This repository contains the code accompanying the research paper "Emotion estimation from video footage with LSTM" by Samer Attrah. The project focuses on developing and evaluating an LSTM-based ...

The “gut–skin axis” has been proposed to play an important role in the development and symptoms of atopic dermatitis. Therefore, we have constructed an interpretable machine learning framework to ...

HBB2OBB is a Python tool designed to convert horizontal bounding boxes (HBBs), also known as axis-aligned bounding boxes, into oriented bounding boxes (OBBs), also referred to as rotated bounding ...

We introduce NeuroSA, a neuromorphic architecture specifically designed to ensure asymptotic convergence to the ground state of an Ising problem using a Fowler-Nordheim quantum mechanical tunneling ...

Hyperparameter tuning is a critical step in optimizing machine learning models for optimal performance. It involves selecting the best combination of hyperparameters, such as regularization strength, ...

$$\begin{aligned} \log \rho _0(x) = \log \rho _1\left( f(x)\right) + \log |\det J_f(x)|, \end{aligned}$$ $$\begin{aligned} \min _{\theta }~ \mathbb {E}_{x \sim \rho ...

Mechanical thrombectomy greatly improves stroke outcomes. Nonetheless, some patients fall short of full recovery despite good reperfusion. The purpose of this study was to develop machine learning (ML ...