Medico assist 🤖 is Ai powered Disease prediction site.

• This web app will predict possible medical conditions based on the symptoms provided.

• This site is developed using Deep learning with Python programming language and tensorflow library.

• Deep learning Model is trained on the small dataset using Recurrent Neural Networks (RNNs) Algorithm.

• Below are Some model specifications.

  • Input layer

  • One Dense layer with 64 Neurons and relu as activation function.

  • Output layer with 4 neuron (we are making 4 predications here) with activation Function Softmax function

  • Loss function - Categorical Cross Entropy

  • Optimizer - Adams

  • Accuracy - 1.00 (trained on too small dataset)

• We have created custom dataset from different health sites.

• Though model has 100% accuracy it does make wrong predictions so take it as educational purpose.

References

www.medicinenet.com