Sanggyu Kwak

34PUBLICATIONS
85CO-AUTHORS
HaematologyPharmacogenomicsBioinformatic methods developmentInfant and child healthEmergency medicine
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Publications (34)

|Aug 13, 2026
Interpretable Machine Learning Analysis of Factors Associated with Postoperative Hemoglobin Reduction After Total Knee Arthroplasty: A Standardized-Protocol Cohort Study in Non-Transfused Patients.

|Aug 13, 2026
Explainable Machine Learning for Predicting Adverse Drug Events in Older Adults with Polypharmacy: A Single-Center Retrospective Cohort Study.

|Jul 28, 2026
Development of Machine Learning Models for Predicting Surgical Site Infection After Spinal Surgery.

|Jun 26, 2026
Explainable Machine Learning Analysis of Perioperative Factors Associated with Clinically Significant Emergence Agitation After Pediatric Ophthalmic Surgery.

|Jun 12, 2026
Prediction of Surgical Intervention in Acute Knee Trauma: A Focus on Threshold-Specific Performance and Clinical Decision Utility.

|Jun 12, 2026
Machine Learning-Based Prediction of Early Patient-Controlled Analgesia Discontinuation After Total Knee Arthroplasty: A Retrospective Cohort Study.

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Frequent Collaborators

4 joint publications

Jonghae Kim

4 joint publications

Seong-Kyu Kim

4 joint publications

Jung-Yoon Choe

3 joint publications

Min Cheol Chang