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Edge Computing for AI-Based Brain MRI Applications: A Critical Evaluation of Real-Time Classification and Segmentation.

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第一作者： Khuhed,Memon

第一单位： Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS (UTP), Seri Iskandar 32610, Perak, Malaysia.

作者： Khuhed,Memon ^[1] ; Norashikin,Yahya ^[1] ; Mohd Zuki,Yusoff ^[1] ; Rabani,Remli ^[2] ; Aida-Widure Mustapha Mohd,Mustapha ^[2] ; Hilwati,Hashim ^[3] ; Syed Saad Azhar,Ali ^[4] ; Shahabuddin,Siddiqui ^[5]

作者单位： Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS (UTP), Seri Iskandar 32610, Perak, Malaysia. ^[1] Faculty of Medicine, Hospital Canselor Tuanku Muhriz UKM, Cheras 56000, Kuala Lumpur, Malaysia. ^[2] Department of Radiology, Faculty of Medicine, Universiti Teknologi MARA, Sungai Buloh 47000, Selangor, Malaysia. ^[3] Aerospace Engineering Department, Interdisciplinary Research Center for Smart Mobility & Logistics, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia. ^[4] Department of Radiology, Pakistan Institute of Medical Sciences, Islamabad 44000, Pakistan. ^[5]

关键词 Android Nvidia Jetson Xavier Raspberry Pi TFLite artificial intelligence (AI)computer-aided diagnosis (CAD)cost–benefit analysis medical imaging real-time deployment

医学主题词人类(Humans);磁共振成像(Magnetic Resonance Imaging);脑(Brain);人工智能(Artificial Intelligence);图像处理, 计算机辅助(Image Processing, Computer-Assisted);软件(Software);算法(Algorithms)

DOI 10.3390/s24217091

PMID 39517987

发布时间 2024-11-16

基金项目

FRGS/1/2021/TK0/UTP/02/17/Ministry of Higher Education Malaysia, Fundamental Research Grant Scheme 015PBA-038/Universiti Teknologi Petronas

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