This inventor holds 1 USPTO granted patent. Top assignees: Harvard College, Northeastern University, Scipher Medicine Corporation. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
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Years Active: 2026
Title: Marinka Zitnik and Network Medicine Innovation.
Introduction
Marinka Zitnik is an inventor based in Boston, Massachusetts. His work includes a patented computational framework for identifying potential drug-repurposing opportunities, including treatments for diseases caused by pathogens.
Latest Patents
Zitnik is associated with 1 patent, titled “Network Medicine Framework for Identifying Drug Repurposing Opportunities.” The patent describes methods and systems that combine a protein-protein interaction network with graph neural networks and other computational modules. These components assess relationships between pathogen proteins and drug proteins, estimate proximity between relevant nodes, and generate a ranked list of candidate drugs predicted to be effective against a disease.
Career Highlights
Zitnik’s professional affiliations include Northeastern University and Scipher Medicine Corporation. His patent reflects the application of network medicine and machine learning to drug discovery and repurposing.
Collaborations
His listed coworkers include Deisy Morselli Gysi and Albert-László Barabási. Their shared research context connects computational approaches with the study of biological networks and potential therapeutic applications.
Conclusion
Marinka Zitnik’s patented framework brings together network analysis and machine learning to help identify candidate drugs for diseases, illustrating how computational innovation can support therapeutic research.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile