Name: Bjørn-Jostein Singstad
Type: User
Company: Akershus University Hospital
Bio: Using artificial intelligence to develop clinical applications
Location: Norge
Feel free to explore my webpage, repositories and reach out for collaborations or discussions related to them!
bland-altman-analysis
BlandAltman plot related to: "Estimation of heart rate variability from finger photoplethysmography during rest, mild exercise and mild mental stress"
bsingstad
A special repository presenting my GitHub profile.
bsingstad.github.io
A webpage containing information about me and my research projects
coral-ordinal
Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
dmba-ml
This repository contains code and course material for Data Mining and Business Analytics at USN
ecg-age
Public repository associated with: "Using deep convolutional neural networks to predict patients age based on ECGs from an independent test cohort"
ecg-age-bayesian
This work is the preliminary experiments leading to the publication: Towards Invariant Soft Biometrics from Electrocardiograms
ecg-classification-using-classifier-chain
This repository is associated with Multi-Label ECG Classification Using Convolutional Neural Networks in a Classifier Chain
ecg-classification-using-open-data
ECG classification using public data and state-of-the-art 1D CNN models. This work is based on George Moody Challenge 2020
ecg-featurizer
A python package for extracting features from ECGs
ecg-interpretation-flask-application
A Flask application allowing the user to upload a ECG to a webserver and get a prediction back
ecg_plot
Plot standard multi lead ECG/EKG chart with Python
eeg-predict-cardiac-arrest-recovery
Public repository associated with: "MemoryInception: Predicting Neurological Recovery from EEG Using Recurrent Inceptions"
fastai
A forked repository - necessary for replication of model presented in: "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL" and cloud hosted notebooks
heart-murmur-detection-2022-simulab
Public repository associated with: "honocardiogram classification using 1-dimensional inception time convolutional neural network"
hipsc-cms-ionic-current-block-detecion
Identifying ionic channel block in a virtual cardiomyocyte population using machine learning classifiers
idrettsekg
A repository related to a master thesis in electronics, informatics and technology. Title: "Comparing Cardiological and Algorithm-Based ECG Interpretation in Athletes: Can Artificial Intelligence Improve the Algorithms?"
physionet-challenge-2024-example-code
Python example code for the PhysioNet Challenge 2024
physionet-cinc-challenge2020-teamuio
Public repository associated with: Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs
physionetchallenge2021-cnn
Public repository associated with: "Multi-Label ECG Classification Using Convolutional Neural Networks in a Classifier Chain"
post-george-moody-challenge-2020-2021
Public repository associated with: Assessing The Effect of Various Sampling Frequency and Double Soft F1-loss in Multi-Label Classification of 12-Lead ECGs
pulse2pulse
DeepFake ECG generator based on 1D Convoloutional Neural Networks
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
strodthoff-2021
[Re] Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL, N. Strodthoff, P. Wagner, T. Schaeffter, and W. Samek,
vhdl-lab-using-quartus
A data lab at UiO (FYS4220, Lab 1, 2019) in VHDL design using Quartus
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
