Meera Varshneya 's repositories
IKs_stabilizes_APs
Source code for "Slow Delayed Rectifier Protects Against Arrhythmic Activity Across Multiple Species - A Computational Study"
ventricular_myocyte_models
Code to replicate ventricular myocyte mathematical models across multiple species.
adventures-in-ml-code
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
arrhythmia-ecg-analysis-ai
Arrhythmia Classification through Characteristics Extraction with Discrete Wavelet Transform & WEKA/MATLAB Supervised Training
CNN_Visualization
Implementation of visualization techniques for CNN in Caffe (t-sne, DeconvNet, Image occlusions)
CNNheatmap
Given a pre-trained CNN and an image, this generates a heatmap that details which areas of the image are the most important for classification
COVID19Drugs_ArrhythmiaRisk
Source code for "Investigational treatments for COVID-19 may increase ventricular arrhythmia risk through drug interactions"
DanQ
A hybrid convolutional and recurrent neural network for predicting the function of DNA sequences
deephERG
deephERG
DeepLearning_PlantDiseases
Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.
dna_lstm
LSTM for binary DNA sequence classification
ECG-Arrhythmia-classification
ECG arrhythmia classification using a 2-D convolutional neural network
grad-cam
[ICCV 2017] Torch code for Grad-CAM
keras-vis
Neural network visualization toolkit for keras
Morotti-et-al-2021-Cross-species-translators-of-electrophysiological-response
This package contains the Matlab codes used for building, analyzing, and applying quantitative translators of cardiac myocyte electrophysiology across species or experimental conditions. It also contains the codes of our updated models of mouse, rabbit, and human ventricular myocytes (integrating descriptions of AP dynamics, Ca and Na handling, Ca/calmodulin-dependent protein kinase II and protein kinase A signaling pathways) used here for building the translators of electrophysiological response.
nflscrapR-data
Data files (.csv) accessed with nflscrapR and summarized at the player-level
Occlusion-experiments-for-image-segmentation
Follows the image occlusion pipeline presented in the paper "Visualising and understanding Convolutional Neural networks" to extract a coarse segmentation map from input image using a pre-trained CNN.
Prediction-Of-Cardiac-Arrhythmia
Machine Learning project to predict heart diseases
saliency
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
thesemicolon
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
torord
Repository for the cardiac model ToR-ORd