Namu Park

According to our database, Namu Park authored at least 11 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Automated identification of incidentalomas requiring follow-up: A multi-anatomy evaluation of LLM-based and supervised approaches.

Namu Park, Farzad Ahmed, Zhaoyi Sun, Kevin Lybarger, Ethan Breinhorst, Julie Hu, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen

J. Biomed. Informatics, 2026

2025

Identifying Imaging Follow-Up in Radiology Reports: A Comparative Analysis of Traditional ML and LLM Approaches.

Namu Park, Giridhar Kaushik Ramachandran, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen, Martin L. Gunn

CoRR, November, 2025

2024

BioMistral-NLU: Towards More Generalizable Medical Language Understanding through Instruction Tuning.

Yujuan Fu, Giridhar Kaushik Ramachandran, Namu Park, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen

CoRR, 2024

A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models.

Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods.

Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J. Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2022

Reply to issues about entitymetrics and paper-entity citation network.

Qi Yu, Qi Wang, Yafei Zhang, Chongyan Chen, Hyeyoung Ryu, Namu Park, Jae-Eun Baek, Keyuan Li, Yifei Wu, Daifeng Li, Jian Xu, Meijun Liu, Jeremy J. Yang, Chenwei Zhang, Chao Lu, Peng Zhang, Xin Li, Baitong Chen, Islam Akef Ebeid, Julia Fensel, Chao Min, Yujia Zhai, Min Song, Ying Ding, Yi Bu

Scientometrics, 2022

Automated extraction of information of lung cancer staging from unstructured reports of PET-CT interpretation: natural language processing with deep-learning.

Hyung Jun Park, Namu Park, Jang Ho Lee, Myeong Geun Choi, Jin-Sook Ryu, Min Song, Chang Min Choi

BMC Medical Informatics Decis. Mak., 2022

A Corpus of Radiology Reports From Multiple Imaging Modalities With Fine-grained Event-based Annotations.

Kevin Lybarger, Namu Park, Sitong Zhou, Aashka Damani, Alison Brennan, Jagjeet Gill, Nianiella Dorvall, Vy Huynh, Spencer Lewis, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen

Proceedings of the AMIA 2022, 2022

2021

Analyzing knowledge entities about COVID-19 using entitymetrics.

Qi Yu, Qi Wang, Yafei Zhang, Chongyan Chen, Hyeyoung Ryu, Namu Park, Jae-Eun Baek, Keyuan Li, Yifei Wu, Daifeng Li, Jian Xu, Meijun Liu, Jeremy J. Yang, Chenwei Zhang, Chao Lu, Peng Zhang, Xin Li, Baitong Chen, Islam Akef Ebeid, Julia Fensel, Chao Min, Yujia Zhai, Min Song, Ying Ding, Yi Bu

Scientometrics, 2021

2020

Data Augmentation Using Empirical Mode Decomposition on Neural Networks to Classify Impact Noise in Vehicle.

Gue-Hwan Nam, Seok-Jun Bu, Namu Park, Jae-Yong Seo, Hyeon-Cheol Jo, Won-Tae Jeong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Monte Carlo Search-Based Triplet Sampling Method for Learning Disentangled Representation of Impulsive Noise on Steering Gear.

Seok-Jun Bu, Namu Park, Gue-Hwan Nam, Jae-Yong Seo, Sung-Bae Cho

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020