Deep Learning with Yacine on MSN

Deep neural network from scratch in Python – fully connected feedforward tutorial

Learn how to build a fully connected, feedforward deep neural network from scratch in Python! This tutorial covers the theory, forward propagation, backpropagation, and coding step by step for a hands ...
IEEE

GSFormer: A Gated Skip Connection and Feature Fusion Transformer-based Neural Network for 3D MRI Brain Tumor Segmentation

Abstract: How can local and global features be comprehensively considered to optimize dense prediction tasks, like medical image segmentation? To overcome this problem, this study showed an ...
GitHub

Simple Neural Network Models

This project contains implementations of simple neural network models, including training scripts for PyTorch and Lightning frameworks. The goal is to provide a modular, easy-to-understand codebase ...
IEEE

Lung Nodule Detection in Low-Dose Chest CT Scan Images Using 3D Residual Convolutional Neural Network Architectures

Abstract: This work presents a high-accuracy 3D Residual Convolutional Neural Network (3D-ResCNN) model for lung nodule detection from low-dose chest CT (LDCT) scans, with volumetric residual learning ...