Byoungjun Jeon
Seoul, Republic of Korea
Last Updated: 09/26/2026
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Found 15 publications
Development and external validation of an explainable machine learning model for predicting chronic kidney disease progression in the Korean population.
Journal: Kidney research and clinical practice
Published: February 02, 2026
Large language model-augmented offline reinforcement learning framework for sepsis management in critical care.
Journal: NPJ digital medicine
Published: November 05, 2025
A development of machine learning models to preoperatively predict insufficient clinical improvement after total knee arthroplasty.
Journal: Journal of orthopaedic surgery and research
Published: February 10, 2025
Towards optimal design of patient isolation units in emergency rooms to prevent airborne virus transmission: From computational fluid dynamics to data-driven modeling.
Journal: Computers in biology and medicine
Published: October 10, 2023
Melanoma Detection by AFM Indentation of Histological Specimens.
Journal: Diagnostics (Basel, Switzerland)
Published: May 27, 2022
A development of a graph-based ensemble machine learning model for skin sensitization hazard and potency assessment.
Journal: Journal of applied toxicology : JAT
Published: April 08, 2022
3D cell culture using a clinostat reproduces microgravity-induced skin changes.
Journal: NPJ microgravity
Published: December 17, 2020
Sequential dual-drug delivery of BMP-2 and alendronate from hydroxyapatite-collagen scaffolds for enhanced bone regeneration.
Journal: Scientific reports
Published: October 13, 2020
Enhanced predictive capacity using dual-parameter chip model that simulates physiological skin irritation.
Journal: Toxicology in vitro : an international journal published in association with BIBRA
Published: April 10, 2020
Efficient reduction of fibrous capsule formation around silicone breast implants densely grafted with 2-methacryloyloxyethyl phosphorylcholine (MPC) polymers by heat-induced polymerization.
Journal: Biomaterials science
Published: January 15, 2020
The Effect of Temperature and Exposure Time on Stability of Cholesterol and Squalene in Latent Fingermarks Deposited on PVDF Membrane.
Journal: Journal of forensic sciences
Published: June 17, 2019
Optimization and validation of a method to identify skin sensitization hazards using IL-1 α and IL-6 secretion from HaCaT.
Journal: Toxicology in vitro : an international journal published in association with BIBRA
Published: April 15, 2019
Last Updated: 09/26/2026