Projects


For more information about the projects or discuss more options, please contact caim@vision.ee.ethz.ch


Simultaneous deep segmentation and registration of histology images to a mouse brain atlas

segmentation

registration

deep neural network

Real-time ultrasound tracking for motion compensation in radiation therapy

ultrasound

registration

real-time

therapy

Deep neural networks for medical image registration

registration

deep neural network

Registration of biomechanical atlas to subject data

registration

deformable

surface models

Optimal control of muscular systems for movement biomechanics

optimization

control theory

inverse dynamics

Augmented Reality Guided Ultrasound Imaging

Augmented Reality

Hololens

Ultrasound

US

tracked US

sparse 3D

Realtime

Augmented Reality Guided Ultrasound Imaging

Augmented Reality

Hololens

Ultrasound

US

tracked US

sparse 3D

Realtime

Optimization of MRI Sequences using Deep Neural Networks

Deep Neural Networks

Segmentation

MRI

Sparse

Multi-Spectral Interpolation of Sparse Annotations using Deep Neural Networks

Deep Neural Networks

Segmentation

MRI

Sparse

Deep Neural Networks for Tissue Segmentation in MRI

Deep Neural Networks

Segmentation

MRI

Comparison of Sparse vs. Dense MRI Annotations for Segmentation using Deep Neural Networks

Deep Neural Networks

Segmentation

MRI

Tissue Segmentation

Bone Segmentation using Deep Neural Networks for Tracked Ultrasound

Deep Neural Networks

Segmentation

Ultrasound

US

tracked

sparse 3D

Automatic Detection of Unique Landmarks Across Patient MRIs using Deep Neural Networks

Deep Neural Networks

MRI

Keypoint Detection

Registration

Matching

Interactive biomechanical simulation of the spine for surgical planning

simulation

modelling

physics-based animation

Staging of muscular disease

machine learning

neural network

classification

Convolutional neural network segmentation in musculoskeletal systems

machine learning

neural network

segmentation

US 3D Bone Modeling & CT Registration [SA/DA]

ultrasound

registration

Augmented Reality for Surgical Navigation [SA/DA 1..2]

augmented reality

Ultrasound computed-tomography

ultrasound

array beamforming

inverse problems

real-time

GPU

Three-dimensional simulation of medical ultrasound

ultrasound

computational science

finite-difference

high-performance computing

Volume mesh generation and simulation of muscles based on trivariate B-spline geometry [SA/DA]

FEM

mesh generation

simulation

Ultrasound Tracking of Abdominal Motion to Reduce Doses in Radiation Therapy

ultrasound

tracking

Topographic Reconstruction of Legs for Postoperative Appearance After Realignment Surgeries

modeling

simulation

Segmentation of the Retina in Optical Coherence Tomography (OCT) Images

segmentation

Rheometry Setup for Characterizing Tissue Mimicking Phantoms for Ultrasound (US) Elastography

ultrasound

elastography

Predicting Spinal Surgery Outcome for the Trunk Anatomy

simulation

surgical planning

Observing Breathing Motion in MRI to Compensate Radiation Treatment Planning

registration

Mechanical Exciters for Ultrasound Harmonic Elastography

ultrasound

elastography

Match it right! Anatomical Shape Correspondences in Medical Images

statistical shape modeling

Markov Random Fields for Medical Image Segmentation

segmentation

Hand-held ultrasound imaging of breast for tumor screening

ultrasound

simulation

optimization

tracking

beamforming

CUDA Ray Tracing-based for Real-Time Ultrasound (US) Simulation

ultrasound

simulation

GPGPU

ray tracing

Automatic Anatomical Mesh Generation

mesh generation

simulation