Speaker Profile
Ph.D., CEO & Founder, Data4Cure
Biography
Janusz Dutkowski is Founder and CEO of Data4Cure, Inc. a company focused on combining systems biology, machine learning and AI to facilitate continuous translation of biomedical data to knowledge. His background is in mathematics and computer science and he has been working at the intersection of mathematics, computer science and biology to develop new data driven technologies to advance the discovery of new biomarkers and precision based therapies. His research contributions include the development of methods for multiscale analysis of molecular networks and integrative methods for biomarker discovery from multidimensional data. He has co authored over 20 research papers published in scientific journals including Nature Biotechnology, Science and Cell.
Session Abstract – PMWC 2025 Silicon Valley
Track 2
Track Chair: Janusz Dutkowski, Data4Cure
Session: Knowledge Graphs, LLMs & Foundation Models for Enhanced Drug Development
This session will discuss how AI can combine different types of data to improve drug development. Case-studies will span a range of AI technologies (including LLMs and foundation models for omics data, generative AI approaches and knowledge graphs) and their applications from early stage R&D to clinical trials. We will showcase examples of successful projects and collaborations that are making an impact across drug discovery and development pipelines.
Session Abstract – PMWC 2025 Silicon Valley
Track Chair:
Gad Getz, Broad Institute
- PMWC 2025 Luminary Award
Luminary Honoree: Jensen Huang, Nvidia
- Continued Jensen Huang, Nvidia
- Predictive Modeling for Drug Development
- Luca Emili, InSilicoTrials
- Knowledge Graphs, LLMs & Foundation Models for Enhanced Drug Development
- Janusz Dutkowski, Data4Cure
- Paul Rejto, Pfizer
- PMWC Showcase
- Peter Ellman, Certis Oncology
- Beyond LLMs: Harnessing Advanced AI Models for Genomics and Transcriptomics (PANEL)
Chair: Gad Getz, Broad Institute
- Yasin Şenbabaoğlu, CZ Biohub San Francisco
- Orly Alter, PrismAI
- Nicolo Fusi, Microsoft - Empowering AI in Precision Medicine with Federated Data Platforms
- Noah Nasser, Datma
- Advancing Global Health through Data Sharing: Practical Strategies and Success Stories (PANEL)
Chair: Luca Foschinii, Sage Bionetworks
- Peter Goodhand, GA4GH
- Karen Miga, UCSC
- Philip Awadalla, Ontario Institute for Cancer Research
- Driving Drug Discovery With Low-cost Foundational Omics Datasets
- Gilad Almogy, Ultima Genomics
- Johnny Yu, Vevo Therapeutics
- Stacie Calad-Thomson, NVDIA - Enabling Targeted Precision Drug & Gene Delivery with Predictive AI
- Andre Watson, Ligandal Inc.
- Quantum Leap: The Future of AI and Machine Learning with Quantum Computing
- Matthias Troyer, Microsoft
