Develop an AI-Driven Diagnostic System

[TAHIR0110]

Develop an AI-driven diagnostic system to analyze medical data and provide accurate, real-time assessments. The task involves creating algorithms to detect patterns, predict diseases, and recommend treatments, enhancing the efficiency and precision of healthcare diagnostics.

I need this before 22 may.

Hence I will assign this as a level 3 label, due to its deadline.

[Kyouma45]

Sir @TAHIR0110 , I have experience in building these kinds of models. Please assign this issue to me. Also, can you please give a sample input or the dataset? Thank you

[TAHIR0110]

@Kyouma45 I don't have a dataset currently I would appreciate if you find some dataset on kaggle or NIH.

We would prefer the model should predict age, gender(there is already a model in my repository), weight(could be user input), height(could be user input), Medical History(User Input), Symptoms(User Input). and hence it would predict Electrocardiogram, Cholesterol levels and would recommend prescriptions including medicines(if possible).

Patient Information:

Age: 35 Sex: Male Weight: 85 kg (187 lbs) Height: 1.78 m (5'10") Medical History: Hypertension (diagnosed 2 years ago)

Symptoms:

Chest pain (described as sharp, squeezing pain in the center of the chest) Shortness of breath (started yesterday) Nausea and vomiting

Test Results:

Blood pressure: 160/100 mmHg Electrocardiogram (ECG): Abnormal T-wave inversions Cholesterol levels: LDL - 190 mg/dL, HDL - 40 mg/dL

If you need any further assistance feel free to ask.

[Kyouma45]

@Kyouma45 I don't have a dataset currently I would appreciate if you find some dataset on kaggle or NIH.

We would prefer the model should predict age, gender(there is already a model in my repository), weight(could be user input), height(could be user input), Medical History(User Input), Symptoms(User Input). and hence it would predict Electrocardiogram, Cholesterol levels and would recommend prescriptions including medicines(if possible).

Patient Information:

Age: 35 Sex: Male Weight: 85 kg (187 lbs) Height: 1.78 m (5'10") Medical History: Hypertension (diagnosed 2 years ago)

Symptoms:

Chest pain (described as sharp, squeezing pain in the center of the chest) Shortness of breath (started yesterday) Nausea and vomiting

Test Results:

Blood pressure: 160/100 mmHg Electrocardiogram (ECG): Abnormal T-wave inversions Cholesterol levels: LDL - 190 mg/dL, HDL - 40 mg/dL

If you need any further assistance feel free to ask.

Understood, I would love to give it a try. Please assign this issue to me

[TAHIR0110]

@Kyouma45 assigned!

[Divyanshi-2211]

Could you please assigned it to me as well?

[Kushagra22Singh]

Hey @TAHIR0110, I would like to work on these issues and get it resolved. As the dataset is not available so its better to generate a synthetic data or scrape the data from various sites. I've been working on the data science part which would put me on a leverage on these. Please assign me to this issue.

[TAHIR0110]

@Kushagra22Singh I will assign you this issue as well, but do check the deadline once.

[Kyouma45]

Sir @TAHIR0110, I have finished working on the model and have created a pull request. Please review it.

[Kyouma45]

@TAHIR0110 sir, please add GSSOC and level labels to my PR.