positions

You can browse our list of open positions (if any) here, as well as get an insight on the type of positions we typically advertise by browsing through our list of previous openings. We are also supportive of hosting strong PhD candidates and researchers supported by a personal fellowship/grant.

Please note that applications for the listed open positions need to be made through the University portal to be formally taken into acount.

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