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C

Chih‐Yang Lin

National Central University

31H-index
319Paper Count
4.0KCitation Count
Published Papers 73
Publication Date
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A hybrid CNN-GCN framework for interpretable Alzheimer’s disease diagnosis from MRI scans
errNeuroscience
IF2.8
err2026-05-20
err0
PREAI
errJunaidul Islam; Fu-Yu Lin; Chih-Yang Lin
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Enhancing deep learning reliability in MRI images of Alzheimer’s disease using pairwise probability differential reliability quantification
errBiomedical Signal Processing and Control
IF4.9
err2026-02-12
err0
PREAI
errJunaidul Islam; Isack Farady; Chia-Chen Kuo; Fu-Yu Lin; Chih-Yang Lin
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errSave
Enhancing Adversarial Attacks with Vector Quantization
errUBI-MEDIA COMPUTING, PERVASIVE SYSTEMS, ALGORITHMS AND NETWORKS, UBI-MEDIA 2025, I-SPAN 2025, PART I
IF0
err2026-01-01
err0
PREAI
errFarady, Isack; Chen, Yi-En; Lin, Chih-Yang
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errSave
Enhancing WiFi CSI Activity Recognition Using a Diffusion Approach with the TCN-T Model
errUBI-MEDIA COMPUTING, PERVASIVE SYSTEMS, ALGORITHMS AND NETWORKS, UBI-MEDIA 2025, I-SPAN 2025, PT II
IF0
err2026-01-01
err0
PREAI
errLin, Chih-Yang; Liu, Yu-Tso; Liu, Wei-Ting; Shih, Timoth Y. K.
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errSave
Enhancing the reliability of Alzheimer's disease prediction in MRI images
errComputers in Biology and Medicine
IF6.3
err2025-09-19
err0
PREAI
errJunaidul Islam; Elvin Nur Furqon; Isack Farady; John Sahaya Rani Alex; Cheng-Ting Shih; Chia-Chen Kuo; Chih-Yang Lin
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errSave
ConSeisDiff: A conditional diffusion approach to mitigate synthetic-real disparities in seismic fault detection
errJOURNAL OF APPLIED GEOPHYSICS
IF2.1
err2025-09-01
err0
PREAI
errFarady, Isack; Kuo, Chia-Chen; Sellami, Soufiene; Lin, Chih-Yang
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errSave
Enhanced detection of mild cognitive impairment in Alzheimer's disease: a hybrid model integrating dual biomarkers and advanced machine learning
errBMC GERIATRICS
IF3.8
err2025-01-23
err0
errOAAI
errAlex, John Sahaya Rani; Roshini, R.; Maneesha, G.; Aparajeeta, Jeetashree; Priyadarshini, B.; Lin, Chih-Yang; Lung, Chi-Wen
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errSave
Edge AI-Based Detection for Defective Coffee Beans Using Deep Learning and Streamlit Framework
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errMuchtar, Kahlil; Hafifah, Yayang; Febriana, Alifya; Dawood, Rahmad; Ahmadiar, Ahmadiar; Bahri, Al; Lin, Chih-Yang; Yohannes, Ervin
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Pseudo Skin Image Generator (PSIG-Net): Ambiguity-free sample generation and outlier control for skin lesion classification
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-07-01
err1
PREAI
errFarady, Isack; Furqon, Elvin Nur; Kuo, Chia-Chen; Jan, Yih-Kuen; Lin, Chih-Yang
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Deep Learning Applications in MRI-Based Detection of the Hippocampal Region for Alzheimer's Diagnosis
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errPusparani, Yori; Lin, Chih-Yang; Jan, Yih-Kuen; Lin, Fu-Yu; Liau, Ben-Yi; Ardhianto, Peter; Furqon, Elvin Nur; Alex, John Sahaya Rani; Aparajeeta, Jeetashree; Lung, Chi-Wen
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errSave
WiFi-TCN: Temporal Convolution for Human Interaction Recognition Based on WiFi Signal
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errLin, Chih-Yang; Lin, Chia-Yu; Liu, Yu-Tso; Chen, Yi-Wei; Shih, Timothy K.
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errSave
Using Deep Learning-Based Methods for Automated Segmentation of Soft Tissues From Shoulder Ultrasound Images
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errLee, Ying-Chun; Lin, Chih-Yang; Hsiao, Chia-Chun; Mo, Pu-Chun; Guo, Jiaqi; Jan, Yih-Kuen
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errSave
Entropy-Boosted Adversarial Patch for Concealing Pedestrians in YOLO Models
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errLin, Chih-Yang; Huang, Tun-Yu; Ng, Hui-Fuang; Lin, Wei-Yang; Farady, Isack
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errSave
Feature selection of gray-level Cooccurrence matrix using genetic algorithm with Extreme learning machine classification for early detection of Pole roads
errRESULTS IN ENGINEERING
IF7.9
err2023-12-01
err8
errOAAI
errUtaminingrum, Fitri; Alqadri, Ainandafiq Muhammad; Somawirata, I. Komang; Karim, Corina; Septiarini, Anindita; Lin, Chih-Yang; Shih, Timothy K.
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errSave
Robust Signboard Detection and Recognition in Real Environments
errIEEE TRANSACTIONS ON CONSUMER ELECTRONICS
IF10.9
err2023-08-01
err8
PREAI
errCheewaprakobkit, Pimpa; Lin, Chih-Yang; Lin, Kuan-Hung; Shih, Timothy K. K.
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errSave
Moving Object Detection for Complex Scenes by Merging BG Modeling and Deep Learning Method
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2023-06-23
err0
errOAAI
errLin, Chih-Yang; Huang, Han-Yi; Lin, Wei-Yang; Ng, Hui-Fuang; Muchtar, Kahlil; Nurdin, Nadhila
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Multi-hop Video Super Resolution with Long-Term Consistency (MVSRGAN)
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-05-22
err0
PREAI
errAditya, Wisnu; Shih, Timothy K.; Thaipisutikul, Tipajin; Lin, Chih-Yang
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errSave
Specific Expert Learning: Enriching Ensemble Diversity via Knowledge Distillation
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-04-01
err7
PREAI
errKao, Wei-Cheng; Xie, Hong-Xia; Lin, Chih-Yang; Cheng, Wen-Huang
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errSave
PreAugNet: improve data augmentation for industrial defect classification with small-scale training data
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2023-03-28
err12
PREAI
errFarady, Isack; Lin, Chih-Yang; Chang, Ming-Ching
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errSave
Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection
errSENSORS
IF3.5
err2023-01-15
err7
errOAAI
errFarady, Isack; Kuo, Chia-Chen; Ng, Hui-Fuang; Lin, Chih-Yang
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errSave

Research Directions

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Co-authors
Cooperation Journals
C
Chenming Hu
H-index: 93 · Papers: 881
W
Wen‐Chang Chen
H-index: 79 · Papers: 790
C
Chih‐Hsin Tang
H-index: 70 · Papers: 551
C
Chin‐Chen Chang
H-index: 70 · Papers: 1.5K
Y
Yue Hao
H-index: 67 · Papers: 1.3K
View more