hsd1503/ENCASE

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Python
License
GNU General Publi...
Created over 5 years ago
Updated over 4 years ago

hsd1503/ENCASE

hsd1503

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Deep Learning on ECG, the First place in the PhysioNet/CinC Challenge 2017 (F1=0.83)

resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

DL-ECG-Review

A Review of Deep Learning Methods on ECG Data

MINA

MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals, IJCAI 2019

PhysioNet

MIT-BIH data preprocessing and a sample deep model

transformer1d

pytorch implementation of transformer for 1D data

HOLMES

HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units (KDD 2020)

PIC_mortality

Predicting In-hospital Mortality of Patients in the Pediatric ICU

Jupyter Notebook

CardioV

Estimating Critical Value from Electrocardiogram using a Deep Ordinal Convolutional Neural Network

CardioLearn

CardioLearn: A Cloud Deep Learning Service for Cardiac Disease Detection from Electrocardiogram (WWW 2020 Demo)

cinc2020_meta

Practical Lessons of 12-lead ECG Classification: Meta-Analysis of Methods from PhysioNet/Computing in Cardiology Challenge 2020

DDL

Some CS conf. countdown

DL-Sleep-ECG

ECG_feature_extraction

hsd1503.github.io

https://hsd1503.github.io/

EEG-Seizure-Dataset

EEG Seizure Dataset

ecg_uncertainty

RDPD

RDPD: Rich Data Helps Poor Data via Imitation, IJCAI 2019

event2vec

Event2vec: Learning Representations of Events on Temporal Sequences. APWeb-WAIM 2017

PIC

PIC dataset related codes

Jupyter Notebook

covid19_rnn

Jupyter Notebook

MachineLearningTutorials

Interpretability

Interpretability

ECG_SNN

Building and training a deep spiking neural network for ECG classification

CardioDefense

covid19

Jupyter Notebook

CourseraDataScience

Coursera Johns Hopkins Specialization in Data Science course

hirid

Computing circulatory status of HiRID data

ecg_plot

Jupyter Notebook