Madai, Vince I.

Explainability for artificial intelligence in healthcare: a multidisciplinary perspective

the Precise4Q consortium, Amann, J., Blasimme, A., Vayena, E., Frey, D., & Madai, V. I. (2020) · BMC Medical Informatics and Decision Making

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 2,203

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Vasey, B., Nagendran, M., Campbell, B., Clifton, D. A., Collins, G. S., Denaxas, S., Denniston, A. K., Faes, L., Geerts, B., Ibrahim, M., et al. (2022) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 1,039

To explain or not to explain?—Artificial intelligence explainability in clinical decision support systems

Amann, J., Vetter, D., Blomberg, S. N., Christensen, H. C., Coffee, M., Gerke, S., Gilbert, T. K., Hagendorff, T., Holm, S., Livne, M., et al. (2022) · PLOS Digital Health

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 251

Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome

Zihni, E., Madai, V. I., Livne, M., Galinovic, I., Khalil, A. A., Fiebach, J. B., & Frey, D. (2020) · PLOS ONE

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare

Cited by 187

From Bit to Bedside: A Practical Framework for Artificial Intelligence Product Development in Healthcare

Higgins, D., & Madai, V. I. (2020) · Advanced Intelligent Systems

Artificial Intelligence in Healthcare and EducationArtificial Intelligence Applications

Cited by 118

Artificial Intelligence for Clinical Decision Support in Acute Ischemic Stroke: A Systematic Review

Akay, E. M. Z., Hilbert, A., Carlisle, B. G., Madai, V. I., Mutke, M. A., & Frey, D. (2023) · Stroke

Acute Ischemic Stroke ManagementArtificial Intelligence in Healthcare and Education

Cited by 77

A glutamatergic projection from the lateral hypothalamus targets VTA-projecting neurons in the lateral habenula of the rat

Poller, W. C., Madai, V. I., Bernard, R., Laube, G., & Veh, R. W. (2013) · Brain Research

Neurotransmitter Receptor Influence on BehaviorNeuroscience and Neuropharmacology Research

Cited by 77

External validation of AI-based scoring systems in the ICU: a systematic review and meta-analysis

Rockenschaub, P., Akay, E. M., Carlisle, B. G., Hilbert, A., Wendland, J., Meyer-Eschenbach, F., Näher, A.-F., Frey, D., & Madai, V. I. (2025) · BMC Medical Informatics and Decision Making

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 58

The choice of embedding media affects image quality, tissue R2*, and susceptibility behaviors in post‐mortem brain MR microscopy at 7.0T

Dusek, P., Madai, V. I., Huelnhagen, T., Bahn, E., Matej, R., Sobesky, J., Niendorf, T., Acosta‐Cabronero, J., & Wuerfel, J. (2019) · Magnetic Resonance in Medicine

Advanced MRI Techniques and ApplicationsAdvanced Neuroimaging Techniques and Applications

Cited by 22