Zobrazeno 1 - 10
of 257
pro vyhledávání: '"Rocha, Luis M."'
Autor:
De Domenico, Manlio, Allegri, Luca, Caldarelli, Guido, d'Andrea, Valeria, Di Camillo, Barbara, Rocha, Luis M., Rozum, Jordan, Sbarbati, Riccardo, Zambelli, Francesco
The adoption of digital twins (DTs) in precision medicine is increasingly viable, propelled by extensive data collection and advancements in artificial intelligence (AI), alongside traditional biomedical methodologies. However, the reliance on black-
Externí odkaz:
http://arxiv.org/abs/2405.09649
Autor:
Min, Aehong, Wang, Xuan, Correia, Rion Brattig, Rozum, Jordan, Miller, Wendy R., Rocha, Luis M.
We used a dictionary built from biomedical terminology extracted from various sources such as DrugBank, MedDRA, MedlinePlus, TCMGeneDIT, to tag more than 8 million Instagram posts by users who have mentioned an epilepsy-relevant drug at least once, b
Externí odkaz:
http://arxiv.org/abs/2405.08784
The biomolecular networks underpinning cell function exhibit canalization, or the buffering of fluctuations required to function in a noisy environment. One understudied putative mechanism for canalization is the functional equivalence of a biomolecu
Externí odkaz:
http://arxiv.org/abs/2405.07123
The abundance of social media data allows researchers to construct large digital cohorts to study the interplay between human behavior and medical treatment. Identifying the users most relevant to a specific health problem is, however, a challenge in
Externí odkaz:
http://arxiv.org/abs/2405.07072
Autor:
Correia, Rion Brattig, Rozum, Jordan C., Cross, Leonard, Felag, Jack, Gallant, Michael, Guo, Ziqi, Herr II, Bruce W., Min, Aehong, Rocha, Deborah Stungis, Wang, Xuan, Börner, Katy, Miller, Wendy, Rocha, Luis M.
Objective: We report the development of the patient-centered myAURA application and suite of methods designed to aid epilepsy patients, caregivers, and researchers in making decisions about care and self-management. Materials and Methods: myAURA rest
Externí odkaz:
http://arxiv.org/abs/2405.05229
Autor:
Rozum, Jordan C, Rocha, Luis M
Minimum spanning trees and forests are powerful sparsification techniques that remove cycles from weighted graphs to minimize total edge weight while preserving node connectivity. They have applications in computer science, network science, and graph
Externí odkaz:
http://arxiv.org/abs/2403.12705
Autor:
Parmer, Thomas, Rocha, Luis M.
Given the large size and complexity of most biochemical regulation and signaling networks, there is a non-trivial relationship between the micro-level logic of component interactions and the observed macro-dynamics. Here we address this issue by form
Externí odkaz:
http://arxiv.org/abs/2303.16361
In weighted graphs the shortest path between two nodes is often reached through an indirect path, out of all possible connections, leading to structural redundancies which play key roles in the dynamics and evolution of complex networks. We have prev
Externí odkaz:
http://arxiv.org/abs/2209.01181
Sudden Unexpected Death in Epilepsy (SUDEP) remains a leading cause of death in people with epilepsy. Despite the constant risk for patients and bereavement to family members, to date the physiological mechanisms of SUDEP remain unknown. Here we expl
Externí odkaz:
http://arxiv.org/abs/2201.07552
Autor:
Rocha, Luis M.
A recent article by Weidner et al. [2021] presents a method to extract graph properties that are predictive of the dynamical behavior of multivariate, discrete models of biochemical regulation. In other words, a method that uses only features from th
Externí odkaz:
http://arxiv.org/abs/2110.10821