Envisioning gamification in anesthesia, pain management, and critical care: basic principles, integration of artificial intelligence, and simulation strategies
M Cascella, A Cascella, F Monaco… - Journal of Anesthesia …, 2023 - Springer
Unlike traditional video games developed solely for entertainment purposes, game-based
learning employs intentionally crafted approaches that seamlessly merge entertainment and …
learning employs intentionally crafted approaches that seamlessly merge entertainment and …
[HTML][HTML] Network-based approaches for modeling disease regulation and progression
Molecular interaction networks lay the foundation for studying how biological functions are
controlled by the complex interplay of genes and proteins. Investigating perturbed processes …
controlled by the complex interplay of genes and proteins. Investigating perturbed processes …
Large-scale computational modelling of the M1 and M2 synovial macrophages in rheumatoid arthritis
Macrophages play an essential role in rheumatoid arthritis. Depending on their phenotype
(M1 or M2), they can play a role in the initiation or resolution of inflammation. The M1/M2 …
(M1 or M2), they can play a role in the initiation or resolution of inflammation. The M1/M2 …
A large-scale Boolean model of the rheumatoid arthritis fibroblast-like synoviocytes predicts drug synergies in the arthritic joint
Rheumatoid arthritis (RA) is a complex autoimmune disease with an unknown aetiology.
However, rheumatoid arthritis fibroblast-like synoviocytes (RA-FLS) play a significant role in …
However, rheumatoid arthritis fibroblast-like synoviocytes (RA-FLS) play a significant role in …
Applications of Boolean modeling to study the dynamics of a complex disease and therapeutics responses
Computational modeling has emerged as a critical tool in investigating the complex
molecular processes involved in biological systems and diseases. In this study, we apply …
molecular processes involved in biological systems and diseases. In this study, we apply …
A Strategy Utilizing Protein–Protein Interaction Hubs for the Treatment of Cancer Diseases
N Carels, D Sgariglia, MGV Junior, CR Lima… - International Journal of …, 2023 - mdpi.com
We describe a strategy for the development of a rational approach of neoplastic disease
therapy based on the demonstration that scale-free networks are susceptible to specific …
therapy based on the demonstration that scale-free networks are susceptible to specific …
A multiscale mechanistic model of human dendritic cells for in-silico investigation of immune responses and novel therapeutics discovery
Dendritic cells (DCs) are professional antigen-presenting cells (APCs) with the unique ability
to mediate inflammatory responses of the immune system. Given the critical role of DCs in …
to mediate inflammatory responses of the immune system. Given the critical role of DCs in …
[HTML][HTML] Hybrid computational modeling highlights reverse warburg effect in breast cancer-associated fibroblasts
S Aghakhani, SE Silva-Saffar, S Soliman… - Computational and …, 2023 - Elsevier
Cancer-associated fibroblasts (CAFs) are amongst the key players of the tumor
microenvironment (TME) and are involved in cancer initiation, progression, and resistance to …
microenvironment (TME) and are involved in cancer initiation, progression, and resistance to …
Boolformer: Symbolic regression of logic functions with transformers
In this work, we introduce Boolformer, the first Transformer architecture trained to perform
end-to-end symbolic regression of Boolean functions. First, we show that it can predict …
end-to-end symbolic regression of Boolean functions. First, we show that it can predict …
Boolean Networks as Predictive Models of Emergent Biological Behaviors
Interacting biological systems at all organizational levels display emergent behavior.
Modeling these systems is made challenging by the number and variety of biological …
Modeling these systems is made challenging by the number and variety of biological …