output
20172023
most citedLLM-driven Multimodal Target Volume Contouring in Radiation Oncology

75 citations

9 papers

eess.IV2023★ 1 cited

A human brain atlas of chi-separation for normative iron and myelin distributions

Kyeongseon Min, Beomseok Sohn, Woo Jung Kim +9

Iron and myelin are primary susceptibility sources in the human brain. These substances are essential for healthy brain, and their abnormalities are often related to various neurol…

eess.IV2023★ 75 cited

LLM-driven Multimodal Target Volume Contouring in Radiation Oncology

Yujin Oh, Sangjoon Park, Hwa Kyung Byun +4

Target volume contouring for radiation therapy is considered significantly more challenging than the normal organ segmentation tasks as it necessitates the utilization of both imag…

quant-ph2022★ 1 cited

Range dependent Hamiltonian Algorithm for numerical QUBO formulation

Hyunju Lee, Kyungtaek Jun

With the advent and development of quantum computers, various quantum algorithms that can solve linear equations and eigenvalues faster than classical computers have been developed…

eess.IV2019★ 1 cited

Automated identification of neural cells in the multi-photon images using deep-neural networks

Si-Baek Seong, Hae-Jeong Park

The advancement of the neuroscientific imaging techniques has produced an unprecedented size of neural cell imaging data, which calls for automated processing. In particular, ident…

cs.CV2019★ 1 cited

Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study

Robert Robinson, Vanya V. Valindria, Wenjia Bai +19

Background: The trend towards large-scale studies including population imaging poses new challenges in terms of quality control (QC). This is a particular issue when automatic proc…

cs.CV2018★ 13 cited

Real-time Prediction of Segmentation Quality

Robert Robinson, Ozan Oktay, Wenjia Bai +17

Recent advances in deep learning based image segmentation methods have enabled real-time performance with human-level accuracy. However, occasionally even the best method fails due…