American Academy of Orthopaedic Surgeons Guidelines for Hip Fractures

• Arthroplasty VS Internal Fixation Mortality in Elderly Hip Fractures dataset is a study of the strong evidence that supports arthroplasty for patients with hip fractures like unstable (displaced) femoral neck instead of internal fixation.
• Aspirin or Clopidogrel Early VS Delayed Treatment in Hip Fractures dataset showcases the limited evidence that supports not delaying hip fracture surgery for patients on aspirin and/or clopidogrel.
• Bipolar VS Unipolar Hemiarthroplasty Function in Elderly Hip Fractures dataset shows moderate evidence that supports the outcomes of unipolar and bipolar hemiarthroplasty for hip fractures like unstable (displaced) femoral neck fractures are similar.
• Cemented VS Uncemented Arthroplasty Mortality in Elderly Hip Fractures dataset shows moderate evidence that supports the preferential use of cemented femoral stems in patients undergoing arthroplasty for hip fractures of the femoral neck.
• Cephallomedullary Device VS Sliding Hip Screw Fracture Complications dataset shows moderate evidence that supports using a cephalomedullary device for the treatment of patients with unstable intertrochanteric hip fractures.
• Cephallomedullary Device VS Sliding Hip Screw Fracture Functions dataset shows moderate evidence that supports using a cephalomedullary device for the treatment of patients with unstable intertrochanteric hip fractures.
• Posterior VS Direct Lateral Surgical Approach in Elderly Hip Fractures dataset shows moderate evidence that supports higher dislocation rates with a posterior approach in the treatment of displaced femoral neck fractures with hip arthroplasty.
• Regional Analgesia VS Pain Control Management of Elderly Hip Fractures dataset shows strong evidence that supports regional analgesia versus control or improvement of preoperative pain in patients with hip fracture.
• Spinal VS General Anesthesia Management for Elderly Hip Fractures dataset shows strong evidence that supports similar outcomes for general or spinal anesthesia for patients undergoing hip fracture surgery.
• Traction VS No Traction for Pain Management of Elderly Hip Fractures dataset shows moderate evidence that does not support routine use of preoperative traction for patients with a hip fracture.
• Treatment Studies for Advanced Imaging for Elderly Hip Fractures dataset shows strong evidence that supports the high applicability of advanced imaging for some outcomes in the management of hip fracture in the elderly.
• Treatment Studies for Preoperative Regional Analgesia in Hip Fractures dataset shows strong evidence that supports regional analgesia to improve preoperative pain control in patients with hip fracture.

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1. Arthroplasty VS Internal Fixation Mortality in Elderly Hip Fractures

This dataset is a study of the strong evidence that supports arthroplasty for patients with hip fractures like unstable (displaced) femoral neck instead of internal fixation.

2. Aspirin or Clopidogrel Early VS Delayed Treatment in Hip Fractures

This dataset showcases the limited evidence that supports not delaying hip fracture surgery for patients on aspirin and/or clopidogrel.

3. Bipolar VS Unipolar Hemiarthroplasty Function in Elderly Hip Fractures

This dataset shows moderate evidence that supports the outcomes of unipolar and bipolar hemiarthroplasty for hip fractures like unstable (displaced) femoral neck fractures are similar.

4. Cemented VS Uncemented Arthroplasty Mortality in Elderly Hip Fractures

This dataset shows moderate evidence that supports the preferential use of cemented femoral stems in patients undergoing arthroplasty for hip fractures of the femoral neck.

5. Cephallomedullary Device VS Sliding Hip Screw Fracture Complications

This datset shows moderate evidence that supports using a cephalomedullary device for the treatment of patients with unstable intertrochanteric hip fractures.

6. Cephallomedullary Device VS Sliding Hip Screw Fracture Functions

This dataset shows moderate evidence that supports using a cephalomedullary device for the treatment of patients with unstable intertrochanteric hip fractures.

7. Posterior VS Direct Lateral Surgical Approach in Elderly Hip Fractures

This dataset shows moderate evidence that supports higher dislocation rates with a posterior approach in the treatment of displaced femoral neck fractures with hip arthroplasty.

8. Regional Analgesia VS Pain Control Management of Elderly Hip Fractures

This dataset shows strong evidence that supports regional analgesia versus control or improvement of preoperative pain in patients with hip fracture.

9. Spinal VS General Anesthesia Management for Elderly Hip Fractures

This dataset shows strong evidence that supports similar outcomes for general or spinal anesthesia for patients undergoing hip fracture surgery.

10. Traction VS No Traction for Pain Management of Elderly Hip Fractures

This dataset shows moderate evidence that does not support routine use of preoperative traction for patients with a hip fracture.

11. Treatment Studies for Advanced Imaging for Elderly Hip Fractures

This dataset shows strong evidence that supports the high applicability of advanced imaging for some outcomes in the management of hip fracture in the elderly.

12. Treatment Studies for Preoperative Regional Analgesia in Hip Fractures

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• Each dataset goes through 3 levels of quality review
  • 2 Manual reviews are done by domain experts
  • Then, an automated set of 60+ validations enforces every datum matches metadata & defined constraints
• Data is normalized into one unified type system
  • All dates, unites, codes, currencies look the same
  • All null values are normalized to the same value
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• Data Updates
  • Data updates support replace-on-update: outdated foreign keys are deprecated, not deleted

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Each dataset is manually curated by our team of doctors, pharmacists, public health & medical billing experts:

• Field names, descriptions, and normalized values are chosen by people who actually understand their meaning
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• Both manual and automated data enrichment supported for clinical codes, providers, drugs, and geo-locations
• The data is always kept up to date – even when the source requires manual effort to get updates
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• Every data source’s license is manually verified to allow for royalty-free commercial use and redistribution.

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John Snow Labs , an AI and NLP for healthcare company, provides state-of-the-art software, models, and data to help healthcare and life science organizations build, deploy, and operate AI projects.