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I

Isack Farady

Yuan Ze University

6H-index
36Paper Count
147Citation Count
Published Papers 9
Publication Date
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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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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 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
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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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
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
Diagnosis of Alzheimer's Disease Using Convolutional Neural Network With Select Slices by Landmark on Hippocampus in MRI Images
errIEEE ACCESS
IF3.6
err2023-01-01
err9
errOAAI
errPusparani, Yori; Lin, Chih-Yang; Jan, Yih-Kuen; Lin, Fu-Yu; Liau, Ben-Yi; Ardhianto, Peter; Farady, Isack; Alex, John Sahaya Rani; Aparajeeta, Jeetashree; Chao, Wen-Hung; Lung, Chi-Wen
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Research Directions

No research directions
Co-authors
Cooperation Journals
C
Chih‐Yang Lin
H-index: 31 · Papers: 319
Y
Yih‐Kuen Jan
H-index: 31 · Papers: 208
C
Chia-Chen Kuo
H-index: 29 · Papers: 110
M
Ming‐Ching Chang
H-index: 29 · Papers: 189
C
Chi-Wen Lung
H-index: 17 · Papers: 99
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