Doheon Lee

The paper constructs an interregional molecular connectome in schizophrenia using transcriptomic data and identifies candidate dysregulations in neural circuits.

This paper presents an automated framework using LLMs to identify supporting and contradictory evidence in biomedical literature, validated on the BioNLI task with high accuracy and stability.

The paper introduces a linearization autoencoder for regression analysis with high-dimensional data, achieving prediction and feature selection by aligning data points to linear relations of labels.

The paper introduces an interactive retrieval system for clinical trial protocols that improves search by using context-dependent protocol element selection.

This study compares mucosal microbiota composition and function along the intestine using shotgun metagenomics, highlighting functional enrichments and antimicrobial resistance patterns.

The paper develops a participant-driven data collection platform for evaluating digital healthcare apps, demonstrating its reliability through statistical validation with 718 participants.