Posts by Collection

portfolio

publications

The MOSDEF Survey: Neon as a Probe of ISM Physical Conditions at High Redshift.

Jeong, M., Shapley, A. E., Sanders, …, and Barro, G.

The Astrophysical Journal Letters, 2020

The theoretical limit of local ancestry inference.

Jeong, M., Sankararaman, S., and Wei, A.

preprint, 2024

Scalable summary statistics-based heritability estimation method with individual genotype level accuracy.

Jeong, M., Pazokitoroudi, A., Liu, Z., and Sankararaman, S.

Genome Research, 2024

DK-BEHRT: Teaching Language Models International Classification of Disease (ICD) Codes using Known Disease Descriptions.

An, U., Lee, S. A., Jeong, M., Gorla, A., Chiang, J. N., and Sankararaman, S.

AAAI workshop on AI for Medicine and Healthcare, 2025

Heritability analysis of automatically extracted OCT biomarkers in the UK biobank

Jeong, M., Chiu, A. M., An, U., Avram, O., Zekavat S., and Sankararaman S.

preprint, 2025

Train-free unsupervised volumetric embeddings using image foundation models enable improved predictions and genomic discoveries

An*, U., Jeong*, M., Lee, S. A., Gorla, A., and Sankararaman, S.

RECOMB Genetics, 2025

*Equal contribution

RAPTOR: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models

An*, U., Jeong*, M., Lee, S. A., Gorla, A., Yang, Y., and Sankararaman, S.

ICML 2025 Spotlight, 2025

*Equal contribution

Summary-statistics-based unified method for multivariate inference of traits.

Jeong, M. and Sankararaman, S.

preprint, 2025

Describing California’s controlled opioid prescription landscape with the CURES Dataset: descriptive statistics and machine-learning explorations.

Jeong, M., Fu, B., Rahman, S., and Sankararaman, S.

preprint, 2025

talks

teaching