I'm a computer vision research assistant, YouTuber and online content creator. Founder of: https://pycad.co/

AI for Healthcare Imaging

Keywords: Python, Monai, PyTorch, 3D U-Net, CT scans

Image by the author

The original blog post on my website is .

Abstract

In this short article, I will discuss the most common issues that you may encounter while using Monai. Because I discovered that sometimes you won’t be able to identify where the errors come from because you won’t be able to find…

AI for Healthcare Imaging

Keywords: Python, Monai, PyTorch, Kaggle, Decathlon Dataset

Image by the author

The original blog post on my website is .

Abstract

One of the most significant aspects of the liver segmentation process is this part of the series. We will discuss the following topics:

  • How to find and download the dataset.
  • How to prepare the data after downloading it (before the preprocess).

AI for Healthcare Imaging

Keywords: Python, Monai, PyTorch, 3D U-Net, CT scans

Image by the author

The original blog post in my website is here.

Abstract

Deep learning is an important machine learning technique that helps computers identify objects in images. Medical images are used in diagnosis and treatment of diseases, injuries, and congenital abnormalities.

Deep learning can be used to detect diseases like cancer by finding…

Machine Learning PhD

My New Update

The original article on my website is .

My picture :)

Who I am?

My name is Mohammed El Amine MOKHTARI, and I am from Algeria. I am currently residing in France. I recently completed my master’s degree in computer vision and work as an online content creator.

In this article, I’ll tell you a little…

ARTIFICIAL INTELLIGENCE

Machine Learning Tutorials

The original article on my website is .

Photo by engin akyurt on Unsplash

Abstract

As one of the most popular machine learning algorithms, backpropagation is used everywhere. It is used for solving a variety of problems that are related to classification, regression, clustering, linear regression, ranking, and more.

Backpropagation is a technique that helps in training…

ARTIFICIAL INTELLIGENCE

The Use of Optimizers in Machine Learning

The original article is on my website .

Photo by Crissy Jarvis on Unsplash

Abstract

Optimizers are a group of tools that can be used to train a machine learning model. They use the same principles as gradient descent to find a locally optimal point in terms of a loss function.

The use of optimizers in machine…

ARTIFICIAL INTELLIGENCE

Loss Function in Machine Learning & What is the Difference Between Binary and Softmax Loss Functions

The original article on my website is .

Photo by Roman Mager on Unsplash

Abstract

Machine learning algorithms are often constructed to minimize the function of the loss function. The loss function is calculated by finding an error or cost which usually ranges in value between 0 and 1.

A binary loss function is the simplest form…

Mohammed El Amine Mokhtari

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