Research Tool - Flexion Gap Prediction with Machine Learning

All software on this website is for research purposes only; it is not intended to diagnose, treat, or give medical advice.

Patient Information

Prealign: Varus Valgus

Gender:

Male

Female

Laxity: Varus 1+ Laxity Varus 2+ Laxity Valgus 1+ Laxity Valgus 2+ Laxity No Laxity Hyperextension Tibial Varus Angle: -5 -4 -3 -2 -1 0

Additional Inputs

Preop Flexion: Age: Height (inches): Weight (lbs): PCL Release: ITB Closure/Patch: HCCR: No Yes Print Take Screenshot

Measurement Inputs

Insert (mm): 9 11 13 15 17 21 Femur Valgus Resect Angle: DFR (mm): 8 9 10 11 12 Ext Rotation (degrees): 2 3 4 5 6 Shift (mm): -2 -1 0 1 2 Preop Ext (degrees): 0 5 10 15 20 Tibia Bone Removal (mm): 4 5 6 7 8 9 10 11 12 13 14 Post Femur Removal (mm): Femur Implant Size: 1 2 3 4 5 6 7 8 9 Tibial Tray Size: 1 2 3 4 5 6 7 8 9 Tibial Slope (degrees): 0

Prediction: Class 1

Gap Status: 0.60 mm

Ext Gap: 1.00 mm

ML Prediction: N/A

F1 Score: N/A

Model Status: Not loaded

Model Metrics: N/A

Saved Simulations: 0

Load Saved Model Train Model Train Model with Cross-Validation Reset All Reset Chart Save Simulation Result Download Data Save Model Import Model Clear Saved Model

Toggle Bar/Line Chart

This site is intended as an educational tool for medical researchers and health care professionals. Medical researchers and health care professionals should exercise their judgement regarding the information and the weight that can be placed on that information that this website’s content can provide. Non-medical professionals use this website at their own risk. The content on this website does not constitute medical advice. Non-medical professionals should contact a physician or other licensed health care professional for medical advice including but not limited to questions, concerns and/or decision making.

This website provides information only and the use of this information is strictly at your own risk. We do not provide medical advice nor do we provide medical or diagnostic services. The content of the website is one approach to orthopaedic conditions and does not represent all approaches or necessarily the standard approach. The information presented on this website and information on websites that are listed here is believed to be accurate. However, accuracy and timeliness of information cannot be guaranteed by either the site owners or content owners. Therefore, users should consult a variety of sources and should recheck all scores. The availability of information on the website does not constitute an endorsement.

Information obtained from the website and decisions made using this content are the responsibility of the user. Users will not hold the website liable for any direct, indirect, incidental, consequential, or special damages and/or injury (including death) from use of tools or information in any manner. Users will not hold the owners or publishers that created and distributed these tools liable or responsible for any direct, indirect, incidental, consequential, or special damages and/or injury (including death) from the use of tools or information in any manner. Users will neither make a claim nor take any action against the site or against the owners or publishers of any information provided on the site or owners of websites linked to on the site.

Website design is the copyright of Butler Surgical Group, LLC and may not be copied without written permission