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: Albert-László Barábasi: Innovator in Network Medicine
Introduction
Albert-László Barábasi is a prominent inventor based in Brookline, MA (US). He is known for his groundbreaking work in network medicine, particularly in the field of drug repurposing. His innovative approach combines various computational methods to enhance the understanding of disease treatment.
Latest Patents
Barábasi holds a patent for a "Network medicine framework for identifying drug repurposing opportunities." This patent outlines methods and systems for generating drug repurposing predictions for diseases caused by pathogens. The multi-modal system includes a protein-protein interaction network (PPI), a graph neural network (GNN), a diffusion module, a proximity module, and an aggregation module. The GNN predicts new edges between candidate drug nodes and disease nodes, producing a decoded embedding space. The diffusion module determines proximity distances for pairs of nodes in the PPI, while the proximity module assesses distances between pathogen-protein and drug-protein nodes. Ultimately, the aggregation module generates a ranked list of candidate drugs predicted to be effective in treating the disease.
Career Highlights
Barábasi has made significant contributions to the field of network science and medicine. He has worked at Northeastern University, where he has been involved in various research initiatives. Additionally, he has collaborated with Scipher Medicine Corporation, furthering his impact on drug discovery and repurposing.
Collaborations
Some of Barábasi's notable coworkers include Deisy Morselli Gysi and Italo Faria Do Valle. Their collaborative efforts have contributed to advancements in understanding complex biological systems and drug interactions.
Conclusion
Albert-László Barábasi is a key figure in the realm of network medicine, with a focus on innovative approaches to drug repurposing. His contributions through patents and collaborations continue to shape the future of medical research and treatment strategies.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile