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ai-for-healthcare-nanodegree

Learn to build, evaluate, and integrate predictive models that have the power to transform patient outcomes. Begin by classifying and segmenting 2D and 3D medical images to augment diagnosis and then move on to modeling patient outcomes with electronic health records to optimize clinical trial testing decisions. Finally, build an algorithm that uses data collected from wearable devices to estimate the wearer’s pulse rate in the presence of motion.

ai-in-healthcare

This repository is for learning and experimental projects using AI and machine learning in healthcare.

amazon-comprehend-medical-omop-notes-mapping

Use Amazon Comprehend Medical to extract medical insight from notes inside the OMOP Common Data Model

articles-data

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

bios8366

Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics

cantemist-participation

Code relative to the participation of the lasigeBioTM team in the CANTEMIST-CANcer TExt Mining Shared Task – tumor named entity recognition.

chatbot

Um simples chatbot para respostas de perguntas frequentes.

clinical-trial-parser

Library for converting clinical trial eligibility criteria to a machine-readable format.

clinicaltrialswgetl

[under development] ETL materials to support proposal for CDM enhancements for clinical trial data

corpus-medico-cient-fico

scientific corpus in portuguese (cancer, neoplasia, chronic disease)

coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

covid19-rapid-response-demo

This freely available template gives you everything you need to program chat or voice bots with the latest COVID-19 responses and guidance from public health authorities like the CDC and WHO.

crate

Anonymise relational databases, operate a natural language processing (NLP) pipeline, provide research views on a database, manage consent-for-contact

cursos

Este repositório abriga todos os arquivos de código dos cursos do site Computer Science Master.

cv_criteria

dat8

General Assembly's 2015 Data Science course in Washington, DC

data-privacy-for-data-scientists

A workshop on data privacy methods for data scientists.

data_science

Projetos

data_science-1

Notebooks de análises e projetos de Data Science em Python

eliza

Python implementation of the Eliza chatbot

eliza.py

Implementação comentada do chatbot ELIZA

explainable-ai

Aplicação de técnicas de Explainable AI (XAI)

featureextraction

An R package for generating features (covariates) for a cohort using data in the Common Data Model.

fine-tuning-sentence-transformers

A Very Simple Demo of Fine Tuning Sentence Transformers

gpt-is-you

Personalized language model from Whatsapp chat history

hello_world_deep_learning

Hello World Introduction to Deep Learning for Medical Image Classification

icerl_system-icr_corpus

ICERL system: Iberian Cancer-related Entity Recognition and Linking system ICR corpus: Iberian Cancer-related corpus

interpretable-machine-learning-with-python

Interpretable Machine Learning with Python, published by Packt

machine-learning-for-healthcare-analytics-projects

Published by Packt