A collaboration between mathematics, engineering, physics and biomedical scientists and clinicians, aiming to achieve synergies between applied mathematics and statistics through the focus on the analysis of clinical imaging.
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COVID-19 Project Website Live
The CMIH is proud to be involved in developing an open-source artificial intelligence tool that combines chest imaging data and clinical data to support ...
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Projects
We currently have 40 projects
![](https://archive.cmih.maths.cam.ac.uk/wp-content/themes/cmih/img/default-image.png)
Proximal-Nets: Unfolding Proximal Algorithms for Accelerating and Improving MR Image Reconstruction
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/themes/cmih/img/default-image.png)
Joint Variational Reconstruction and Motion Estimation via Sparse Dictionary Learning for Robust Optical Flow
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2019/04/website-image-e1554801633462.jpg)
Automated assessment of disease progression in Idiopathic Pulmonary Fibrosis
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2019/04/0801_test_force.jpg)
Developing a Predictive Model Integrating Machine Learning and Image Inpainting to Delineate Tumour Invasion in Glioblastoma
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2019/02/Mammography-1.jpg)
Multi-task Transfer Learning for Deep Convolutional Neural Network in Automatic Classification of Mammography
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture2-2-e1515161275552.png)
Unsupervised Brain tumor and abnormality detection
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/fundamentals.png)
Fundamentals of models and sampling in undersampled acquisitions
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture1-8-e1518537753102.png)
Undersampled Helium Atom Microscopy for resolution enhancement
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture9-1-e1515169379524.png)
The Complete Inversion Formulation For EEG and MEG
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture8-1-e1515167861627.png)
A-B quasiconvexity and imaging processing
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture2-7-e1518525318838.png)
Numerical analysis of bi-level parameter training scheme in total variation image reconstruction
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture7-e1515162636306.png)
Mapping zebrafish cell migration in vivo
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture3-3.png)
Flow of microtubules in the Drosophila oocyte
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture6-1-e1515162470710.png)
Characterising blood flow in haemoglobin image sequences
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture4-2-e1515161853941.png)
Cellular mechanics of Drosophila
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture3-1-e1515161416937.png)
A Simultaneous Reconstruction and Motion Estimation Approach for Improving Undersampled MRI Reconstruction
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture1-2-e1515160915983.png)
Restoring Specular-Free Video Sequences from Rank-Constrained Data
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/themes/cmih/img/default-image.png)
Automated Classification of Osteoarthritis with Textural Analysis of Magnetic Resonance Images
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture1-e1517415554487.jpg)
DeepCardio: towards a better prediction of heart attacks and stroke using a machine learning approach
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture2-1-e1515071434921.png)
Radiomics: Calcium scoring and textural analysis for the prediction of heart attack and stroke
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/ct_metastases-e1515409008863.png)
Visualisation of bone asymmetry in CT data
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture2-4-e1517238532434.png)
Computer-aided detection and personalised screening in breast imaging
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture1-1-e1515070552822.png)
Multi-modal image analysis in cancer research
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/themes/cmih/img/default-image.png)
Robustness of fMRI interpretations to modelling assumptions
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture10-e1514994878519.png)
Joint reconstruction and segmentation from undersampled MRI data
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/stem1-e1517496188200.png)
Mixed Effects Model of High-dimensional Irregular Shaped Tensors on Manifolds
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/ImageRegistrationProject-e1515667929672.png)
Learning Image Registration
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Emd-5161-e1518602772635.jpg)
Electron Microscopy in Medical Research
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture9-e1514984611982.png)
Learning a Sampling Pattern for MRI
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture8-e1514984444403.png)
Photoacoustic tomography - Variational Methods for Improving Spatial Resolution
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/themes/cmih/img/default-image.png)
Unsupervised analysis of tumour vascular parameters in photoacoustic tomography
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/nmr-e1518537895632.png)
Fidelity enhancement in NMR spectroscopy for assisted drug design
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture5-e1514983866221.png)
Super-Resolved Diffusion Tensor Imaging
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/dtv_scaled.png)
Faster PET Reconstruction by Stochastic Optimization
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture3-e1514983498310.png)
Reconstruction of endoscopic images
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/fourier_reconstructions-e1515502233346.png)
Image reconstruction from Fourier samples
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture2-3-e1515503042225.png)
Feature extraction in high-dimensional data
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture4-3-e1517238776160.png)
Numerical modelling of coronary atherosclerotic plaques
View the project![](https://archive.cmih.maths.cam.ac.uk/wp-content/uploads/2018/01/Picture2-e1514983260432.png)