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asset_recommendations_app

Asset Recommendations based on BERT NLP analysis of related new data

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

bayesianskipnet

A novel way of building on prior information for the automatic prediction and segmentation of stroke lesions. We reformulate the task to identify differences from a prior segmentation by extending a three-dimensional Attention Gated Unet with a skip connection allowing only an unchanged prior to bypass most of the network. We show that this technique improves results obtained by a baseline Attention Gated Unet on both the Geneva Stroke Dataset and the ISLES 2018 dataset.

bctpy

brain connectivity toolbox for python

berttheduck

HackZurich2019

brains_and_donuts

Topological analysis of cerebral imaging in stroke

cats3

Causal Arterial blood pressure Treatment Strategy Selection in Stroke (CATS3)

causalinference

Causal Inference in Python

causaltransformer

Forked code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"

cea-ml-nsqip

cereblink

CereBlink: Delayed Cerebral Ischemia Detection in Subarachnoid Hemorrhage

co-estimation-comparison

Comparison of direct Fick vs. thermodilution for the estimation of cardiac output

dti-scripts

A selection of scripts for DTI analysis with FSL

dualstrokenet

earguard

fentasim

Web-based fentanyl pharmacokinetics simulator

geneva-stroke-preprocessing

A set of tools to preprocess acute stroke imaging. Originally designed for the Geneva Stroke Dataset.

geojson-regions

A repo to create simplified GeoJSON regions so we can display map-based visualisations without having to load tiles all over the place.

intermanual-transfer

jesttest

testing of jest with testingEngine

n4b_stroke_metadata

nibabel

Python package to access a cacophony of neuro-imaging file formats

opsum

Outcome Prediction for Stroke Unit high-frequency data through Machine learning

pandasschema

A validation library for Pandas data frames using user-friendly schemas

perfusionct-net

A UNet for the analysis of perfusion CT imaging in the setting of acute ischemic stroke.

pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

quick-help-ai

randaugment-3d

Implementation of RandAugment in 3D

scope

Stroke Clinical Outcome Prediction

simplevoxel-3d

Simple voxel datasets for classification and segmentation tasks in 3D