Isack Farady - Publications, H-index & Citations

Isack Farady

Yuan Ze University

6H指数

36论文数

147被引数

收录论文 9

发表时间

Enhancing deep learning reliability in MRI images of Alzheimer’s disease using pairwise probability differential reliability quantification 使用成对概率差分可靠性量化方法提升阿尔茨海默病MRI图像中的深度学习可靠性

Biomedical Signal Processing and Control

IF4.9

2026-02-12

PREAI

Junaidul Islam; Isack Farady; Chia-Chen Kuo; Fu-Yu Lin; Chih-Yang Lin

Enhancing Adversarial Attacks with Vector Quantization 通过矢量量化增强对抗性攻击

UBI-MEDIA COMPUTING, PERVASIVE SYSTEMS, ALGORITHMS AND NETWORKS, UBI-MEDIA 2025, I-SPAN 2025, PART I

IF0

2026-01-01

PREAI

Farady, Isack; Chen, Yi-En; Lin, Chih-Yang

Enhancing the reliability of Alzheimer's disease prediction in MRI images 提升阿尔茨海默病在MRI图像中的预测可靠性

Computers in Biology and Medicine

IF6.3

2025-09-19

PREAI

Junaidul Islam; Elvin Nur Furqon; Isack Farady; John Sahaya Rani Alex; Cheng-Ting Shih; Chia-Chen Kuo; Chih-Yang Lin

ConSeisDiff: A conditional diffusion approach to mitigate synthetic-real disparities in seismic fault detection ConSeisDiff：一种用于缓解地震断层检测中合成-真实差异的条件扩散方法

JOURNAL OF APPLIED GEOPHYSICS

IF2.1

2025-09-01

PREAI

Farady, Isack; Kuo, Chia-Chen; Sellami, Soufiene; Lin, Chih-Yang

Pseudo Skin Image Generator (PSIG-Net): Ambiguity-free sample generation and outlier control for skin lesion classification

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-07-01

PREAI

Farady, Isack; Furqon, Elvin Nur; Kuo, Chia-Chen; Jan, Yih-Kuen; Lin, Chih-Yang

Entropy-Boosted Adversarial Patch for Concealing Pedestrians in YOLO Models

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Lin, Chih-Yang; Huang, Tun-Yu; Ng, Hui-Fuang; Lin, Wei-Yang; Farady, Isack

PreAugNet: improve data augmentation for industrial defect classification with small-scale training data

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2023-03-28

PREAI

Farady, Isack; Lin, Chih-Yang; Chang, Ming-Ching

Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection 用于异常缺陷检测的分层图像变换和多级特征

SENSORS

IF3.5

2023-01-15

OAAI

Farady, Isack; Kuo, Chia-Chen; Ng, Hui-Fuang; Lin, Chih-Yang

Diagnosis of Alzheimer's Disease Using Convolutional Neural Network With Select Slices by Landmark on Hippocampus in MRI Images 基于MRI图像海马界标选择切片的卷积神经网络诊断阿尔茨海默病

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Pusparani, 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

研究方向