17 citations · 35 across the 10 of their papers we have counts for
10 papers
Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information
Gilchan Park, Sean McCorkle, Carlos Soto +2
Because protein-protein interactions (PPIs) are crucial to understand living systems, harvesting these data is essential to probe disease development and discern gene/protein funct…
Density Estimation via Measure Transport: Outlook for Applications in the Biological Sciences
Vanessa Lopez-Marrero, Patrick R. Johnstone, Gilchan Park +1
One among several advantages of measure transport methods is that they allow for a unified framework for processing and analysis of data distributed according to a wide class of pr…
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge
Gilchan Park, Byung-Jun Yoon, Xihaier Luo +3
Background: Identification of the interactions and regulatory relations between biomolecules play pivotal roles in understanding complex biological systems and the mechanisms under…
Parallel hybrid quantum-classical machine learning for kernelized time-series classification
Jack S. Baker, Gilchan Park, Kwangmin Yu +3
Supervised time-series classification garners widespread interest because of its applicability throughout a broad application domain including finance, astronomy, biosensors, and m…
Comprehensive analysis of gene expression profiles to radiation exposure reveals molecular signatures of low-dose radiation response
Xihaier Luo, Sean McCorkle, Gilchan Park +6
There are various sources of ionizing radiation exposure, where medical exposure for radiation therapy or diagnosis is the most common human-made source. Understanding how gene exp…
Figure Descriptive Text Extraction using Ontological Representation
Gilchan Park, Julia Rayz, Line Pouchard
Experimental research publications provide figure form resources including graphs, charts, and any type of images to effectively support and convey methods and results. To describe…
Quantum multi-programming for Grover's search
Gilchan Park, Kun Zhang, Kwangmin Yu +1
Quantum multi-programming is a method utilizing contemporary noisy intermediate-scale quantum computers by executing multiple quantum circuits concurrently. Despite early research…
Towards Text-based Phishing Detection
Gilchan Park, Julia M. Taylor
This paper reports on an experiment into text-based phishing detection using readily available resources and without the use of semantics. The developed algorithm is a modified ver…
Towards The Automatic Coding of Medical Transcripts to Improve Patient-Centered Communication
Gilchan Park, Julia Taylor Rayz, Cleveland G. Shields
This paper aims to provide an approach for automatic coding of physician-patient communication transcripts to improve patient-centered communication (PCC). PCC is a central part of…
Using Syntactic Features for Phishing Detection
Gilchan Park, Julia M. Taylor
This paper reports on the comparison of the subject and object of verbs in their usage between phishing emails and legitimate emails. The purpose of this research is to explore whe…