Pneumonia detection from x-ray images using TensorFlow, Keras, and a good amount of prayers to the cooking gods.

A neural network that analyses an x-ray of a person's lungs and can identify with 75-85% accuracy whether they have COVID-19, pneumonia, or are healthy (or are asymptomatic)

Utilizing the power of Convolutional Neural Networks to create an accurate classification of Pneumonia from Lung X-rays.

Modelo para detecção de pneumonia em imagens de radiografia de tórax.

ConvNet with transfer Learning (EfficientNet) to classify X-rays as presenting Pneumonia or not. Using the NIH Dataset.

An image classification project using Convolutional Neural Networks to detect pneumonia in chest X-rays.

Pneumonia is an infectious disease of the lungs that mainly affects the pulmonary vasculature and causes the oxygen not to pass into the blood. Symptoms usually include a combination of cough, chest pain, high fever and difficulty breathing. Pneumonia is most often caused by a bacterial or viral infection and sometimes by autoimmune diseases. Di…

Projeto final da disciplina "Visão Computacional" do MBA Artificial Intelligence & Machine Learning - FIAP

This project is done as part of the Machine Learning subject in our curriculum.

Convolutional Neural Network for Pneumonia and Covid-19 Detection in Chest X-Ray Images.

This project aims to study a public dataset on pneumonia detection based on a binary classification problem. I will perform a preprocessing phase, create a deep learning model from scratch, evaluate it with a transfer learning technique and complete this study with a grad cam integration.

A deep residual network implementing separable convolution to diagnose Pneumonia from CXR images.

An ensemble model for pneumonia detection that achieves 95.51% accuracy and 96.44 % F1 score on the ChestXRay17 dataset.

Detect Pneumonia from chest X-ray images

Projeto de machine learning para predição óbitos de pacientes internados por pneumonia.

MDPD - Microbiome Database of Pulmonary Diseases

实时抓取丁香园以及tg的肺炎疫情数据，并发送邮件提醒

Computer Vision with PyTorch for Medical Image Analysis

Diagnosing pneumonia with transfer learning

A Deep learning model to predict Pneumonia and determine the location on the Chest X-Ray image