Peyman Obeidy's Projects
1st place solution for SIIM-FISABIO-RSNA COVID-19 Detection Challenge
Python notebooks
GGO Segmentation
This is the code for "Watch Me Build an AI Startup" By Siraj Raval on Youtube
T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis
Artificial Intelligence-based diagnosis of asbestosis: analysis of a database with applicants for asbestosis state-aid (accepted at European Radiology)
all my bash code will be here
BCDU-Net : Medical Image Segmentation
COVID-19 Pneumonia Lesion segmentation network
This page is for Learning Diagnosis of COVID-19 from a Single Radiological Image.
A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans
all seg projects
Official Code for DragGAN (SIGGRAPH 2023)
Segmentation of COVID-19 lession on chest CT images
The fast.ai course notebooks
This python script computes and plots a FROC curve - Free-response Receiver Operating Characteristic - from numpy arrays.
gsheet helpful functions
Pillow: Image Processing with Python(Book Code)
Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020.
The open-source language model computer
Lung cancer detection framework