Implant Size Estimation for HealthCare


Predict the size of implant to be used during a patient’s total knee replacement surgery given that we know their demographic informations such as height, weight, age, gender, etc.

Knee Implant


- Problem formulation
- Data Collection
- Model comparison
- Experimentation and code development due to limited access via AWS given the sensitive nature of the data as this was a project related to the health sector.

Knee Implant


Knee Implant

Simple regression and classification models.


Successfully trained and deployed 8 models, 2 models each corresponding to Femur, Tibia, Tibial Insert and Patella (these are the bones that are replaced during knee surgery) Of the 2 models within each bone, one was used to predict the implant design and the other was used for size prediction.

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