237 citations · 239 across the 8 of their papers we have counts for
8 papers
Learning to Control Dynamical Agents via Spiking Neural Networks and Metropolis-Hastings Sampling
Ali Safa, Farida Mohsen, Ali Al-Zawqari
Spiking Neural Networks (SNNs) offer biologically inspired, energy-efficient alternatives to traditional Deep Neural Networks (DNNs) for real-time control systems. However, their t…
Deep Fusion of Ultra-Low-Resolution Thermal Camera and Gyroscope Data for Lighting-Robust and Compute-Efficient Rotational Odometry
Farida Mohsen, Ali Safa
Accurate rotational odometry is crucial for autonomous robotic systems, particularly for small, power-constrained platforms such as drones and mobile robots. This study introduces…
Integrating Non-Linear Radon Transformation for Diabetic Retinopathy Grading
Farida Mohsen, Samir Belhaouari, Zubair Shah
Diabetic retinopathy is a serious ocular complication that poses a significant threat to patients' vision and overall health. Early detection and accurate grading are essential to…
Improving Early Prediction of Type 2 Diabetes Mellitus with ECG-DiaNet: A Multimodal Neural Network Leveraging Electrocardiogram and Clinical Risk Factors
Farida Mohsen, Zubair Shah
Type 2 Diabetes Mellitus (T2DM) remains a global health challenge, underscoring the need for early and accurate risk prediction. This study presents ECG-DiaNet, a multimodal deep l…
Potentials of ChatGPT for Annotating Vaccine Related Tweets
Md. Rafiul Biswas, Farida Mohsen, Zubair Shah +1
This study evaluates ChatGPT's performance in annotating vaccine-related Arabic tweets by comparing its annotations with human annotations. A dataset of 2,100 tweets representing v…
Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review
Hazrat Ali, Farida Mohsen, Zubair Shah
Vision transformer-based methods are advancing the field of medical artificial intelligence and cancer imaging, including lung cancer applications. Recently, many researchers have…
Artificial Intelligence-Based Methods for Precision Medicine: Diabetes Risk Prediction
Farida Mohsen, Hamada R. H. Al-Absi, Noha A. Yousri +2
The rising prevalence of type 2 diabetes mellitus (T2DM) necessitates the development of predictive models for T2DM risk assessment. Artificial intelligence (AI) models are being e…
Artificial Intelligence-Based Methods for Fusion of Electronic Health Records and Imaging Data
Farida Mohsen, Hazrat Ali, Nady El Hajj +1
Healthcare data are inherently multimodal, including electronic health records (EHR), medical images, and multi-omics data. Combining these multimodal data sources contributes to a…