Výsledky vyhledávání - "EfficientNet‐B0"

Akademický článek

Enhanced fingerprint pattern classification: Integrating attention modules with lightweight deep learning models

Autor: Esther Mukoya, Richard Rimiru, Michael Kimwele

Publikováno v: Engineering Reports, Vol 6, Iss 11, Pp n/a-n/a (2024)

Abstract Large fingerprint databases can make the automated search process tedious and time‐consuming. Fingerprint pattern classification is a significant step in the identification system's complexity in terms of time and speed. Although several f

Externí odkaz: https://doaj.org/article/78bda500032c49f882242bcf79f5dac2

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Akademický článek

Enhancing healthcare recommendation: transfer learning in deep convolutional neural networks for Alzheimer disease detection

Autor: Purushottam Kumar Pandey, Jyoti Pruthi, Saeed Alzahrani, Anshul Verma, Benazeer Zohra

Publikováno v: Frontiers in Medicine, Vol 11 (2024)

Neurodegenerative disorders such as Alzheimer’s Disease (AD) and Mild Cognitive Impairment (MCI) significantly impact brain function and cognition. Advanced neuroimaging techniques, particularly Magnetic Resonance Imaging (MRI), play a crucial role

Externí odkaz: https://doaj.org/article/57559b8bae76400a9e1b1d3163834839

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Akademický článek

MRI Image Based Alzheimer’s Disease Classification Using Convolutional Neural Network: EfficientNet Architecture

Autor: Novia Adelia Ujilast, Nuris Sabila Firdausita, Christian Sri Kusuma Aditya, Yufis Azhar

Publikováno v: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), Vol 8, Iss 1, Pp 18-25 (2024)

Alzheimer's disease is a neurodegenerative disorder or a condition characterized by degeneration and damage to the nervous system. This leads to a decline in cognitive abilities such as memory, thinking, and focus, which can impact daily activities.

Externí odkaz: https://doaj.org/article/b4e8a94a922946f9aee2a6d01f6bfede

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Akademický článek

An Accurate Deep Learning-Based Computer-Aided Diagnosis System for Gastrointestinal Disease Detection Using Wireless Capsule Endoscopy Image Analysis

Autor: Sameh Abd El-Ghany, Mahmood A. Mahmood, A. A. Abd El-Aziz

Publikováno v: Applied Sciences, Vol 14, Iss 22, p 10243 (2024)

Peptic ulcers and stomach cancer are common conditions that impact the gastrointestinal (GI) system. Wireless capsule endoscopy (WCE) has emerged as a widely used, noninvasive technique for diagnosing these issues, providing valuable insights through

Externí odkaz: https://doaj.org/article/4ebb32ae50d341eeb74db38a8dea030c

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Akademický článek

Advanced Deep Learning Fusion Model for Early Multi-Classification of Lung and Colon Cancer Using Histopathological Images

Autor: A. A. Abd El-Aziz, Mahmood A. Mahmood, Sameh Abd El-Ghany

Publikováno v: Diagnostics, Vol 14, Iss 20, p 2274 (2024)

Background: In recent years, the healthcare field has experienced significant advancements. New diagnostic techniques, treatments, and insights into the causes of various diseases have emerged. Despite these progressions, cancer remains a major conce

Externí odkaz: https://doaj.org/article/dea7b12b0582497ab0e9d74bec4f9973

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Akademický článek

Localization and grading of NPDR lesions using ResNet-18-YOLOv8 model and informative features selection for DR classification based on transfer learning

Autor: Javaria Amin, Irum Shazadi, Muhammad Sharif, Mussarat Yasmin, Nouf Abdullah Almujally, Yunyoung Nam

Publikováno v: Heliyon, Vol 10, Iss 10, Pp e30954- (2024)

Complications in diabetes lead to diabetic retinopathy (DR) hence affecting the vision. Computerized methods performed a significant role in DR detection at the initial phase to cure vision loss. Therefore, a method is proposed in this study that con

Externí odkaz: https://doaj.org/article/2becce5d6ff74db48a17f34cf2b3c0b5

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Akademický článek

Leaf Image Identification: CNN with EfficientNet-B0 and ResNet-50 Used to Classified Corn Disease

Autor: Wisnu Gilang Pamungkas, Machammad Iqbal Putra Wardhana, Zamah Sari, Yufiz Azhar

Publikováno v: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), Vol 7, Iss 2, Pp 326-333 (2023)

Corn is the second largest commodity in Indonesia after rice. In Indonesia, East Java is the largest corn producer. The first symptom of the disease in corn plants is marked by small brownish oval spots which are usually caused by the fungus Helminth

Externí odkaz: https://doaj.org/article/8fc5446a936b4e9bae82907bf5d55387

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