Search Results for author: Yeseul Jeon

Found 4 papers, 2 papers with code

Network-based Topic Structure Visualization

1 code implementation31 Jan 2024 Yeseul Jeon, Jina Park, Ick Hoon Jin, Dongjun Chungc

In the real world, many topics are inter-correlated, making it challenging to investigate their structure and relationships.

Topic Models

Statistical Power Analysis for Designing Bulk, Single-Cell, and Spatial Transcriptomics Experiments: Review, Tutorial, and Perspectives

no code implementations7 Jan 2023 Hyeongseon Jeon, Juan Xie, Yeseul Jeon, Kyeong Joo Jung, Arkobrato Gupta, Won Chang, Dongjun Chung

In this paper, we review and discuss the power analysis for three types of gene expression profiling technologies from a practical standpoint, including bulk RNA-seq, single-cell RNA-seq, and high-throughput spatial transcriptomics.

Interpretable Fusion Analytics Framework for fMRI Connectivity: Self-Attention Mechanism and Latent Space Item-Response Model

no code implementations4 Jul 2022 Jeong-Jae Kim, Yeseul Jeon, SuMin Yu, Junggu Choi, Sanghoon Han

We first derive the region of interest (ROI) functional connectivity network (FCN) by embedding functions based on their similar signal patterns.

Classification valid

Network-based Topic Interaction Map for Big Data Mining of COVID-19 Biomedical Literature

1 code implementation7 Jun 2021 Yeseul Jeon, Dongjun Chung, Jina Park, Ick Hoon Jin

The application of this proposed framework to the PubMed literature demonstrates utility of our approach in understanding of the topic composition related to COVID-19 studies in the stage of its emergence.

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