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Author

Sitthichok Chaichulee

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Review Open access Aug 2026

Artificial intelligence for automated ICD-10 coding: a systematic review of multi-label text classification in clinical narratives

AI-based automatic ICD-10 coding is a promising approach for clinical coding support, and future research should prioritize rare-label imbalance, reproducibility, explainability, and validation across diverse clinical settings.

K. Tangudomkit, Sawrawit Chairat, Sitthichok Chaichulee · 1 citation
Open access Jul 2026

Air Pollution-Related Mortality in Bangkok: A Time-Series Neural Network Analysis

This study demonstrates NN’s potential in predicting air pollution-related mortality rates in Bangkok and highlights the importance of considering temporal dynamics, subgroup-specific characteristics, and the key environmental factors in model development.

Kanakorn Horsiritham, Natthaya Bunplod, P. Sirinara et al. · 0 citations

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