4 citations · 7 across the 6 of their papers we have counts for
6 papers
Geometry-Correct Diffusion Posterior Sampling with Denoiser-Pullback Curvature Guidance and Manifold-Aligned Damping
Seunghyeok Shin, Minwoo Kim, Dabin Kim +1
Diffusion posterior sampling conditions diffusion priors on measurements, but data-consistency updates are typically scaled by hand-tuned guidance weights and can destabilize sampl…
TUS-REC2024: A Challenge to Reconstruct 3D Freehand Ultrasound Without External Tracker
Qi Li, Shaheer U. Saeed, Yuliang Huang +24
Trackerless freehand ultrasound reconstruction aims to reconstruct 3D volumes from sequences of 2D ultrasound images without relying on external tracking systems. By eliminating th…
Learned Image Compression and Restoration for Digital Pathology
SeonYeong Lee, EonSeung Seong, DongEon Lee +7
Digital pathology images play a crucial role in medical diagnostics, but their ultra-high resolution and large file sizes pose significant challenges for storage, transmission, and…
Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning
SiYeoul Lee, SeonHo Kim, Minkyung Seo +9
This study introduces a motion-based learning network with a global-local self-attention module (MoGLo-Net) to enhance 3D reconstruction in handheld photoacoustic and ultrasound (P…
Fluence compensation for real-time spectroscopic photoacoustic imaging
MinWoo Kim, Geng-Shi Jeng, Matthew O'Donnell +1
Recently we demonstrated an integrated photoacoustic (PA) and ultrasound (PAUS) system using a kHz-rate wavelength-tunable laser and a swept-beam delivery approach. It irradiates a…
Deep-learning Image Reconstruction for Real-time Photoacoustic System
MinWoo Kim, Geng-Shi Jeng, Ivan Pelivanov +1
Recent advances in photoacoustic (PA) imaging have enabled detailed images of microvascular structure and quantitative measurement of blood oxygenation or perfusion. Standard recon…