hugo-site on Saulo Gil https://saulogil.netlify.app/tags/hugo-site/ Recent content in hugo-site on Saulo Gil Hugo -- gohugo.io pt Thu, 11 Jul 2024 00:00:00 +0000 Deep Learning - A simple CNN to predict Handwritten Digits https://saulogil.netlify.app/project/2024-07-11-mnist/ Thu, 11 Jul 2024 00:00:00 +0000 https://saulogil.netlify.app/project/2024-07-11-mnist/ đź“’ What is MNIST datasetâť“ Introduced by Yann LeCun and colleagues in the 1990s, the MNIST dataset has played a significant role in the development and evaluation of new algorithms in the field of machine learning and deep learning. The MNIST dataset (Modified National Institute of Standards and Technology dataset) consists of a large database of handwritten digits. Here are some key points about the MNIST dataset: Content: It contains 60,000 training images and 10,000 testing images of handwritten digits (0-9). Using Random Forest to Predict Heart Disease https://saulogil.netlify.app/project/2022-04-27-previs%C3%A3o-de-insufici%C3%AAncia-card%C3%ADaca/ Tue, 06 Feb 2024 00:00:00 +0000 https://saulogil.netlify.app/project/2022-04-27-previs%C3%A3o-de-insufici%C3%AAncia-card%C3%ADaca/ Introduction Heart disease, also known as cardiovascular disease (CVDs), encompasses a range of conditions that affect the heart and blood vessels. It is the leading cause of death globally. It consists to a group of disorders that affect the heart and blood vessels such as coronary artery disease, stroke, peripheral artery disease, hypertension and, heart failure. It is noteworthy that CVDs are the number 1 cause of death globally, taking an estimated 17. Using XGboost to Predict Dyspnea in COVID-19 Survivors https://saulogil.netlify.app/project/2022-04-27-previsao-de-dispneia/ Sat, 06 Jan 2024 00:00:00 +0000 https://saulogil.netlify.app/project/2022-04-27-previsao-de-dispneia/ Introduction Dyspnea is a medical term that refers to the sensation of shortness of breath or difficulty breathing. It is a common symptom of heart and lung diseases, such as asthma, pneumonia, and chronic obstructive pulmonary disease (COPD). In the context of COVID-19, dyspnea is one of the most common symptoms experienced by infected individuals, but it remains even after acute COVID-19 is solved. According to a study published in BMC Pulmonary Medicine, 45% of COVID-19 pneumonia survivors admitted to the hospital experience dyspnea even after 1 year from hospital discharge.