Y
Research Areas
Links
Biography and Research Information
OverviewAI-generated summary
Yong-Jin Kim's research investigates the application of advanced computational techniques, including machine learning and deep learning, to address complex biological and medical questions. His work spans diverse areas such as early cancer detection through the integration of multi-omic data, including cell-free DNA methylation, copy number alterations, and fragmentation patterns. He has also explored the use of generative adversarial networks for analyzing early molecular alterations in tauopathy and has investigated transcriptome-based deep learning to identify potential drug candidates for muscle wasting disorders. Other research interests include the prognostic utility of PET imaging in cardiac amyloidosis, network analysis of cardiac remodeling, and the study of microbial communities, specifically analyzing CRISPR locus spacers in Escherichia coli from animal and human feces. Kim has published 51 papers, accumulating 576 citations with an h-index of 14. He has collaborated with several colleagues at Hendrix College, including Dongje Lee, Hanguen Kim, Jin‐Bum Park, and Jaeseong Koh.
Metrics
- h-index: 14
- Publications: 51
- Citations: 576
Selected Publications
-
MOANA: Multi-radar dataset for maritime odometry and autonomous navigation application (2025)
Collaboration Network
Top Collaborators
Yeon‐Hwa Kim
Chungbuk National University (KR)
4 shared publications
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
- Effects of aluminum on the behavior and regeneration of planarian
- Neurological and regenerative defects in fresh water planarian exposed to lead
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
Adikari Arachchige Dilki Indrachapa Adikari
Sunchon National University (KR)
4 shared publications
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
- Effects of aluminum on the behavior and regeneration of planarian
- Neurological and regenerative defects in fresh water planarian exposed to lead
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
Young‐Joo Yi
Sunchon National University (KR)
4 shared publications
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
- Effects of aluminum on the behavior and regeneration of planarian
- Neurological and regenerative defects in fresh water planarian exposed to lead
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
Sang‐Myeong Lee
Chungbuk National University (KR)
4 shared publications
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
- Effects of aluminum on the behavior and regeneration of planarian
- Neurological and regenerative defects in fresh water planarian exposed to lead
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
June-No So
Woosuk University (KR)
3 shared publications
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
- Neurological and regenerative defects in fresh water planarian exposed to lead
- Effects of cadmium on the behavior and regeneration of Dugesia japonica
You‐Jung Choi
Seoul National University Hospital (KR)
3 shared publications
- Independent Prognostic Utility of <sup>11</sup>C-Pittsburgh Compound B PET in Patients with Light-Chain Cardiac Amyloidosis
- Network Analysis of Cardiac Remodeling by Primary Mitral Regurgitation Emphasizes the Role of Diastolic Function
- Abstract 10440: Independent Prognostic Utility of <sup>11</sup> C-Pittsburgh Compound B Positron Emission Tomography in Light Chain Cardiac Amyloidosis Patients
Daewon Sohn
Seoul National University Hospital (KR)
3 shared publications
- Independent Prognostic Utility of <sup>11</sup>C-Pittsburgh Compound B PET in Patients with Light-Chain Cardiac Amyloidosis
- Network Analysis of Cardiac Remodeling by Primary Mitral Regurgitation Emphasizes the Role of Diastolic Function
- Abstract 10440: Independent Prognostic Utility of <sup>11</sup> C-Pittsburgh Compound B Positron Emission Tomography in Light Chain Cardiac Amyloidosis Patients
Seung‐Pyo Lee
3 shared publications
- Independent Prognostic Utility of <sup>11</sup>C-Pittsburgh Compound B PET in Patients with Light-Chain Cardiac Amyloidosis
- Network Analysis of Cardiac Remodeling by Primary Mitral Regurgitation Emphasizes the Role of Diastolic Function
- Abstract 10440: Independent Prognostic Utility of <sup>11</sup> C-Pittsburgh Compound B Positron Emission Tomography in Light Chain Cardiac Amyloidosis Patients
Mookyung Cheon
3 shared publications
- Investigation of early molecular alterations in tauopathy with generative adversarial networks
- TNF-α-NF-κB activation through pathological α-Synuclein disrupts the BBB and exacerbates axonopathy
- GAN Learning Methods for Bulk RNA-Seq Data and Their Interpretive Application in the Context of Disease Progression
Tae-Dong Kwon
2 shared publications
- Effects of Graviola(Annona muricata) Ingestion and Swimming Exercise on Body Weight and Blood ipid in rat
- The Study of intake graviola and swimming exercises on apoptosis factors inducing inhibition of Adipogenesis differentiation in High-fat diet Rats
Youngil Koh
Seoul National University Hospital (KR)
2 shared publications
- Independent Prognostic Utility of <sup>11</sup>C-Pittsburgh Compound B PET in Patients with Light-Chain Cardiac Amyloidosis
- Abstract 10440: Independent Prognostic Utility of <sup>11</sup> C-Pittsburgh Compound B Positron Emission Tomography in Light Chain Cardiac Amyloidosis Patients
In‐Chang Hwang
Seoul National University Bundang Hospital (KR)
2 shared publications
- Independent Prognostic Utility of <sup>11</sup>C-Pittsburgh Compound B PET in Patients with Light-Chain Cardiac Amyloidosis
- Abstract 10440: Independent Prognostic Utility of <sup>11</sup> C-Pittsburgh Compound B Positron Emission Tomography in Light Chain Cardiac Amyloidosis Patients
Jun‐Bean Park
Seoul National University Hospital (KR)
2 shared publications
- Independent Prognostic Utility of <sup>11</sup>C-Pittsburgh Compound B PET in Patients with Light-Chain Cardiac Amyloidosis
- Abstract 10440: Independent Prognostic Utility of <sup>11</sup> C-Pittsburgh Compound B Positron Emission Tomography in Light Chain Cardiac Amyloidosis Patients
Yeonyee E. Yoon
Seoul National University (KR)
2 shared publications
- Independent Prognostic Utility of <sup>11</sup>C-Pittsburgh Compound B PET in Patients with Light-Chain Cardiac Amyloidosis
- Abstract 10440: Independent Prognostic Utility of <sup>11</sup> C-Pittsburgh Compound B Positron Emission Tomography in Light Chain Cardiac Amyloidosis Patients
Hye‐Rin Kim
Korea Brain Research Institute (KR)
2 shared publications
- Investigation of early molecular alterations in tauopathy with generative adversarial networks
- TNF-α-NF-κB activation through pathological α-Synuclein disrupts the BBB and exacerbates axonopathy
Similar Researchers
Based on overlapping research topics
Andres Dewendt Urdaneta
Arkansas Tech University
AI in cancer detection
Advanced Neural Network Applications
Cancer-related molecular mechanisms research
Sam Davis Omekara
Philander Smith College
AI in cancer detection
Bioinformatics and Genomic Networks
Cancer-related molecular mechanisms research
Mark Worley
University of Arkansas for Medical Sciences
Advanced Neural Network Applications
Bioinformatics and Genomic Networks
Medical Imaging Techniques and Applications
M. Fazlul Hoq
University of Arkansas for Medical Sciences
AI in cancer detection
Advanced Neural Network Applications
Cancer-related molecular mechanisms research
Lyle Burdine
University of Arkansas for Medical Sciences
Advanced Neural Network Applications
Bioinformatics and Genomic Networks
Medical Imaging Techniques and Applications
Xinze Li
University of Arkansas at Fayetteville
Advanced Neural Network Applications
Bioinformatics and Genomic Networks
Medical Imaging Techniques and Applications