Article, 2024

ExHyptNet: An explainable diagnosis of hypertension using EfficientNet with PPG signals

EXPERT SYSTEMS WITH APPLICATIONS, ISSN 0957-4174, Volume 239, 10.1016/j.eswa.2023.122388

Contributors

El-Dahshan, El-Sayed A. (Corresponding author) [1] [2] [3] Bassiouni, Mahmoud M. [3] Khare, Smith K. [4] Tan, Ru-San [5] [6] Acharya, U. Rajendra [7]

Affiliations

  1. [1] Ain Shams Univ, Fac Sci, Dept Phys, Cairo 11566, Egypt
    2. [NORA names: Egypt; Africa];
  2. [2] Ain Shams Univ, Fac Sci, Dept Phys, Cairo 11566, Egypt
    3. [NORA names: Egypt; Africa];
  3. [3] Egyptian E Learning Univ EELU, 33 El Messah St, El Giza 11261, Egypt
    4. [NORA names: Egypt; Africa];
  4. [4] Univ Southern Denmark, Maersk McKinney Moller Inst, Fac Engn, Appl AI & Data Sci Unit, Odense, Denmark
    5. [NORA names: SDU University of Southern Denmark; University; Denmark; Europe, EU; Nordic; OECD];
  5. [5] Natl Heart Ctr Singapore, Dept Cardiol, Singapore, Singapore
    6. [NORA names: Singapore; Asia, South];

Abstract

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Keywords

EfficientNetB3, Explainable AI, Hypertension, PPG signals, Recurrence plots

Data Provider: Clarivate

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