OmarAlkousa
Biomedical Engineering Master Student | Data Science Enthusiast
Damascus UniversityDamascus, Syria
Pinned Repositories
DICOM-Using-Python
How to deal with DICOM files using Python packages, ImageIO and PyDicom
Ensemble-Averaging-in-Medical-Signal-Processing
Introducing a simple yet a powerful method to use in signal processing using Python
FDA-AI-ML-Enabled-Medical-Devices-Dashboard
Dashboard designed as a web app using Streamlit library. The dashboard is about the FDA AI/ML-enabled medical devices (from 1995 to 2022).
Image-Thresholding-Web-App
Instead of coding every thresholding method you might try on the image, you can upload it to the web app and try it easily.
Learn-Fourier-Transform
A good understanding of the Fourier Transform and its coding implementation using Python
Signal-Generator-Web-App
This web app is to represent how you can use streamlit to interactively generate signals using Numpy and Scipy packages. Also, you can download the generated signal as a csv file. You can generate sine, cosine, square, chirp, sawtooth, or frequency-swept cosine signals.
Spectral-Analysis-Web-App
This web app allows you to decompose your signal data or time series using FFT and gives the opportunity to interactively investigate the signal and its spectrum (frequency spectrum, power spectrum, periodogram, and its power spectral density) using the advantage of Plotly package.
The-Discovery-of-Handwashing
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
Use-Classes-for-Generating-Signals
Learn how to build a class in python and use it to generate signals
OmarAlkousa's Repositories
OmarAlkousa/Spectral-Analysis-Web-App
This web app allows you to decompose your signal data or time series using FFT and gives the opportunity to interactively investigate the signal and its spectrum (frequency spectrum, power spectrum, periodogram, and its power spectral density) using the advantage of Plotly package.
OmarAlkousa/Learn-Fourier-Transform
A good understanding of the Fourier Transform and its coding implementation using Python
OmarAlkousa/DICOM-Using-Python
How to deal with DICOM files using Python packages, ImageIO and PyDicom
OmarAlkousa/FDA-AI-ML-Enabled-Medical-Devices-Dashboard
Dashboard designed as a web app using Streamlit library. The dashboard is about the FDA AI/ML-enabled medical devices (from 1995 to 2022).
OmarAlkousa/The-Discovery-of-Handwashing
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
OmarAlkousa/Use-Classes-for-Generating-Signals
Learn how to build a class in python and use it to generate signals
OmarAlkousa/Ensemble-Averaging-in-Medical-Signal-Processing
Introducing a simple yet a powerful method to use in signal processing using Python
OmarAlkousa/Image-Thresholding-Web-App
Instead of coding every thresholding method you might try on the image, you can upload it to the web app and try it easily.
OmarAlkousa/Signal-Generator-Web-App
This web app is to represent how you can use streamlit to interactively generate signals using Numpy and Scipy packages. Also, you can download the generated signal as a csv file. You can generate sine, cosine, square, chirp, sawtooth, or frequency-swept cosine signals.
OmarAlkousa/DALLE-using-OpenAI-API
Generating images using the most famous model, DALL.E, by integrating OpenAI API.
OmarAlkousa/Easier_Hyperparameter_Tuning_Using_Optuna
OmarAlkousa/Fourier-Analysis-as-Streamlit-Web-App
OmarAlkousa/GPT3-using-OpenAI-API
Intergrating with Chat-GPT using OpenAI API in python.
OmarAlkousa/Learn-Streamlit
This repository is to represent how easy to design a web app using the Streamlit package. The best way to learn is to practice...
OmarAlkousa/openai-python
OmarAlkousa/Stroke-Prediction-Using-Electronic-Health-Records
This project aims to make predictions of stroke cases based on simple health data. Supervised machine learning algorithm was used after processing and analyzing the data. The model has predicted Stroke cases with 92.00% of sensitivity.