Mahdi, Adam

Review of multimodal machine learning approaches in healthcare

Krones, F., Marikkar, U., Parsons, G., Szmul, A., & Mahdi, A. (2025) · Information Fusion

Machine Learning in HealthcareMultimodal Machine Learning Applications

Cited by 235

Sensitivity analysis methods in the biomedical sciences

Qian, G., & Mahdi, A. (2020) · Mathematical Biosciences

Probabilistic and Robust Engineering DesignGene Regulatory Network Analysis

Cited by 169

Measuring what Matters: Construct Validity in Large Language Model Benchmarks

Bean, A. M., Kearns, R. O., Romanou, A., Hafner, F. S., Mayne, H., Batzner, J., Foroutan Eghlidi, N., Schmitz, C., Korgul, K., Batra, H., et al. (2025) · Advances in Neural Information Processing Systems 38

Topic ModelingNatural Language Processing Techniques

Cited by 110

Estimation of HRV and SpO2 from wrist-worn commercial sensors for clinical settings

Jarchi, D., Salvi, D., Velardo, C., Mahdi, A., Tarassenko, L., & Clifton, D. A. (2018) · 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN)

Non-Invasive Vital Sign MonitoringHeart Rate Variability and Autonomic Control

Cited by 38

Can sparse autoencoders be used to decompose and interpret steering vectors?

Mayne, H., Yang, Y., & Mahdi, A. (2024) · arXiv

Explainable Artificial Intelligence (XAI)Topic Modeling

Cited by 1