Under lock and key: Incorporation of blockchain technology in the field of ophthalmic artificial intelligence for big data management - A perfect match?
Big data has been a game changer of machine learning. But, big data is a form of centralized version of data only available and accessible to the technology giants. A way to decentralize this data and make machine learning accessible to the smaller organizations is via the blockchain technology. Thi...
| Publicado en: | Indian Journal of Ophthalmology Vol. 70; no. 6; pp. 2188 - 2191 |
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| Autores principales: | , , , , , , , , , , , |
| Formato: | Journal Article |
| Publicado: |
Wolters Kluwer India Pvt Ltd
Jun2022
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=157332495&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 157332495 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 03014738 1BRZ jtl: Indian Journal of Ophthalmology issn: 03014738 maglogo: N pubinfo: dt: Jun2022 vid: 70 iid: 6 pid: 16919 pub: Wolters Kluwer India Pvt Ltd artinfo: ui: 157332495 157332495 NLM35648013 10.4103/ijo.IJO_143_22 NLM35648013 157332495 ppf: 2188 ppct: 3 formats: tig: atl: Under lock and key: Incorporation of blockchain technology in the field of ophthalmic artificial intelligence for big data management - A perfect match? aug: au: Ramesh, Prasanna Devadas, Aji Ray, Prajnya Ramesh, Shruthy Joshua, Tensingh Priyan, Vinoth Ramesh, Meena Rajasekaran, Ramesh Ramesh, Prasanna Venkatesh Devadas, Aji Kunnath Ramesh, Shruthy Vaishali Ramesh, Meena Kumari affil: Medical Officer, Department of Glaucoma and Research, Mahathma Eye Hospital Private Limited, Trichy, Tamil Nadu sug: subj: Technology Artificial Intelligence Clinical Assessment Tools ab: Big data has been a game changer of machine learning. But, big data is a form of centralized version of data only available and accessible to the technology giants. A way to decentralize this data and make machine learning accessible to the smaller organizations is via the blockchain technology. This peer-to-peer network creates a common database accessible to those in the network. Furthermore, blockchain helps in securing the digital data and prevents data tampering due to human interactions. This technology keeps a constant track of the document in terms of creation, editing, etc., and makes this information accessible to all. It is a chain of data being distributed across many computers, with a database containing details about each transaction. This record helps in data security and prevents data modification. This technology also helps create big data from multiple sources of small data paving way for creating a well serving artificial intelligence model. Here in this manuscript, we discuss about the usage of blockchain, its current role in machine learning and challenges faced by it. pubtype: Academic Journal doctype: Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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