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20232026
most citedBayesian inference and role of astrocytes in amyloid-beta dynamics with modelling of Alzheimer's disease using clinical data

2 citations · 5 across the 13 of their papers we have counts for

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5 papers · 1 filter

q-bio.PE2023

The Role of Soil Surface in a Sustainable Semiarid Ecosystem

Swadesh Pal, Malay Banerjee, Roderick Melnik

Patterns in a semiarid ecosystem are important because they directly and indirectly affect ecological processes, biodiversity, and ecosystem resilience. Understanding the causes an…

q-bio.PE2023

Analysis of the impact of fear in the presence of additional food and prey refuge with nonlocal predator-prey models

Sangeeta Saha, Swadesh Pal, Roderick Melnik

There are many positive and negative factors present in the predator-prey interaction which affect the net growth of the species. Fear of predation is one such factor that creates…

physics.soc-ph2023

Social human collective decision-making and its applications with brain network models

Thoa Thieu, Roderick Melnik

In this chapter, we consider probabilistic drift-diffusion models and Bayesian inference frameworks to address this issue, assisting better social human decision-making. We provide…

q-bio.NC2023★ 2 cited

Bayesian inference and role of astrocytes in amyloid-beta dynamics with modelling of Alzheimer's disease using clinical data

Hina Shaheen, Roderick Melnik, The Alzheimer's Disease Neuroimaging Initiative

Alzheimer's disease (AD) is a prominent, worldwide, age-related neurodegenerative disease that currently has no systemic treatment. Strong evidence suggests that permeable amyloid-…

q-bio.NC2023

Data-driven Stochastic Model for Quantifying the Interplay Between Amyloid-beta and Calcium Levels in Alzheimer's Disease

Hina Shaheen, Roderick Melnik, Sundeep Singh

The abnormal aggregation of extracellular amyloid- (Aβ) in senile plaques resulting in calcium (Ca^{+2}) dyshomeostasis is one of the primary symptoms of Alzheimer's disease (AD…