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Preserving privacy in big data research: the role of federated learning in spine surgery.

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Title: Preserving privacy in big data research: the role of federated learning in spine surgery.
Authors: Shahzad H; Department of Orthopaedics, UC Davis Medical Center, Sacramento, CA, USA., Veliky C; Ohio State College of Medicine, The Ohio State University, Columbus, OH, USA., Le H; UC Davis Medical Center, Sacramento, CA, USA., Qureshi S; Hospital for Special Surgery, New York City, NY, USA., Phillips FM; Rush University Medical Center, Chicago, IL, USA., Javidan Y; UC Davis Medical Center, Sacramento, CA, USA., Khan SN; Department of Orthopaedics, UC Davis Medical Center, Sacramento, CA, USA. safkhan@ucdavis.edu.
Source: European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society [Eur Spine J] 2024 Nov; Vol. 33 (11), pp. 4076-4081. Date of Electronic Publication: 2024 Feb 25.
Publication Type: Journal Article; Review
Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 9301980 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-0932 (Electronic) Linking ISSN: 09406719 NLM ISO Abbreviation: Eur Spine J Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Shahzad+H%22">Shahzad H</searchLink>; Department of Orthopaedics, UC Davis Medical Center, Sacramento, CA, USA.<br /><searchLink fieldCode="AU" term="%22Veliky+C%22">Veliky C</searchLink>; Ohio State College of Medicine, The Ohio State University, Columbus, OH, USA.<br /><searchLink fieldCode="AU" term="%22Le+H%22">Le H</searchLink>; UC Davis Medical Center, Sacramento, CA, USA.<br /><searchLink fieldCode="AU" term="%22Qureshi+S%22">Qureshi S</searchLink>; Hospital for Special Surgery, New York City, NY, USA.<br /><searchLink fieldCode="AU" term="%22Phillips+FM%22">Phillips FM</searchLink>; Rush University Medical Center, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Javidan+Y%22">Javidan Y</searchLink>; UC Davis Medical Center, Sacramento, CA, USA.<br /><searchLink fieldCode="AU" term="%22Khan+SN%22">Khan SN</searchLink>; Department of Orthopaedics, UC Davis Medical Center, Sacramento, CA, USA. safkhan@ucdavis.edu.
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  Data: <searchLink fieldCode="JN" term="%229301980%22">European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society</searchLink> [Eur Spine J] 2024 Nov; Vol. 33 (11), pp. 4076-4081. <i>Date of Electronic Publication: </i>2024 Feb 25.
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        Value: 10.1007/s00586-024-08172-2
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              Text: 2024 Nov
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