Precision Non-Alcoholic Fatty Liver Disease (NAFLD) Diagnosis: Leveraging Ensemble Machine Learning and Gender Insights for Cost-Effective Detection

Authors: Azadeh Alizargar, Yang-Lang Chang, Mohammad Alkhaleefah, Tan-Hsu Tan

Source: Bioengineering, Vol 11, Iss 6, p 600 (2024)

Subject Terms: machine learning techniques, NAFLD, ensemble model, HSI, AUC, SMOTEENN, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/11/6/600; https://doaj.org/toc/2306-5354

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Using a Hybrid Neural Network and a Regularized Extreme Learning Machine for Human Activity Recognition with Smartphone and Smartwatch

Authors: Tan-Hsu Tan, Jyun-Yu Shih, Shing-Hong Liu, Mohammad Alkhaleefah, Yang-Lang Chang, Munkhjargal Gochoo

Source: Sensors, Vol 23, Iss 6, p 3354 (2023)

Subject Terms: mHealth, human activity recognition, bidirectional gated recurrent unit (BiGRU), regularized extreme machine learning (RELM), Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/23/6/3354; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/c8d806f24ead452c88bbe5cad24af30e

Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh Networks

Authors: Shang-Chih Ma, Mohammad Alkhaleefah, Yang-Lang Chang, Lena Chang, Bormin Huang

Source: IEEE Access, Vol 8, Pp 106910-106923 (2020)

Subject Terms: Channel coding, Internet of Things, Reed-Solomon codes, space-time block codes, wireless network, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/9110606/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/bf221fd5960d42cd84d23f14ab855fc2

U-Net for Taiwan Shoreline Detection from SAR Images

Authors: Lena Chang, Yi-Ting Chen, Meng-Che Wu, Mohammad Alkhaleefah, Yang-Lang Chang

Source: Remote Sensing, Vol 14, Iss 20, p 5135 (2022)

Subject Terms: shoreline detection, SAR, Sentinel-1, semantic segmentation, U-Net, Science

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Relation: https://www.mdpi.com/2072-4292/14/20/5135; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/61a9f234ee85403a82f38b9470de80ba

Spatial-Temporal Neural Network for Rice Field Classification from SAR Images

Authors: Yang-Lang Chang, Tan-Hsu Tan, Tsung-Hau Chen, Joon Huang Chuah, Lena Chang, Meng-Che Wu, Narendra Babu Tatini, Shang-Chih Ma, Mohammad Alkhaleefah

Source: Remote Sensing, Vol 14, Iss 8, p 1929 (2022)

Subject Terms: convolutional long short-term memory network, rice field classification, Sentinel-1A SAR images, spatial-temporal neural network, Science

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Relation: https://www.mdpi.com/2072-4292/14/8/1929; https://doaj.org/toc/2072-4292

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Consolidated Convolutional Neural Network for Hyperspectral Image Classification

Authors: Yang-Lang Chang, Tan-Hsu Tan, Wei-Hong Lee, Lena Chang, Ying-Nong Chen, Kuo-Chin Fan, Mohammad Alkhaleefah

Source: Remote Sensing, Vol 14, Iss 7, p 1571 (2022)

Subject Terms: consolidated convolutional neural network, hyperspectral image classification, high performance computing, image augmentation, principal component analysis, Science

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Relation: https://www.mdpi.com/2072-4292/14/7/1571; https://doaj.org/toc/2072-4292

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Inter-Multilevel Super-Orthogonal Space–Time Coding Scheme for Reliable ZigBee-Based IoMT Communications

Authors: Shang-Chih Ma, Mohammad Alkhaleefah, Yang-Lang Chang, Joon Huang Chuah, Wen-Yen Chang, Chiung-Shen Ku, Meng-Che Wu, Lena Chang

Source: Sensors, Vol 22, Iss 7, p 2695 (2022)

Subject Terms: channel coding, inter-level dependency codes, Internet of Medical Things (IoMT), multilevel coding technique, super-orthogonal space–time codes, ZigBee, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/22/7/2695; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/91a39988c70f4b69b55b74642aa0497f

Sound Source Localization Using a Convolutional Neural Network and Regression Model

Authors: Tan-Hsu Tan, Yu-Tang Lin, Yang-Lang Chang, Mohammad Alkhaleefah

Source: Sensors, Vol 21, Iss 23, p 8031 (2021)

Subject Terms: deep learning, sound source localization, convolutional neural network, regression model, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/21/23/8031; https://doaj.org/toc/1424-8220

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YOLOv3-Based Matching Approach for Roof Region Detection from Drone Images

Authors: Chia-Cheng Yeh, Yang-Lang Chang, Mohammad Alkhaleefah, Pai-Hui Hsu, Weiyong Eng, Voon-Chet Koo, Bormin Huang, Lena Chang

Source: Remote Sensing, Vol 13, Iss 1, p 127 (2021)

Subject Terms: image matching, deep learning, YOLOv3, roof region detection, drone images, high-performance computing, Science

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Relation: https://www.mdpi.com/2072-4292/13/1/127; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/6477b4f6972b477fa8b3e05c4e7d67a2

Double-Shot Transfer Learning for Breast Cancer Classification from X-Ray Images

Authors: Mohammad Alkhaleefah, Shang-Chih Ma, Yang-Lang Chang, Bormin Huang, Praveen Kumar Chittem, Vishnu Priya Achhannagari

Source: Applied Sciences, Vol 10, Iss 11, p 3999 (2020)

Subject Terms: breast cancer, classification, image augmentation, medical images, transfer learning, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

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Relation: https://www.mdpi.com/2076-3417/10/11/3999; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/8c6c549ad7db4dc085e8bce6a786a859