Implicit neural representation in medical imaging: A comparative survey
A Molaei, A Aminimehr, A Tavakoli… - Proceedings of the …, 2023 - openaccess.thecvf.com
Implicit neural representations (INRs) have emerged as a powerful paradigm in scene
reconstruction and computer graphics, showcasing remarkable results. By utilizing neural …
reconstruction and computer graphics, showcasing remarkable results. By utilizing neural …
[HTML][HTML] Generative modeling of living cells with so (3)-equivariant implicit neural representations
Data-driven cell tracking and segmentation methods in biomedical imaging require diverse
and information-rich training data. In cases where the number of training samples is limited …
and information-rich training data. In cases where the number of training samples is limited …
ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study
During and after a course of therapy, imaging is routinely used to monitor the disease
progression and assess the treatment responses. Despite of its significance, reliably …
progression and assess the treatment responses. Despite of its significance, reliably …
Uncertainty modeling for fine-tuned implicit functions
Implicit functions such as Neural Radiance Fields (NeRFs), occupancy networks, and signed
distance functions (SDFs) have become pivotal in computer vision for reconstructing …
distance functions (SDFs) have become pivotal in computer vision for reconstructing …
[PDF][PDF] AAA-100: A Curated Dataset of 3D Watertight Abdominal Aortic Aneurysm Models
An abdominal aortic aneurysm (AAA) is a local dilatation of the abdominal aorta exceeding
30 mm that might rupture, with fatal outcomes in 70-80% of cases [4]. Personalized 3D …
30 mm that might rupture, with fatal outcomes in 70-80% of cases [4]. Personalized 3D …