Create a tool that analyzes historical data on patient treatments and outcomes to provide evolving predictions of live-birth probabilities
The work includes two huge challenges of varied scope:
1. Extract and align the data from multiple clinics that do not have identical operations.
2. Provide IVF doctors with an evolving and believable data-driven tool which they can use to counsel their patients as they go through the four stages of an IVF journey: (a) initial consultations and gathering of generic parameters, (b) ovarian stimulation with its corresponding set of measurements, (c) oocyte retrieval and quality assessment, (d) embryo transfer.