Chungsoo Kim

According to our database, Chungsoo Kim authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Comparison of deep learning and conventional methods for disease onset prediction.

Luis H. John, Chungsoo Kim, Jan A. Kors, Junhyuk Chang, Hannah Morgan-Cooper, Priya Desai, Chao Pang, Peter R. Rijnbeek, Jenna Marie Reps, Egill A. Fridgeirsson

CoRR, 2024

2023

Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study.

Anna Ostropolets, Yasser Albogami, Mitchell Conover, Juan M. Banda, William A. Baumgartner Jr., Clair Blacketer, Priyamvada Desai, Scott L. DuVall, Stephen P. Fortin, James P. Gilbert, Asieh Golozar, Joshua Ide, Andrew S. Kanter, David M. Kern, Chungsoo Kim, Lana Y. H. Lai, Chenyu Li, Feifan Liu, Kristine E. Lynch, Evan Minty, Maria Inês Neves, Ding Quan Ng, Tontel Obene, Victor Pera, Nicole Pratt, Gowtham Rao, Nadav Rappoport, Ines Reinecke, Paola Saroufim, Azza Shoaibi, Katherine Simon, Marc A. Suchard, Joel N. Swerdel, Erica A. Voss, James Weaver, Linying Zhang, George Hripcsak, Patrick B. Ryan

J. Am. Medical Informatics Assoc., April, 2023

RHEA: Real-World Observational Health Data Exploration Application.

Soobeen Seol, Jimyung Park, Chungsoo Kim, Dong Yun Lee, Rae Woong Park

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Prediction Models for Readmission Using Home Healthcare Notes and OMOP-CDM.

Sujin Gan, Chungsoo Kim, Dong Yun Lee, Rae Woong Park

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A De-Identification Model for Korean Clinical Notes: Using Deep Learning Models.

Junhyuk Chang, Jimyung Park, Chungsoo Kim, Rae Woong Park

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2021

Machine-learning model to predict the cause of death using a stacking ensemble method for observational data.

Chungsoo Kim, Seng Chan You, Jenna Marie Reps, Jae Youn Cheong, Rae Woong Park

J. Am. Medical Informatics Assoc., 2021

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data.

Sara Khalid, Cynthia Yang, Clair Blacketer, Talita Duarte-Salles, Sergio Fernández-Bertolín, Chungsoo Kim, Rae Woong Park, Jimyung Park, Martijn J. Schuemie, Anthony G. Sena, Marc A. Suchard, Seng Chan You, Peter R. Rijnbeek, Jenna Marie Reps

Comput. Methods Programs Biomed., 2021