Shenda Hong (@hsd1503)
github

hsd1503

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
Python
314
star
2

DL-ECG-Review

A Review of Deep Learning Methods on ECG Data
188
star
3

MINA

MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals, IJCAI 2019
Python
33
star
4

ENCASE

Deep Learning on ECG, the First place in the PhysioNet/CinC Challenge 2017 (F1=0.83)
Python
30
star
5

PhysioNet

MIT-BIH data preprocessing and a sample deep model
Python
25
star
6

transformer1d

pytorch implementation of transformer for 1D data
Python
24
star
7

HOLMES

HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units (KDD 2020)
Go
12
star
8

PIC_mortality

Predicting In-hospital Mortality of Patients in the Pediatric ICU
Jupyter Notebook
10
star
9

CardioV

Estimating Critical Value from Electrocardiogram using a Deep Ordinal Convolutional Neural Network
Python
10
star
10

CardioLearn

CardioLearn: A Cloud Deep Learning Service for Cardiac Disease Detection from Electrocardiogram (WWW 2020 Demo)
7
star
11

cinc2020_meta

Practical Lessons of 12-lead ECG Classification: Meta-Analysis of Methods from PhysioNet/Computing in Cardiology Challenge 2020
5
star
12

DDL

Some CS conf. countdown
5
star
13

DL-Sleep-ECG

3
star
14

ECG_feature_extraction

Python
2
star
15

hsd1503.github.io

https://hsd1503.github.io/
HTML
2
star
16

EEG-Seizure-Dataset

EEG Seizure Dataset
2
star
17

ecg_uncertainty

Python
2
star
18

RDPD

RDPD: Rich Data Helps Poor Data via Imitation, IJCAI 2019
Python
2
star
19

event2vec

Event2vec: Learning Representations of Events on Temporal Sequences. APWeb-WAIM 2017
Python
2
star
20

PIC

PIC dataset related codes
Jupyter Notebook
2
star
21

covid19_rnn

Jupyter Notebook
2
star
22

MachineLearningTutorials

1
star
23

Interpretability

Interpretability
1
star
24

ECG_SNN

Building and training a deep spiking neural network for ECG classification
Python
1
star
25

CardioDefense

Python
1
star
26

covid19

Jupyter Notebook
1
star
27

CourseraDataScience

Coursera Johns Hopkins Specialization in Data Science course
HTML
1
star
28

hirid

Computing circulatory status of HiRID data
Python
1
star
29

ecg_plot

Jupyter Notebook
1
star