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Machine Learning Accurately Predicts Short-Term Outcomes Following Open Reduction and Internal Fixation of Ankle Fractures.

• Authors : Merrill RK; Orthopedic Surgery Resident, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA. Electronic address: .; Ferrandino RM

Subjects: Fracture Fixation, Internal* ; Hospital Mortality* ; Machine Learning*

• Source: The Journal of foot and ankle surgery : official publication of the American College of Foot and Ankle Surgeons [J Foot Ankle Surg] 2019 May; Vol. 58 (3), pp. 410-416. Date of Publisher: W.B. Saunders Country of Publication: United States NLM ID: 9308427 Publication Model: Print-Electronic Cited Medium: Internet ISSN:

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Identifying Risk Factors for 30-Day Readmissions After Triple Arthrodesis Surgery.

• Authors : Merrill RK; Resident, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA. Electronic address: .; Ferrandino RM

Subjects: Arthrodesis/Arthrodesis/Arthrodesis/*adverse effects ; Flatfoot/Flatfoot/Flatfoot/*surgery ; Patient Readmission/Patient Readmission/Patient Readmission/*statistics & numerical data

• Source: The Journal of foot and ankle surgery : official publication of the American College of Foot and Ankle Surgeons [J Foot Ankle Surg] 2019 Jan; Vol. 58 (1), pp. 109-113. Date of Publisher: W.B. Saunders Country of Publication: United States NLM ID: 9308427 Publication Model: Print-Electronic Cited Medium: Internet ISSN:

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Examining the Ability of Artificial Neural Networks Machine Learning Models to Accurately Predict Complications Following Posterior Lumbar Spine Fusion.

• Authors : Kim JS; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.; Merrill RK

Subjects: Machine Learning* ; Neural Networks, Computer*; Lumbar Vertebrae/Lumbar Vertebrae/Lumbar Vertebrae/*surgery

• Source: Spine [Spine (Phila Pa 1976)] 2018 Jun 15; Vol. 43 (12), pp. 853-860.Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 7610646 Publication Model: Print Cited Medium: Internet ISSN:

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The 5-year cost-effectiveness of two-level anterior cervical discectomy and fusion or cervical disc replacement: a Markov analysis.

• Authors : Overley SC; Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, New York City, NY, USA.; McAnany SJ

Subjects: Cost-Benefit Analysis*; Cervical Vertebrae/Cervical Vertebrae/Cervical Vertebrae/*surgery ; Diskectomy/Diskectomy/Diskectomy/*economics

• Source: The spine journal : official journal of the North American Spine Society [Spine J] 2018 Jan; Vol. 18 (1), pp. 63-71. Date of Electronic Publication: 2017 Jun 30.Publisher: Elsevier Science Inc Country of Publication: United States NLM ID: 101130732 Publication Model: Print-Electronic Cited Medium: Internet

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Bone morphogenetic protein use in spine surgery in the United States: how have we responded to the warnings?

• Authors : Guzman JZ; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA.; Merrill RK

Subjects: Bone Morphogenetic Protein 2/Bone Morphogenetic Protein 2/Bone Morphogenetic Protein 2/*adverse effects ; Postoperative Complications/Postoperative Complications/Postoperative Complications/*epidemiology ; Spinal Fusion/Spinal Fusion/Spinal Fusion/*methods

• Source: The spine journal : official journal of the North American Spine Society [Spine J] 2017 Sep; Vol. 17 (9), pp. 1247-1254. Date of Electronic Publication: 2017 Apr 26.Publisher: Elsevier Science Inc Country of Publication: United States NLM ID: 101130732 Publication Model: Print-Electronic Cited Medium: Internet

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Analysis and Review of Automated Risk Calculators Used to Predict Postoperative Complications After Orthopedic Surgery.

• Authors : Merrill, Robert K.; Ibrahim, John M.; Machi, Anthony S.

• Source: Current Reviews in Musculoskeletal Medicine; Jun2020, Vol. 13 Issue 3, p298-308, 11p

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