Popular GitHub Repositories for Prostate

A JAX-based deep learning framework for image segmentation using diffusion models.

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

ICLR 2023 - FedFA: Federated Feature Augmentation

Asymmetric Multi-Task Attention Network for Prostate Bed Segmentation in CT Images

Machine Learning approach for genetic risk prediction. I applied a modified, XGBoost algorithm and an iterative SNP selection algorithm to find the top features (SNPs) that best predict the risk of developing prostate cancer with a linear Support Vector Machine (SVM).

Public release of ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans

Fitting of three diffusion models to data acquired using combined T2-DWI.

Project code for The Effect of Image Resampling on the Performance of Radiomics-Based Artificial Intelligence in Multicenter Prostate MRI

Pytorch implementation of carcino-net

???♂? NNs training pipeline powered by pytorch-lightning for Prostate cANcer graDe Assessment (PANDA) Challenge – 0.922 private score, part of Blue Jeans team.

Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops