83 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Korea Advanced Institute of Science and TechnologyKR7 papers
- Seoul National UniversityKR3 papers
- Asan Medical CenterKR1 paper
- Google DeepMind (United Kingdom)GB1 paper
- Inha UniversityKR1 paper
- King Abdulaziz UniversitySA1 paper
- Korea Institute of Science and TechnologyKR1 paper
- Naver (South Korea)KR1 paper
- Pohang University of Science and TechnologyKR1 paper
- Resonance Research (United States)US1 paper
- Robotics Research (United States)US1 paper
- Seoul National University HospitalKR1 paper
9 papers
Lesion-Aware Post-Training of Latent Diffusion Models for Synthesizing Diffusion MRI from CT Perfusion
Junhyeok Lee, Hyunwoong Kim, Hyungjin Chung +4
Image-to-Image translation models can help mitigate various challenges inherent to medical image acquisition. Latent diffusion models (LDMs) leverage efficient learning in compress…
The emergence of division of labor through decentralized social sanctioning
Anil Yaman, Joel Z. Leibo, Giovanni Iacca +1
Human ecological success relies on our characteristic ability to flexibly self-organize into cooperative social groups, the most successful of which employ substantial specializati…
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement
Mehmet Akçakaya, Burhaneddin Yaman, Hyungjin Chung +1
Recently, deep learning approaches have become the main research frontier for biological image reconstruction and enhancement problems thanks to their high performance, along with…
Deep learning enables reference-free isotropic super-resolution for volumetric fluorescence microscopy
Hyoungjun Park, Myeongsu Na, Bumju Kim +4
Volumetric imaging by fluorescence microscopy is often limited by anisotropic spatial resolution from inferior axial resolution compared to the lateral resolution. To address this…
GSSMD: A new standardized effect size measure to improve robustness and interpretability in biological applications
Seongyong Park, Shujaat Khan, Muhammad Moinuddin +1
In many biological applications, the primary objective of study is to quantify the magnitude of treatment effect between two groups. Cohens'd or strictly standardized mean differen…
Multimodal Dual Attention Memory for Video Story Question Answering
Kyung-Min Kim, Seong-Ho Choi, Jin-Hwa Kim +1
We propose a video story question-answering (QA) architecture, Multimodal Dual Attention Memory (MDAM). The key idea is to use a dual attention mechanism with late fusion. MDAM use…
Three-dimensional label-free imaging and quantification of lipid droplets in live hepatocytes
Kyoohyun Kim, SeoEun Lee, Jonghee Yoon +3
Lipid droplets (LDs) are subcellular organelles with important roles in lipid storage and metabolism and involved in various diseases including cancer, obesity, and diabetes. Conve…
Label-free characterization of white blood cells by measuring 3D refractive index maps
Jonghee Yoon, Kyoohyun Kim, HyunJoo Park +3
The characterization of white blood cells (WBCs) is crucial for blood analyses and disease diagnoses. However, current standard techniques rely on cell labeling, a process which im…
A non-iterative method for the electrical impedance tomography based on joint sparse recovery
Ok Kyun Lee, Hyeonbae Kang, Jong Chul Ye +1
The purpose of this paper is to propose a non-iterative method for the inverse conductivity problem of recovering multiple small anomalies from the boundary measurements. When smal…