Publications.

Poster: Novel Biomarker Analysis using Higher Order Feature Extraction: A case study using COVID-19 reveals differential protein expression patterns from disease onset to recovery.

July 13, 2024 │ Montreal, Canada │ Publication

White Paper: Signature Profiles were Significantly Associated with Drug Response in Breast Cancer Patients.

June 13, 2024 │ Montreal, Canada │ Publication

Events.

  • Invited Speaker - Nardin Nakhla: AI Pharma Korea Conference 2024, Seoul, South Korea. Presentation Title: Can we reliably predict target efficacy and patients' response?

  • Invited Speaker - Armstrong Murira: The 27th Canadian Connective Tissue Conference, June 2023, Toronto, Canada. Presentation Title: Unraveling PRP Mechanisms of Action: Integrating Proteomics, Metabolomics, and Lipidomics using Causal Inference and Deep Graph Neural Networks.

AAPS PharmSci

Publication: Higher-Order Biomarkers Through Network Motif Mining: A COVID-19 Case Study

March 2, 2025 │ Montreal, Canada │ Publication

Poster: Deciphering Response Patterns to AKT Inhibitor MK2206 in Breast Cancer Patients: Unveiling Signature Profiles.

October 21, 2024 │ Salt Lake City, USA │ Publication