Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks

Presanet

Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks

Scientific Reports Vol. 12 Issue 1, 2022
Multimodality image guidance system supporting prostate tumor-targeted brachytherapy

Guidance system

Multimodality image guidance system supporting prostate tumor-targeted brachytherapy

Radiotherapy and Oncology Vol. 166, 2022
Population-based 3D respiratory motion modelling autoencoders for 2D US-guided radiotherapy

Motion modelling

Population-based 3D respiratory motion modelling autoencoders for 2D US-guided radiotherapy

Medical Image Analysis Vol. 75, 2022
Feature invariant generative adversarial network for head and neck MRI/CT synthesis

CT synthesis

Feature invariant generative adversarial network for head and neck MRI/CT synthesis

Physics in Medicine & Biology Vol. 66 Issue 9, 2021
MRI to transrectal US registration for prostate interventions with shape-based deep variational auto-encoders

Registration

MRI to transrectal US registration for prostate interventions with shape-based deep variational auto-encoders

IEEE 18th ISBI, 2021
Intensity-based Wasserstein distance for unsupervised registration

Wasserstein

Intensity-based Wasserstein distance for unsupervised registration

IEEE 18th ISBI, 2021
Machine learning applications for head and neck imaging

Review

Machine learning applications for head and neck imaging

Neuroimaging Clinics Vol. 30 Issue 4, 2020
Overview of machine learning: part 2: deep learning for medial image analysis

Review

Overview of machine learning: part 2: deep learning for medial image analysis

Neuroimaging Clinics Vol. 30 Issue 4, 2020
A nonvisual eye tracker calibation method for video-based tracking

Visattac

A nonvisual eye tracker calibation method for video-based tracking

Journal of Vision Vol. 18 Issue 9, 2018