meeravarshneya1234

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

aha_grantfigures

arrhythmia-ecg-analysis-ai

Arrhythmia Classification through Characteristics Extraction with Discrete Wavelet Transform & WEKA/MATLAB Supervised Training

ArrhythmiaPredictionProject

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"

cross-cell-type-regression

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.

meeravarshneya1234/IKs_stabilizes_APs

Source code for "Slow Delayed Rectifier Protects Against Arrhythmic Activity Across Multiple Species - A Computational Study"

meeravarshneya1234/ArrhythmiaPredictionProject

meeravarshneya1234/ventricular_myocyte_models

Code to replicate ventricular myocyte mathematical models across multiple species.

meeravarshneya1234/COVID19Drugs_ArrhythmiaRisk

Source code for "Investigational treatments for COVID-19 may increase ventricular arrhythmia risk through drug interactions"

meeravarshneya1234/adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

meeravarshneya1234/aha_grantfigures

meeravarshneya1234/arrhythmia-ecg-analysis-ai

Arrhythmia Classification through Characteristics Extraction with Discrete Wavelet Transform & WEKA/MATLAB Supervised Training

meeravarshneya1234/CNN_Visualization

Implementation of visualization techniques for CNN in Caffe (t-sne, DeconvNet, Image occlusions)

meeravarshneya1234/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

meeravarshneya1234/cross-cell-type-regression

meeravarshneya1234/DanQ

A hybrid convolutional and recurrent neural network for predicting the function of DNA sequences

meeravarshneya1234/deephERG

deephERG

meeravarshneya1234/DeepLearning_PlantDiseases

Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

meeravarshneya1234/dna_lstm

LSTM for binary DNA sequence classification

meeravarshneya1234/ECG-Arrhythmia-classification

ECG arrhythmia classification using a 2-D convolutional neural network

meeravarshneya1234/EDA1

meeravarshneya1234/grad-cam

[ICCV 2017] Torch code for Grad-CAM

meeravarshneya1234/keras-vis

Neural network visualization toolkit for keras

meeravarshneya1234/learngithub

meeravarshneya1234/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.

meeravarshneya1234/neural_networks

meeravarshneya1234/nflscrapR-data

Data files (.csv) accessed with nflscrapR and summarized at the player-level

meeravarshneya1234/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.

meeravarshneya1234/optimized_ventricle_models

meeravarshneya1234/Prediction-Of-Cardiac-Arrhythmia

Machine Learning project to predict heart diseases

meeravarshneya1234/saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

meeravarshneya1234/thesemicolon

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

meeravarshneya1234/torord

Repository for the cardiac model ToR-ORd

meeravarshneya1234/Visualization-of-Convolutional-Layers