research
∙
07/17/2023
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation
One of the distinct characteristics in radiologists' reading of multipar...
share
research
∙
03/03/2023
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion
We propose an image synthesis mechanism for multi-sequence prostate MR i...
research
∙
09/12/2022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
The prowess that makes few-shot learning desirable in medical image anal...
research
∙
07/26/2022
Cross-Modality Image Registration using a Training-Time Privileged Third Modality
In this work, we consider the task of pairwise cross-modality image regi...
research
∙
03/30/2022
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation
Dice similarity coefficient (DSC) and Hausdorff distance (HD) are widely...
research
∙
02/20/2022
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation
Image quality assessment (IQA) in medical imaging can be used to ensure ...
research
∙
01/17/2022
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning
The ability to adapt medical image segmentation networks for a novel cla...
research
∙
06/04/2021
Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images
Prostate cancer (PCa) is one of the leading causes of death for men worl...
research
∙
11/09/2020
Micron-level Optimal Obstacle-avoidance Trajectory Planning for a Free-floating Space Robot with Predefined-time Convergence
With the development of human space exploration, the space environment i...
research
∙
10/28/2020
Kernel Aggregated Fast Multipole Method: Efficient summation of Laplace and Stokes kernel functions
Many different simulation methods for Stokes flow problems involve a com...
research
∙
09/14/2019
A scalable computational platform for particulate Stokes suspensions
We describe a computational framework for simulating suspensions of rigi...
research
∙
11/23/2017
