Ali Ben Mrad
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View article: Diet’s impact on gut microbial assemblage in health and disease
Diet’s impact on gut microbial assemblage in health and disease Open
The gut microbiome has been linked to everything from human behavior to athletic performance to disease pathogenesis. And yet, few universal truths have emerged regarding how the microbiome exerts its effects or responds to the host enviro…
View article: MoxE: Mixture of xLSTM Experts with Entropy-Aware Routing for Efficient Language Modeling
MoxE: Mixture of xLSTM Experts with Entropy-Aware Routing for Efficient Language Modeling Open
This paper introduces MoxE, a novel architecture that synergistically combines the Extended Long Short-Term Memory (xLSTM) with the Mixture of Experts (MoE) framework to address critical scalability and efficiency challenges in large langu…
View article: Gut mycobiome and neuropsychiatric disorders: insights and therapeutic potential
Gut mycobiome and neuropsychiatric disorders: insights and therapeutic potential Open
Background The human gut mycobiome, a minor but integral component of the gut microbiome, has emerged as a significant player in host homeostasis and disease development. While bacteria have traditionally been the focus of gut microbiome s…
View article: CSIG-05. IS THERE ANY BRAIN TUMOR PREDISPOSITION IN RELATED PALLISTER-HALL SYNDROMES AT THE NEW GENOMICS ERA
CSIG-05. IS THERE ANY BRAIN TUMOR PREDISPOSITION IN RELATED PALLISTER-HALL SYNDROMES AT THE NEW GENOMICS ERA Open
Pallister-Hall Syndrome (PHS) and its related syndromes are a spectrum of congenital malformations. They are associated to GLI3 mutations and specific brain tumors. Considered as lethal, it is now well established that this disease may be …
View article: Intelligent attribution modeling for enhanced digital marketing performance
Intelligent attribution modeling for enhanced digital marketing performance Open
Analyzing the effectiveness of digital marketing campaigns can be challenging due to the large number of customer interactions across various online channels. Attribution modeling is a widely used method for evaluating the performance of d…
View article: Obsolete Personal Information Update System for the Prevention of Falls among Elderly Patients
Obsolete Personal Information Update System for the Prevention of Falls among Elderly Patients Open
Falls are a common problem affecting the older adults and a major public health issue. Centers for Disease Control and Prevention, and World Health Organization report that one in three adults over the age of 65 and half of the adults over…
View article: Interventions Recommendation System for Preventing future Falls in Older Adults
Interventions Recommendation System for Preventing future Falls in Older Adults Open
Falls are prevalent in the elderly population and there is an urgent need for public health strategies to decrease their incidence and identify those who are at risk. Physicians are increasingly confronted by critical and serious situation…
View article: Probabilistic causal model for the detection of obsolete personal information to prevent falls in the elderly
Probabilistic causal model for the detection of obsolete personal information to prevent falls in the elderly Open
The information describing a person is constantly evolving and may become obsolete and contradict other information. A personal database, therefore, must be consistently updated upon the acquisition of new valid observations that contradic…
View article: From information to evidence in a Bayesian network
From information to evidence in a Bayesian network Open
Evidence in a Bayesian network comes from information based on the observation of one or more variables. A review of the terminology leads to the assessment that two main types of non-deterministic evidence have been defined, namely likeli…