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Showing results 1 to 9 of 9

Article
A Deep Bidirectional LSTM-GRU Network Model for Automated Ciphertext Classification
  • Ahmadzadeh, Ezat ; 
  • Kim, Hyunil ; 
  • Jeong, Ongee ; 
  • Kim, Namki ; 
  • Moon, Inkyu
  • 2022-01
  • Ahmadzadeh, Ezat. (2022-01). A Deep Bidirectional LSTM-GRU Network Model for Automated Ciphertext Classification. IEEE Access, 10, 3228–3237. doi: 10.1109/ACCESS.2022.3140342
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 520
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Article
A Novel Dynamic Attack on Classical Ciphers Using an Attention-Based LSTM Encoder-Decoder Model
  • Ahmadzadeh, Ezat ; 
  • Kim, Hyunil ; 
  • Jeong, Ongee ; 
  • Moon, Inkyu
  • 2021-04
  • Ahmadzadeh, Ezat. (2021-04). A Novel Dynamic Attack on Classical Ciphers Using an Attention-Based LSTM Encoder-Decoder Model. IEEE Access, 9, 60960–60970. doi: 10.1109/ACCESS.2021.3074268
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 613
  • Download : 0

Automated fast label-free quantification of cardiomyocyte dynamics with raw holograms for cardiotoxicity screening

Article
Automated fast label-free quantification of cardiomyocyte dynamics with raw holograms for cardiotoxicity screening
  • Moon, Inkyu ; 
  • Ahmadzadeh, Ezat ; 
  • Kim, Youhyun ; 
  • Rappaz, Benjamin ; 
  • Turcatti, Gerardo
  • 2025-02
  • Moon, Inkyu. (2025-02). Automated fast label-free quantification of cardiomyocyte dynamics with raw holograms for cardiotoxicity screening. Biomedical Optics Express, 16(2), 398–414. doi: 10.1364/BOE.542362
  • The Optical Society
  • View : 223
  • Download : 26
Article
Automated phenotypic analysis and classification of drug-treated cardiomyocytes via synergized time-lapse holographic imaging and deep learning
  • Ahmadzadeh, Ezat ; 
  • Park, Seonghwan ; 
  • Kim, Youhyun ; 
  • Moon, Inkyu
  • 2025-09
  • Ahmadzadeh, Ezat. (2025-09). Automated phenotypic analysis and classification of drug-treated cardiomyocytes via synergized time-lapse holographic imaging and deep learning. Computer Methods and Programs in Biomedicine, 269. doi: 10.1016/j.cmpb.2025.108890
  • Elsevier
  • View : 255
  • Download : 0

Automated quantification study of human cardiomyocyte synchronization using holographic imaging

Article
Automated quantification study of human cardiomyocyte synchronization using holographic imaging
  • Moon, Inkyu ; 
  • Ahmadzadeh, Ezat ; 
  • Jaferzadeh, Keyvan ; 
  • Kim, Namgon
  • 2019-02
  • Moon, Inkyu. (2019-02). Automated quantification study of human cardiomyocyte synchronization using holographic imaging. Biomedical Optics Express, 10(2), 610–621. doi: 10.1364/BOE.10.000610
  • The Optical Society
  • View : 884
  • Download : 147
Article
Automated quantitative analysis of multiple cardiomyocytes at the single-cell level with three-dimensional holographic imaging informatics
  • Moon, Inkyu ; 
  • Jaferzadeh, Keyvan ; 
  • Ahmadzadeh, Ezat ; 
  • Javidi, Bahram
  • 2018-12
  • Moon, Inkyu. (2018-12). Automated quantitative analysis of multiple cardiomyocytes at the single-cell level with three-dimensional holographic imaging informatics. Journal of Biophotonics, 11(12), 1–12. doi: 10.1002/jbio.201800116
  • Wiley - VCH Verlag GmbH & CO. KGaA
  • View : 655
  • Download : 0

Automated single cardiomyocyte characterization by nucleus extraction from dynamic holographic images using a fully convolutional neural network

Article
Automated single cardiomyocyte characterization by nucleus extraction from dynamic holographic images using a fully convolutional neural network
  • Ahmadzadeh, Ezat ; 
  • Jaferzadeh, Keyvan ; 
  • Shin, Seokjoo ; 
  • Moon, Inkyu
  • 2020-03
  • Ahmadzadeh, Ezat. (2020-03). Automated single cardiomyocyte characterization by nucleus extraction from dynamic holographic images using a fully convolutional neural network. Biomedical Optics Express, 11(3), 1501–1516. doi: 10.1364/BOE.385218
  • The Optical Society
  • View : 754
  • Download : 161

Comprehensive Neural Cryptanalysis on Block Ciphers Using Different Encryption Methods

Article
Comprehensive Neural Cryptanalysis on Block Ciphers Using Different Encryption Methods
  • 2024-07
  • Jeong, Ongee. (2024-07). Comprehensive Neural Cryptanalysis on Block Ciphers Using Different Encryption Methods. Mathematics, 12(13). doi: 10.3390/math12131936
  • MDPI
  • View : 242
  • Download : 38

Privacy-Preserving Image Captioning with Deep Learning and Double Random Phase Encoding

Article
Privacy-Preserving Image Captioning with Deep Learning and Double Random Phase Encoding
  • Martin, Antoinette Deborah ; 
  • Ahmadzadeh, Ezat ; 
  • Moon, Inkyu
  • 2022-08
  • Martin, Antoinette Deborah. (2022-08). Privacy-Preserving Image Captioning with Deep Learning and Double Random Phase Encoding. Mathematics, 10(16). doi: 10.3390/math10162859
  • MDPI AG
  • View : 374
  • Download : 29
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