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aviatoryan's Projects

apnea-ecg icon apnea-ecg

Detect sleep apnea using heart rate data from wearable devices

apneaecganalysis icon apneaecganalysis

This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.

area-under-the-margin-ranking icon area-under-the-margin-ranking

Implementation of the paper Identifying Mislabeled Data using the Area Under the Margin Ranking: https://arxiv.org/pdf/2001.10528v2.pdf

autograd icon autograd

Efficiently computes derivatives of numpy code.

biometricecg icon biometricecg

An ECG based biometric model for specialised authentication systems

biopsykit icon biopsykit

A Python package for the analysis of biopsychological data.

caffe icon caffe

Caffe: a fast open framework for deep learning.

catboost icon catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

cvpr15deepcompare icon cvpr15deepcompare

Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"

dbgsom icon dbgsom

Directed Batch Growing Self Organizing Map

dbscan icon dbscan

A matlab implementation of dbscan

dbscan-1 icon dbscan-1

Implementation of DBSCAN clustering algorithm in Matlab

ecg icon ecg

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

ecgdeli icon ecgdeli

This is ECGdeli - A selection of delicious algorithms for ECG delineation

ecgdelnet icon ecgdelnet

ECG delineator network for ambulatory 2-lead recordings

ecgxai icon ecgxai

Neatly packaged AI methods for explainable ECG analysis

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