dial-rpi Goto Github PK

anaxnet-anatomy-aware-cxr-classification

attention-reg

bowdanet

Source code for BOWDANet

covid19-icuprediction

Predicting ICU admission based on initial CT images and non-imaging data.

cvd-risk-estimator

A deep learning model (Tri2D-Net) for predicting cardiovascular disease risks from lung cancer screening LDCT

fed-menu

A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentation with inconsistent labels.

fedcross

frame-to-volume-registration

2D Ultrasound Frame to 3D Ultrasound Volume Registration (FVReg) pipeline.

freehandusrecon

Source code for DCL-Net, a deep learning model for sensorless freehand 3D ultrasound volume reconstruction.

fvr-net

imgaug

Image augmentation for machine learning experiments.

kamp-net

Deep learning for mortality prediction from low-dose CT images

pipo-fan

PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch

ptn

A python (PyTorch) implementation of Polar Transform Network (PTN) method for prostate ultrasound segmentation

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch.github.io

The website for PyTorch

regression-metric-loss

A loss function originated for regression tasks to learn a representation manifold that is isometric to the label space.

sco-ssl

A python (PyTorch) implementation of Shadow-consistent Semi-supervised Learning (SCO-SSL) method for prostate ultrasound segmentation

spectral-adversarial-data-augmentation

task-oriented-ct-denoising_tod-net

trustworthiness-of-medical-xai

ucat

Unsupervised Cross-domain Adversarial Training