| 2026 | COMPSAC | Fairness Definitions and Metrics in Deep Reinforcement Learning for Drug Discovery in Healthcare: A Rapid Evidence Review. | Esmaeil Shakeri, Ronnie de Souza Santos, Behrouz H. Far |
| 2025 | IRI | Accelerating Drug Discovery with Deep Reinforcement Learning: Molecular Generation Using Deep Q-Network. | Esmaeil Shakeri, Behrouz H. Far |
| 2024 | FlAIRS | Fluid Path Detection Model for Lab on a Chip Images Using Deep Learning-Based Segmentation Approach. | Mahmood Khalghollah, Esmaeil Shakeri, Azam Zare, Behrouz H. Far, Amir Sanati-Nezhad |
| 2023 | IRI | Deep Learning-Based Detection and Classification of Uveal Melanoma Using Convolutional Neural Networks and SHAP Analysis. | Esmaeil Shakeri, Emad Mohammed, Trafford Crump, Ezekiel Weis, Carol L. Shields, Sandor R. Ferenczy, Behrouz H. Far |
| 2022 | IRI | Using SHAP Analysis to Detect Areas Contributing to Diabetic Retinopathy Detection. | Esmaeil Shakeri, Trafford Crump, Ezekiel Weis, Roberto Souza, Behrouz Homayoun Far |
| 2022 | IRI | COVID-19 Vaccine Infodemiology using Unsupervised Natural Language Processing. | Esmaeil Shakeri, Anja Slama, Roberto Souza, Behrouz Homayoun Far |
| 2021 | IRI | Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method. | Emad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far |