Daeun Kyung

Computer Science · Physical Sciences

4h-index53citations10works2.42yr avg
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Research Topics

AI in cancer detection(3), Radiomics and Machine Learning in Medical Imaging(3), Medical Image Segmentation Techniques(2), Medical Imaging Techniques and Applications(2), Domain Adaptation and Few-Shot Learning(2)

Publications10 total

Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025
arXiv (Cornell University)·2025Open Access
Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders
Scientific Reports·2024· 11 citedOpen Access
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records
arXiv (Cornell University)·2024· 1 citedOpen Access
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
arXiv (Cornell University)·2024Open Access
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
2024
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
arXiv (Cornell University)·2023· 7 citedOpen Access
Perspective Projection-Based 3d CT Reconstruction from Biplanar X-Rays
2023· 25 cited
Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays
arXiv (Cornell University)·2023· 2 citedOpen Access
Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders
arXiv (Cornell University)·2022· 3 citedOpen Access
Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations
IEEE Access·2022· 4 citedOpen Access

Frequent Co-authors

Edward Choi(9), Seongsu Bae(3), Gyubok Lee(3), Kyungmin Jo(2), Jaegul Choo(2), Jongseong Jang(2), Seung Hwan Kim(2), Honglak Lee(2), Kyung‐Hoon Bae(2), Tackeun Kim(2), Wonchul Cha(2), Alistair E. W. Johnson(2), Jiho Kim(2), Yeonsu Kwon(2), Tom Pollard(2), Joonseok Lee(1), Jaehee Ryu(1), Eunbyeol Cho(1), Sunjun Kweon(1), Jungwoo Oh(1)