Taeyong Sim - Publications

Determining a Clinically Applicable Cutoff in AI Algorithms for Predicting Clinical Deterioration: A Workload-Constrained, Alarm-Based Approach.

Journal: Journal of clinical medicine

Published: May 13, 2026

A hybrid MVDA-neural network model with auxiliary learning for pharmaceutical quality by design under small-sample constraints.

Journal: European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V

Published: May 06, 2026

A machine learning ensemble framework based on a clustering algorithm for improving electric power consumption performance.

Journal: Scientific reports

Published: July 17, 2025

Artificial intelligence-detected HER2 strong-positive tumor proportion predicts FISH positivity and treatment response in breast cancer.

Journal: PloS one

Published: June 17, 2025

Clinical Context Is More Important than Data Quantity to the Performance of an Artificial Intelligence-Based Early Warning System.

Journal: Journal of clinical medicine

Published: May 17, 2025

Deep Learning-Based Early Warning Systems in Hospitalized Patients at Risk of Code Blue Events and Length of Stay: Retrospective Real-World Implementation Study.

Journal: JMIR medical informatics

Published: February 12, 2025

Prospective external validation of a deep-learning-based early-warning system for major adverse events in general wards in South Korea.

Journal: Acute and critical care

Published: February 07, 2025

Preserving Informative Presence: How Missing Data and Imputation Strategies Affect the Performance of an AI-Based Early Warning Score.

Journal: Journal of clinical medicine

Published: December 27, 2024

Validation of an artificial intelligence-based algorithm for predictive performance and risk stratification of sepsis using real-world data from hospitalised patients: a prospective observational study.

Journal: BMJ health & care informatics

Published: November 13, 2024

Weakly Supervised Crop Area Segmentation for an Autonomous Combine Harvester.

Journal: Sensors (Basel, Switzerland)

Published: June 03, 2021

Analysis to determine cost-effectiveness of procalcitonin-guided antibiotic use in adult patients with suspected bacterial infection and sepsis.

Journal: American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists

Published: August 02, 2019

Improved Dissolution and Oral Bioavailability of Celecoxib by a Dry Elixir System.

Journal: Journal of nanoscience and nanotechnology

Published: February 17, 2018