rohankhera

rohankhera's Stars

• keras-team/keras

  Deep Learning for humans

  Language:Python61.7k1.9k12.1k19.4k

• google-deepmind/deepmind-research

  This repository contains implementations and illustrative code to accompany DeepMind publications

  Language:Jupyter Notebook13.1k3253212.6k

• tensorflow/docs

  TensorFlow documentation

  Language:Jupyter Notebook6.1k22005.3k

• py-why/EconML

  ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

  Language:Jupyter Notebook3.8k75568713

• MIT-LCP/mimic-code

  MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

  Language:Jupyter Notebook2.5k1361.2k1.5k

• rasbt/matplotlib-gallery

  Examples of matplotlib codes and plots

  Language:Jupyter Notebook1.2k552301

• grf-labs/grf

  Generalized Random Forests

  Language:C++95846498250

• OHDSI/CommonDataModel

  Definition and DDLs for the OMOP Common Data Model (CDM)

  Language:HTML877123519448

• EmilyAlsentzer/clinicalBERT

  repository for Publicly Available Clinical BERT Embeddings

  Language:Python6612541134

• ncbi-nlp/bluebert

  BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

  Language:Python552233678

• echonet/dynamic

  EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

  Language:Python4622757164

• OHDSI/WhiteRabbit

  WhiteRabbit is a small application that can be used to analyse the structure and contents of a database as preparation for designing an ETL. It comes with RabbitInAHat, an application for interactive design of an ETL to the OMOP Common Data Model with the help of the the scan report generated by White Rabbit.

  Language:Java1785925388

• TorchDSP/torchsig

  TorchSig is an open-source signal processing machine learning toolkit based on the PyTorch data handling pipeline.

  Language:Jupyter Notebook1632115238

• OHDSI/ETL-Synthea

  A package supporting the conversion from Synthea CSV to OMOP CDM

  Language:R961612770

• OHDSI/MIMIC

  MIMIC (Medical Information Mart for Intensive Care) is a large, single-center database comprising information relating to patients admitted to critical care units at a large tertiary care hospital. This repository contains the ETL to the OMOP CDM.

  Language:Python66192623

• eddymina/ECG_Classification_Pytorch

  Application of deep learning and convolutional networks for ECG classification

  Language:Jupyter Notebook631228

• beaunorgeot/philter_ucsf

  clinical free text de-identification software

  Language:Python417516

• sixlettervariables/sierra-ecg-tools

  Tools to work with the Philips Sierra ECG XML format

  Language:Java3710832

• jli0117/ehrMGAN

  code for ehrMGAN

  Language:Jupyter Notebook18118

• kole-geeta/MIMICiv-to-OMOP-in-PostgreSQL

  21

• rohankhera/PythonForSASUsers

  An Introduction to Python for SAS Users

  Language:Jupyter Notebook1000