Shared Medical Appointments (SMAs)

A regular doctor's reservation consists of 2 hours, mostly waiting for the doctor to see it, it takes about ten minutes to consult a doctor. Our society is growing day by day, reservation is becoming increasingly difficult. It takes 3 to 4 months to make a reservation with a doctor. In some cases, people need to see a doctor to treat any sickness, they promise, and when they go to see a doctor the condition disappears.

Let's start with the actual script. I will use Kaggle 's "Medical Appointments No Show" as experimental data. This is a data set that includes a 300k medical reservation, such as patient characteristics (features) and whether the patient appears on the reservation. We will try to create a neural network, and the characteristics of a given patient will predict the probability that the patient will appear. Machine learning and neural networks are powerful and using TensorFlow + Keras is also fun. In this article we skipped the surface of the theme, but I hope to see what we can do with a few lines of code. I will continue to learn this topic and revive something more advanced (and useful)!

A good way to extend the dollar? General medical reservation. Marianne Sumego, MD, Director of Shared Medical Reservation at the Cleveland Clinic, said that some clinics and family medical can choose to share reservations and a small payment. Through a group visit, you will receive hands-on care from your doctor and have experiences with people with similar chronic conditions like diabetes or asthma or people with general health problems like weight loss You can share. Sumego stated that some general reservations are offering individual individual exams but other exams may be held in groups. Reservation sharing can also lower your insurance to affordable treatment costs