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Jisoo Lee
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SegmentAnyBone: A universal model that segments any bone at any location on MRI
H Gu, R Colglazier, H Dong, J Zhang, Y Chen, Z Yildiz, Y Chen, L Li, ...
Medical Image Analysis 101, 103469, 2025
332025
Comparative validation of AI and non-AI methods in MRI volumetry to diagnose Parkinsonian syndromes
J Song, J Hahm, J Lee, CY Lim, MJ Chung, J Youn, JW Cho, JH Ahn, ...
Scientific reports 13 (1), 3439, 2023
162023
Contourdiff: Unpaired image translation with contourguided diffusion models
Y Chen, N Konz, H Gu, H Dong, Y Chen, L Li, J Lee, MA Mazurowski
arXiv preprint arXiv:2403.10786 2 (3), 4, 2024
142024
Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients
J Lee, S Lee, WN Street, LA Polgreen
BMC Medical Informatics and Decision Making 22 (1), 115, 2022
82022
ContourDiff: Unpaired Medical Image Translation with Structural Consistency
Y Chen, N Konz, H Gu, H Dong, Y Chen, L Li, J Lee, MA Mazurowski
Machine Learning for Biomedical Imaging 3 (November 2025 issue), 711-727, 2025
2025
Transplant-Ready? Evaluating AI Lung Segmentation Models in Candidates with Severe Lung Disease
J Lee, MR Harowicz, Y Chen, H Gu, IS Alderete, L Li, MA Mazurowski, ...
arXiv preprint arXiv:2509.15083, 2025
2025
SegmentAnyMuscle: A universal muscle segmentation model across different locations in MRI
R Colglazier, J Lee, H Dong, H Gu, Y Chen, J Cao, Z Yildiz, Z Liu, N Konz, ...
arXiv preprint arXiv:2506.22467, 2025
2025
Improving Surgical Risk Prediction Through Integrating Automated Body Composition Analysis: a Retrospective Trial on Colectomy Surgery
H Gu, Y Chen, J Lee, D Schaps, R Woody, R Colglazier, MA Mazurowski, ...
arXiv preprint arXiv:2506.11996, 2025
2025
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes
J Song, J Hahm, J Lee, CY Lim, MJ Chung, J Youn, JW Cho, JH Ahn, ...
arXiv preprint arXiv:2207.11534, 2022
2022
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