Publications by authors named "Cheng-Hong Yang"

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AI-Driven Fall Prediction across Generations: Integrating Deep Learning and Machine Learning for Young, Middle-Aged, and Older Adults.
Fa-Chen Lin, Po-Hung Chen, Cheng-Hong Yang, Chen-Cheng Yang, Hung-Yi Chuang

Gerontology· November 2025

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Prediction tools for assessing functional impacts of gene mutations in Clear Cell Renal Cell Carcinoma: A comparative study.
Cheng-Hong Yang, Guan-Cheng Lin, Chih-Hsien Wu, Jin-Bor Chen, Li-Yeh Chuang

Comput Biol Med· June 2025

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Correction: Forecasting outbound student mobility: A machine learning approach.
Stephanie Yang, Hsueh-Chih Chen, Wen-Ching Chen, Cheng-Hong Yang

PLoS One· June 2025

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An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate.
Cheng-Hong Yang, Sin-Hua Moi, Li-Yeh Chuang, Yu-Da Lin

IEEE Trans Neural Netw Learn Syst· February 2025

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Unveiling the interaction and combined effects of multiple metals/metalloids exposure to TNF-α and kidney function in adults using bayesian kernel machine regression and quantile-based G-computation.
Kuei-Hau Luo, Hung-Pin Tu, Yong-Chuan Chung, Min-Hsin Huang, Chen-Cheng Yang, Cheng-Hong Yang

J Trace Elem Med Biol· December 2024

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Multi-Objective Optimization Accelerates the De Novo Design of Antimicrobial Peptide for .
Cheng-Hong Yang, Yi-Ling Chen, Tin-Ho Cheung, Li-Yeh Chuang

Int J Mol Sci· December 2024

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Forecasting the incidence frequencies of schizophrenia using deep learning.
Stephanie Yang, Chih-Hsien Wu, Li-Yeh Chuang, Cheng-Hong Yang

Asian J Psychiatr· November 2024

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Use of machine learning algorithms to determine the relationship between air pollution and cognitive impairment in Taiwan.
Cheng-Hong Yang, Chih-Hsien Wu, Kuei-Hau Luo, Huang-Chih Chang, Sz-Chiao Wu

Ecotoxicol Environ Saf· October 2024

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Mediation analysis for TNF-α as a mediator between multiple metal exposure and kidney function.
Kuei-Hau Luo, Hung-Pin Tu, Huang-Chih Chang, Chen-Cheng Yang, Wei-Chun Weng, Cheng-Hong Yang

Ecotoxicol Environ Saf· September 2024

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Physical frailty identification using machine learning to explore the 5-item FRAIL scale, Cardiovascular Health Study index, and Study of Osteoporotic Fractures index.
Chen-Cheng Yang, Po-Hong Chen, Cheng-Hong Yang, Chia-Yen Dai, Kuei-Hau Luo

Front Public Health· May 2024

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Exploring the association of metal mixture in blood to the kidney function and tumor necrosis factor alpha using machine learning methods.
Kuei-Hau Luo, Chih-Hsien Wu, Chen-Cheng Yang, Tzu-Hua Chen, Hung-Pin Tu, Cheng-Hong Yang

Ecotoxicol Environ Saf· October 2023

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Prevalence of Carbapenem Resistance Genes among Isolated from a Teaching Hospital in Taiwan.
Pai-Wei Su, Emirlyn Cheng Yang, Sin-Hua Moi, Cheng-Hong Yang, Li-Yeh Chuang

Antibiotics (Basel)· August 2023

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Overall mortality risk analysis for rectal cancer using deep learning-based fuzzy systems.
Cheng-Hong Yang, Wen-Ching Chen, Jin-Bor Chen, Hsiu-Chen Huang, Li-Yeh Chuang

Comput Biol Med· May 2023

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Fuzzy-Based Multiobjective Multifactor Dimensionality Reduction for Epistasis Analysis.
Cheng-Hong Yang, Hsiu-Chen Huang, Ming-Feng Hou, Li-Yeh Chuang, Yu-Da Lin

IEEE/ACM Trans Comput Biol Bioinform· April 2023

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Application of deep learning to predict the low serum albumin in new hemodialysis patients.
Cheng-Hong Yang, Yin-Syuan Chen, Jin-Bor Chen, Hsiu-Chen Huang, Li-Yeh Chuang

Nutr Metab (Lond)· April 2023

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Dimensionality reduction approach for many-objective epistasis analysis.
Cheng-Hong Yang, Ming-Feng Hou, Li-Yeh Chuang, Cheng-San Yang, Yu-Da Lin

Brief Bioinform· January 2023

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DeepBarcoding: Deep Learning for Species Classification Using DNA Barcoding.
Cheng-Hong Yang, Kuo-Chuan Wu, Li-Yeh Chuang, Hsueh-Wei Chang

IEEE/ACM Trans Comput Biol Bioinform· August 2022

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Machine learning approaches for the mortality risk assessment of patients undergoing hemodialysis.
Cheng-Hong Yang, Yin-Syuan Chen, Sin-Hua Moi, Jin-Bor Chen, Lin Wang

Ther Adv Chronic Dis· August 2022

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Use of Generalized Weighted Quantile Sum Regressions of Tumor Necrosis Factor Alpha and Kidney Function to Explore Joint Effects of Multiple Metals in Blood.
Kuei-Hau Luo, Hung-Pin Tu, Cheng-Hong Yang, Chen-Cheng Yang, Tzu-Hua Chen

Int J Environ Res Public Health· June 2022

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Multiobjective optimization-driven primer design mechanism: towards user-specified parameters of PCR primer.
Cheng-Hong Yang, Yu-Huei Cheng, Emirlyn Cheng Yang, Li-Yeh Chuang, Yu-Da Lin

Brief Bioinform· May 2022

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Deep Hybrid Convolutional Neural Network for Segmentation of Melanoma Skin Lesion.
Cheng-Hong Yang, Jai-Hong Ren, Hsiu-Chen Huang, Li-Yeh Chuang, Po-Yin Chang

Comput Intell Neurosci· November 2021

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Progression Risk Score Estimation Based on Immunostaining Data in Oral Cancer Using Unsupervised Hierarchical Clustering Analysis: A Retrospective Study in Taiwan.
Hui-Ching Wang, Leong-Perng Chan, Chun-Chieh Wu, Hui-Hua Hsiao, Yi-Chang Liu, Cheng-Hong Yang

J Pers Med· September 2021

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Application of the Interaction between Tissue Immunohistochemistry Staining and Clinicopathological Factors for Evaluating the Risk of Oral Cancer Progression by Hierarchical Clustering Analysis: A Case-Control Study in a Taiwanese Population.
Hui-Ching Wang, Meng-Chun Chou, Chun-Chieh Wu, Leong-Perng Chan, Sin-Hua Moi, Cheng-Hong Yang

Diagnostics (Basel)· May 2021

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Associations between Circulating Markers of Cholesterol Homeostasis and Macrovascular Events among Patients Undergoing Hemodialysis.
Wen-Chin Lee, Wei-Hung Kuo, Sin-Hua Moi, Barry Chiu, Jin-Bor Chen, Cheng-Hong Yang

Nutrients· March 2021

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Identification of mortality-risk-related missense variant for renal clear cell carcinoma using deep learning.
Jin-Bor Chen, Huai-Shuo Yang, Sin-Hua Moi, Li-Yeh Chuang, Cheng-Hong Yang

Ther Adv Chronic Dis· February 2021

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