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Shenda Hong's Projects

aid icon aid

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

cardiolearn icon cardiolearn

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

cardiov icon cardiov

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

cinc2020_meta icon cinc2020_meta

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

courseraml icon courseraml

Programming assignment code of Andrew Ng 2014 machine learning course on Coursera

da-rnn icon da-rnn

πŸ“ƒ PyTorch Implementation of DA-RNN (arXiv:1704.02971)

datasets icon datasets

A collection of datasets of ML problem solving

ddl icon ddl

Some CS conf. countdown

ecg_ptbxl_benchmarking icon ecg_ptbxl_benchmarking

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

ecg_snn icon ecg_snn

Building and training a deep spiking neural network for ECG classification

encase icon encase

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

event2vec icon event2vec

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

geoman icon geoman

a easy pytorch implement of GeoMAN

gitignore icon gitignore

A collection of useful .gitignore templates

hirid icon hirid

Computing circulatory status of HiRID data

holmes icon holmes

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

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