Advancing Evidence-Based Medicine Through Causal Inference & Explainable AI.
Our expertise lies in developing multi modal artificial intelligence frameworks that advance precision medicine by combining causal inference with explainable deep learning methods to support evidence-based clinical decision making.
Comprehensive overview of our specialized services in causal inference and explainable AI methods
Evaluation in precision medicine involving comprehensive assessment across multiple dimensions including predictive accuracy, clinical utility, and real-world effectiveness
We are experts in deploying Machine Learning for Survival analysis to analyze time-to-event data, such as time until death, disease progression, treatment response, or adverse events in clinical studies. The Kaplan-Meier curve is the most commonly used non-parametric approach that estimates the probability of survival over time, accounting for censored observations
Integration of Clinician validated Clinical Decision Support Systems in oncology precision medicine
Prefer a short presentation? We can prepare a 5–7 minute slide demo tailored to your clinical team.
Strategic Clinical Development & Portfolio Advisory services assist biopharma companies in making informed investment decisions by evaluating scientific validity, market potential, and optimizing portfolio strategies through AI-powered insights
Strategic regulatory pathway analysis, health authority engagement, dossier preparation, global submissions, site activation acceleration, and lifecycle change management.
Providing protocol and endpoint consulting, medical monitoring, KOL/SAB engagement, scientific narrative development, publication strategy, and compliant medical communications.
A practical deep dive into the technical frameworks and methods we use to build robust, explainable causal AI for healthcare.
AI-powered precision oncology treatment recommendations.
A comprehensive Clinical Decision Support System (CDSS) that integrates artificial intelligence with multimodal oncology data to deliver evidence-based, personalized treatment recommendations at the point of care. The platform pulls information from the genetic, demographics, clinical, treatment and laboratory results through advanced machine learning algorithms to support clinical decision-making.
We specialise in causal inference and explainable AI for clinical and research settings.
Advance evidence-based decision-making by combining rigorous causal inference with transparent, interpretable AI. We translate statistical theory into practical tools that clinicians and researchers can trust.
Treatment effect estimation, confounding control, and causal discovery tailored to healthcare applications.
Interpretable models and transparent decision systems that support clinician trust.
Novel algorithm development, theoretical foundations and reproducible implementation.
Clinical decision support, evidence synthesis and deployment in care settings.
Cross-disciplinary partnerships for translational research and publications.
We prioritise statistical validity and theoretical soundness in every project.
Methods are developed with real-world constraints and end-user workflows in mind.
Open science practices, model cards and reproducible pipelines.
Fostering interdisciplinary teams to translate methods into practice.
Training the next generation of researchers with hands-on workshops and materials.
Connect with us to explore collaboration opportunities and tailored studies.
Meet the professionals driving innovation at the intersection of healthcare and artificial intelligence
AI-Augmented Precision Medicine & Integrated Evidence
Pharmacologist| AI Scientist/Machine Learning Engineer| Clinical Trials Development Advanced Methods | IEGP| Translational bioinformatics | Adaptive design | Innovative data analytics | Regulatory Affairs| Clinical Ops
Clinical Translation Officer
UK-trained surgeon with pioneering work in vascular services and hybrid operating rooms. Clinical validator for multi-modal AI models.
Clinical Innovation - Haemato Oncology Precision Medicine
Specializes in leukemia treatment and stem cell transplants. PhD research on Myelodysplastic syndromes with passion for AI in clinical medicine.
Partner with evexai to accelerate trials, enhance data quality, and meet regulatory expectations with confidence.