Esmaeil Shakeri Hossein Abad

Publications

• Artificial intelligence in healthcare and drug discovery: A scoping review of current trends, challenges, and future directions. Esmaeil Shakeri & Behrouz Far. Intelligence-Based Medicine. (2026)
• Accelerating Drug Discovery with Deep Reinforcement Learning: Molecular Generation Using Deep Q-Network. Esmaeil Shakeri & Behrouz Far. IEEE. (2025)
• Advancing Pneumonia Classification and Detection: Comparative Analysis of Deep Learning Models Using Convolutional Neural Networks. Esmaeil Shakeri & Behrouz Far. IEEE. (2024)
• Explaining Eye Diseases Detected by Machine Learning Using SHAP: A Case Study of Diabetic Retinopathy and Choroidal Nevus. Esmaeil Shakeri, Trafford Crump, Ezekiel Weis, Emad Mohammed, Roberto Souza & Behrouz Far . SN Computer Science. (2023)
• Deep learning-based detection and classification of uveal melanoma using convolutional neural networks and shap analysis. Esmaeil Shakeri & Behrouz Far. IEEE. (2023)
• Using SHAP Analysis to Detect Areas Contributing to Diabetic Retinopathy Detection. Esmaeil Shakeri, Trafford Crump, Ezekiel Weis, Roberto Souza & Behrouz Far. IEEE. (2022)
• Exploring Features Contributing to the Early Prediction of Sepsis Using Machine Learning. Esmaeil Shakeri, Emad A Mohammed, Zahra Shakeri HA & Behrouz Far. IEEE EMBC. 2472-2475. (2021)
• Exploring the requirements of pandemic awareness systems: a case study of COVID-19 using social media data. Esmaeil Shakeri & Behrouz Far. ACM. (2020)