anujdutt9 / disease-prediction-from-symptoms

Disease Prediction based on Symptoms.

Hi 👋 I am Anuj!

I am aspiring AI developer who is passionate about deep learning and it's efficient deployment on mobile and low power embedded devices. I love to work with technologies including TensorFlow, PyTorch, TensorFlow.js, CoreML, TFLite, STM32F4/F7/L4 to name a few. Please feel free to reach out to me 🙂

• 🔭 I’m currently working on Computer Vision and Deep Learning @Jabra, previously DL Research @Bose.
• ⚡ I’m interested in the area of EdgeAI and Computer Vision.
• 🌱 I’m currently learning how to compress and optimize neural networks for embedded/mobile devices.
• 👯 I’m always open to meaningful collaborations.
• 😄 Pronouns: He/His
• 📫 More details: anujdutt9.github.io

🤝 Connect with me

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disease-prediction-from-symptoms's Issues

Learning Neural Networks

Hello, I apologize if this is a dumb question or if I'm not experienced enough to work on this. I was hoping to use this as one of my first neural network projects to enrich my knowledge of Python and machine algorithms I wanted to input data. For example, if I had 3 patients who had itching scratching and headaches and I wanted to input that data do your code to tell me what disease they most likely had I was wondering how I would accomplish that. I looked through your code and I understand most of it but I'm failing to understand if this is just a dataset or if it can be used to process user information for the desired outcome. Whether that be inputting symptoms and getting the most likely disease or input diseases and getting the most likely output. If I'm confused and if I'm misinterpreting the purpose of this please let me know! I really appreciate your work for the Neural networking and physician field to better assist those in need and I cannot thank you enough for this project!

Dataset

Hi
The dataset link provided in readme.md is different from the dataset which is present in the dataset folder the folder contains kaggle dataset.

How to make prediction?

Dude u haven't written Naive Bayes code...

You just fooled us.

Use of the occurence count variable

@anujdutt9 Great work.
I have one question regarding the use of the occurrence count variable. Please correct me, it looks like u have not considered occurrence as a feature for your model. If not, can you guide me to that code.

Selection of Symptoms

How do I select the symptoms from the list ? In README.md file is it mentioned that the symptoms can be selected from a given list. Where is the list !! Also, how does the raw_data.xlsx file get created once the symptoms are selected.

Address the issue at the earliest

Regards,

what data mining technique is used in the project?

yaml

Hey whenever I install yaml it keeps on saying
ERROR: Could not find a version that satisfies the requirement yaml (from versions: none)
ERROR: No matching distribution found for yaml

Any fix for this?

Missing directories

The following directories are missing when I cloned your repo,"services", and "utils" directories. Hope you are having great time?