Broad big data domain via medical big data

Shah, Fadia; Li, Jianping; Shah, Yasir; Shah, Faiza

doi:10.1109/icsai.2017.8248383

Cited by 4 publications

(2 citation statements)

References 5 publications

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“…With the continuous development of information technology and the deepening of medical informatization construction, medical big data has become an important resource in the field of healthcare, with broad application prospects and value. By analyzing medical big data, we found that it has six typical attribute characteristics [8,9], as shown in Fig. 1.…”

Section: Analysis Of the Characteristics Of Medical Big Datamentioning

confidence: 99%

Innovative Design of Medical Big Data Platform Integrating Machine Learning and Knowledge Graph

Wang,

2023

Atlantis Highlights in Computer Sciences

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With the rapid development of medical information technology, the amount of medical data continues to increase, and the data structure becomes increasingly complex. How to efficiently process and utilize this data to improve the quality and efficiency of medical services has become an important issue. This article proposes an innovative design for a medical big data platform that integrates machine learning and knowledge graph, using large-scale language models and deep learning models to conduct deep analysis and mining of medical text, images, and other data; Adopting a knowledge graph based medical data integration method to build a sustainable medical big data ecosystem. By transforming medical data from different sources and categories into a unified knowledge representation, the integration, storage, management, analysis, and mining of medical data can be achieved. The research results will provide more accurate, faster, and effective data decision-making support for applications such as hospital management, clinical treatment, and scientific research and teaching.

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Section: Analysis Of the Characteristics Of Medical Big Datamentioning

confidence: 99%

Innovative Design of Medical Big Data Platform Integrating Machine Learning and Knowledge Graph

Wang,

2023

Atlantis Highlights in Computer Sciences

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“…29 Second, the role of the Ruler over religion became similarly entrenched, leading ultimately to divided legal jurisdiction. 30 Third, the presence and prominence of the Ruler were enhanced, even as their powers were restricted in scope by the treaties. As Kumarasingham writes of the system of indirect rule in the British empire, "local rulers, real or manufactured, were there to provide an element of constitutional localism beneath the canopy of imperialism."…”

Section: The Colonial Periodmentioning

confidence: 99%

The Malay Monarchies in Constitutional and Social Conception

Harding

Kumarasingham²

2022

AsianJLS

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This article examines the constitutional nature of the Malaysian monarchies in their social context. We discuss the evolution of the monarchies through pre-colonial, colonial, and post-colonial history, and account for their survival despite several attempts to curb their powers, including restriction of the royal assent and sovereign immunity. It is argued that the powers of the monarchies respond to their historical role and social embeddedness of the monarchies, stretching the role of the Rulers beyond the Westminster norms as set out in constitutional texts. Moving to contemporary issues, we see the assertion of the right to uphold the Constitution in relation to prime-ministerial appointments, and acting on advice. Here, the monarchies reflect a braiding of both traditional elements and Westminster constitutional norms.

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