hsd1503

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

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

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

ECG_SNN

Building and training a deep spiking neural network for ECG classification

ECG_feature_extraction

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

DL-Sleep-ECG

ecg_ptbxl_benchmarking

Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"

covid19_rnn

ecg_uncertainty

event2vec

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

hsd1503.github.io

https://hsd1503.github.io/

PIC

PIC dataset related codes

CardioDefense

covid19

hirid

Computing circulatory status of HiRID data

Paper-Implementation-DSTP-RNN-For-Stock-Prediction-Based-On-DA-RNN

基於DA-RNN之DSTP-RNN論文試做(Ver1.0)

TEG-net

Gated Temporal Convolutional Neural Network and Expert Features for Diagnosing and Explaining Physiological Time Series

UnsupervisedScalableRepresentationLearningTimeSeries

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments

AID

Active Distillation Machine to Leverage Pre-Trained Black-Box Models in Private Data Settings

data-driven-inverse-design-of-flexible-pressure-sensors

Data-driven inverse design of flexible pressure sensors

datasets

A collection of datasets of ML problem solving

ecg_signal_quality

a simple ecg signal quality method

starter-hugo-academic