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Arpitha U's Projects

ai4covid icon ai4covid

Description PoC for the 2020 WirVSVirus Hackathon

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

bimcv-covid-19 icon bimcv-covid-19

Valencia Region Image Bank (BIMCV) that combines data from the PadChest dataset with future datasets based on COVID-19 pathology to provide the open scientific community with data of clinical-scientific value that helps early detection of COVID-19

botbuilder-python icon botbuilder-python

The Microsoft Bot Framework provides what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/sms to Skype, Slack, Office 365 mail and other popular services.

brixia-score-covid-19 icon brixia-score-covid-19

End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays. Additional material and updates.

cclunit-framework icon cclunit-framework

A collection of CCL source code for executing CCL Unit tests and generating code coverage data.

chest_xray_tensorflow_classifier icon chest_xray_tensorflow_classifier

A TensorFlow project that has allowed me to create a machine learning classifying program to identify thoracic diseases (diseases that have been identified by radiologists)

component-library icon component-library

Experimental Notebook and Script components ready to be dropped in an Elyra pipeline

corona-x-ray-prediction icon corona-x-ray-prediction

It is a Flask Application to predict a person covid positive/negetive based on chest x ray of a person.This Machine Learning Web Application utilizes a Two-Layered Convolutional Neural Network to process the chest-x-ray Images and predict if they are corona positive/negetive accuracy of nearly 81%.

corona_virus icon corona_virus

Diagnosis of corona virus using Chest X-ray and CT-scan through deep learning

coronavirus-ds icon coronavirus-ds

Jupyter notebooks and python scripts for investigating the 2019 coronavirus outbreak

covews icon covews

The COVID-19 Early Warning System (CovEWS) is a real-time early warning system for assessing individual COVID-19 related mortality risk.

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid-19-chest-x-ray-detection icon covid-19-chest-x-ray-detection

A team of researchers from Qatar University, Doha, Qatar and the University of Dhaka, Bangladesh along with their collaborators from Pakistan and Malaysia in collaboration with medical doctors have managed to classify COVID-19, Viral pneumonia and Normal Chest X-ray images with an accuracy of 98.3%. This scholarly work is submitted to Scientific Reports (Nature) and the manuscript is uploaded to the arvix server(https://arxiv.org/abs/2003.13145). Please make sure you give credit to us while using this repository(https://github.com/tawsifur/COVID-19-Chest-X-ray-Detection) and this database( https://www.kaggle.com/tawsifurrahman/covid19-radiography-database)

covid-19-community icon covid-19-community

Community effort to build a Neo4j Knowledge Graph (KG) that links heterogeneous data about COVID-19

covid-19-detection-flask-app-based-on-chest-x-rays-and-ct-scans icon covid-19-detection-flask-app-based-on-chest-x-rays-and-ct-scans

COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.

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