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a4c3d

apayn-inference

Inference for "anatomy pics are all you need"

apayng

Anatomy pics are all you need on Gadgetron

bard-labeller

Python app for labelling ECG text files exported from the BARD EP system

cophy

Coronary physiology

coronary-physiology

Semi-automated coronary physiology analysis

dfdc

Training codebase for our solution to Kaggle's Deepfake Detection Challenge

eae-ecg-autoencoder

efficientdet-p

A probabilistic EfficientDet

epsilon-heatmap

Automated data extraction from proprietary stress echo heatmaps

exercise-tolerance-testing

Semi-automated analysis of QRS duration and ST segments from COSMED reports

hml

ignite

High-level library to help with training neural networks in PyTorch

keras-contrib

Keras community contributions

keras_generator_example

An example of a Keras generator which reads videos and labels using a directory format

mlp_language_classifier

A multilayer perceptron which uses wordlists to learn to classify words as coming from a certain language. Includes a GUI to visualise neuron activity.

msr

MRI super-resolution

onnx

Open standard for machine learning interoperability

pyminim

Simple minimisation algorithm for 1:1 randomisation in trials

pyqtgraph

Fast data visualization and GUI tools for scientific / engineering applications

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

rms

Regression Modeling Strategies

segnetcmr

A Tensorflow implementation of SegNet for cardiac MRI segmentation

t1t2_labeller

Labelling software for joint T1 and T2 maps

t1t2_training

Training and testing code for the T1T2 mapping paper

two-stream-action-recognition-keras

Two-stream cnn models for action recognition on the UCF-101 dataset

ultralytics

YOLOv8 with confidence loss

unet3d

A 3D Unet for Pytorch for video and 3D model segmentation

yolov5

yolov5 with confidence