Popular GitHub Repositories for Ct

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)

The code to finetune SAM with bounding box prompt for segmentation of the lungs on CT

ResUnet for MR-only BNCT planning

[ECCV 2024] Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging

A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy

Computed tomography (CT) is one of the most widely used radiography exams worldwide for different diagnostic applications. However, CT scans involve ioniz- ing radiational exposure, which raises health concerns. Counter-intuitively, low- ering the adequate CT dose level introduces noise and reduces the image quality, which may impact clinical diagnosis. This study analyzed the feasibility of using a conditional generative adversarial network (cGAN) called pix2pix to learn the mapping from low dose to high dose CT images under different conditions. This study included 270 three-dimensional (3D) CT scan images (85,050 slices) from 90 unique patients imaged virtually using virtual imaging trials platform for model development and testing. Performance was reported as peak signal-to-noise ra- tio (PSNR) and structural similarity index measure

MBIRJAX is a Python package for Model Based Iterative Reconstruction (MBIR) of images from tomographic data.

DL-FACT: Deep Learning-based Fast and Accurate Computed Tomography

Reimplementation of the PLS-Net architecture used for lung lobe segmentation in CT