Luis M. Rocha

@lmrocha
6 Followers
117 Following
3 Posts
Post-identity earthling working on complex systems, networks, biomedicine, AI, evolution. Music, politics, DJ as E-Trash. E se mais mundo houvera, lá chegara.
linktr.ee/LMRocha (LinkTree)
Luis M. RochaApr 4, 2025
Very happy for the invitation to present our MyAura project (summary paper below) to the #ClinicalInformationSystems Working Group at the American Medical Informatics Association (@amiainformatics.bsky.social ), Friday, April 4, noon EST. #BiomedicalInformatics #NetworkMedicine #KnowledgeGraphs #NetworkScience
https://academic.oup.com/jamia/advance-article/doi/10.1093/jamia/ocaf012/7994402
Luis M. RochaApr 2, 2025
Updated 5th chapter of the "Evolutionary Systems" lecture notes. #ExperimentalScience #Theory #TheoreticalBiology #ArtificalLife
https://casci.binghamton.edu/academics/i-bic/lec05.php
ISE483/SSIE583: 5 - Reality is Stranger than Fiction - Luis M. Rocha

Luis M. RochaJan 17, 2025

It was a pleasure to contribute to this paper on the very timely concept of #DigitalTwins for #Medicine especially focusing on what #ComplexSystems brings to current #AI and #MachineLearning on this Domain. Thank you @manlius for pushing us to do this!

https://www.nature.com/articles/s41746-024-01402-3

Challenges and opportunities for digital twins in precision medicine from a complex systems perspective - npj Digital Medicine

Digital twins (DTs) in precision medicine are increasingly viable, propelled by extensive data collection and advancements in artificial intelligence (AI), alongside traditional biomedical methodologies. We argue that including mechanistic simulations that produce behavior based on explicitly defined biological hypotheses and multiscale mechanisms is beneficial. It enables the exploration of diverse therapeutic strategies and supports dynamic clinical decision-making through insights from network science, quantitative biology, and digital medicine.

Nature