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[, arXiv] CLE-SH: Comprehensive Literal Explanation package for SHapley values by statistical validity
Youngro Lee †, Kyungjin Kim †, Jongmo Seo*
Keywords: 👀 Visualization, 📊 Statistics, 🔍 Explainable AI, 📋 Tabular, 🛠️ Software
[] AI-driven Analysis on BMI and Metabolic Syndrome
TBD
Keywords: 🔬 Biomarker Analysis, 🔍 Explainable AI, 📋 Tabular, 🩺 Clinical Collaboration
[] SHAP Analysis to Graph Explorer
TBD
Keywords: 👀 Visualization, 🔍 Explainable AI, 📋 Tabular, 🤝 Collaboration
[, EMBC'25] Bridging Ensemble Performance and Transparency: Knowledge Distillation for Obesity Classification on KNHANES Data
Kyungjin Kim †, Youngro Lee, Jongmo Seo, Sewon Oh*
Keywords: 🔬 Biomarker Analysis, 🤖 Machine Learning, 📋 Tabular, 🩺 Clinical Collaboration
[, EMBC'25] A Comparative Study of Orthographic and Phonemic Representations in Multilingual Medical Language Models
Kyungjin Kim †, Jinju Kim, Haeji Jung, David R. Mortensen, Jongmo Seo*
Keywords: 💬 Language Model, 🗣️ Linguistics, 🏥 Medical, 🤝 Collaboration
[, EMBC'25] Explainable AI for Multi-Label CXR Diagnosis: Layer-wise Grad-CAM in U-Net Models
Kyungjin Kim †, Youna Choi & Jongmo Seo*
Keywords: 🖼️ Computer Vision, 🔍 Explainable AI, 🩻 Radiology