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Intelligence-Based Spine Care

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The Intelligence-Based Spine Care model. DL: deep learning; DST: decision support tools; EMR: electronic medical record.[1]

Intelligence-Based Spine Care (IBSC) is a model of healthcare that explicitly integrates advanced technologies, such as machine learning (ML) algorithms and intelligent platforms like wearable technology and surgical robotics, with the expertise of spine specialists in order to provide personalized and precision management of spine disorders.[1] Over the last several decades intelligent technologies have been incorporated into several medical specialties, namely dermatology and diagnostic radiology as detailed by Hogarty et al and Hosny et al respectively.[2][3] However, IBSC is the first model geared towards spine health that creates a foundation for integrating multiple intelligent systems simultaneously into patient care with the goal of individualizing surgical management from preoperative to postoperative care. The term “Intelligence-Base Spine Care” was introduced in 2020 by Mallow et al at Rush University Medical Center, Department of Orthopaedic Surgery.

References[edit]

  1. 1.0 1.1 Mallow, G. Michael; Siyaji, Zakariah K.; Galbusera, Fabio; Espinoza-Orías, Alejandro A.; Giers, Morgan; Lundberg, Hannah; Ames, Christopher; Karppinen, Jaro; Louie, Philip K.; Phillips, Frank M.; Pourzal, Robin (2020-11-28). "Intelligence-Based Spine Care Model: A New Era of Research and Clinical Decision-Making". Global Spine Journal. doi:10.1177/2192568220973984. PMID 33251858 Check |pmid= value (help).
  2. Dt, Hogarty; Jc, Su; K, Phan; M, Attia; M, Hossny; S, Nahavandi; P, Lenane; Fj, Moloney; A, Yazdabadi (February 2020). "Artificial Intelligence in Dermatology-Where We Are and the Way to the Future: A Review". American Journal of Clinical Dermatology. 21 (1): 41–47. doi:10.1007/s40257-019-00462-6. PMID 31278649. Retrieved 2020-12-02. Unknown parameter |s2cid= ignored (help)
  3. Hosny, Ahmed; Parmar, Chintan; Quackenbush, John; Schwartz, Lawrence H.; Aerts, Hugo J. W. L. (August 2018). "Artificial intelligence in radiology". Nature Reviews. Cancer. 18 (8): 500–510. doi:10.1038/s41568-018-0016-5. PMC 6268174. PMID 29777175.


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