AI Models
Delirium Identification among Patients with Advanced Cancer in Palliative Care
Developed by Hayeon Lee and Jinseok Lee (2022)
Publication: Under review
Website: http://ai-wm.khu.ac.kr/Delirium/
In-hospital Mortality Prediction in Trauma Patients
Developed by Seungseok Lee, Wu Seong Kang and Jinseok Lee (2022)
Publication: S. Lee†, W. S. Kang†, S. Seo†, D. W. Kim†, H. Ko, J. Kim, S. Lee, and J. Lee*, "Model for Predicting In-Hospital Mortality of Physical Trauma Patients Using Artificial Intelligence Techniques: Nationwide Population-Based Study in Korea", Journal of Medical Internet Research 2022; 24(12):e43757. (IF: 7.077).
Website: http://ai-wm.khu.ac.kr/Trauma_Mortality
Cryogenic electron microscopy Image Quality Classification
Developed by Hayeon Lee and Jinseok Lee (2022)
Publication: Currently under review
Website: http://ai-wm.khu.ac.kr/Cryoem_classification
Respiratory Distress Syndrome Prediction in Low Weight Infants
Developed by Woocheol Jang and Jinseok Lee (2022)
Publication: W. Jang†, Y. S. Choi†, J. Kim†, D. K. Yon†, Y. J. Lee, S.-H. Chung, C. Kim, S. G. Yeo, J. Lee*, "AI-Driven Respiratory Distress Syndrome Prediction for Very Low Birth Weight Infants: Korean Multicenter Prospective Cohort", (Accepted) Journal of Medical Internet Research 2023 (IF: 7.077).
Website: http://ai-wm.khu.ac.kr/RDS
Stomach Cancer 5-year Mortality Prediction AI Model at 1-year Surgery
Developed by Heewon Chung, Hoon Ko and Jinseok Lee (2021)
Publication: H. Chung†, Y. Ko†, I. Lee†, H. Hur, J. Huh, S. Han, K. W. Kim* and J. Lee*, "Prognostic AI Model to predict Five-year survival at One-Year after Gastric cancer Surgery based on nutrition and body morphometry", (Accepted) Journal of Cachexia, Sarcopenia and Muscle, 2023 (IF: 12.063)
Website: http://ai-wm.khu.ac.kr/StomachCancer
Stage 4-Breast Cancer Mortality Prediction
Developed by Woocheol Jang and Jinseok Lee (2021)
Publication: W. Jang†, C. Jeong†, K. Kwon, T. I. Yoon, O. Y., K. W. Kim*, S.-O. Yang*, and J. Lee*, "Artificial Intelligence For Predicting Five-Year Survival in Stage IV Metastatic Breast Cancer Patients: A Focus on Sarcopenia and Other Host Factors", Frontiers in Physiology, 13:977189, 2022 (IF: 4.755).
Website: http://ai-wm.khu.ac.kr/BreastCancer
COVID-19 Severity Prediction AI Model at an Early Stage via Medical Records
Developed by Heewon Chung, Hoon Ko and Jinseok Lee (2021)
Publication: H. Chung†, H. Ko†, W. S. Kang†, K. W. Kim, H. Lee, C. Park, H-O. Song, T-Y. Choi, J. H. Seo, and J. Lee*, "Prediction and Feature Importance Analysis for Severity of COVID-19 in South Korea Using Artificial Intelligence: Model Development and Validation", Journal of Medical Internet Research, Vol. 23, Issue 4, 2021
Website: http://kcovidnet.site
Sarcopenia Diagnosis AI Model based on Transcriptome Gene
Developed by Heewon Chung and Jinseok Lee (2021)
Publication: H. Chung, Y. Jo, D. Ryu, C. Jeong, S-K. Choe* and J. Lee*, "Artificial-intelligence-driven discovery of prognostic biomarker for sarcopenia", Journal of Cachexia, Sarcopenia and Muscle 2021; 12
Website: http://sarcopeniaai.site/
COVID-19 Mortality Prediction AI Model at an Early Stage via Blood Samples
Developed by Hoon Ko, Heewon Chung, Hooseok Lee and Jinseok Lee (2020)
Publication: H. Ko, H. Chung, W. S. Kang, C. Park, D. W. Kim, S. E. Kim, C. R. Chung, R. E. Ko, H. Lee, J. H. Seo, T.-Y. Choi, R. Jamies, K. W. Kim and J. Lee*, “An Artificial Intelligence Model to Predict the Mortality of COVID-19 Patients at Hospital Admission Time Using Routine Blood Samples: Development and Validation of an Ensemble Model", Journal of Medical Internet Research, Vol. 22, Issue 12, 2020
Website: http://beatcovid19.ml