José R. Villar
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View article: Small for gestational age subgroups have differential morbidity, growth, and neurodevelopment at age 2: the INTERBIO-21st Newborn Study
Small for gestational age subgroups have differential morbidity, growth, and neurodevelopment at age 2: the INTERBIO-21st Newborn Study Open
Small for gestational age comprises heterogeneous subgroups with distinct patterns of neonatal morbidity, postnatal growth, and neurodevelopmental outcomes up to age 2.
View article: Association between gestational age-specific weight gain in pregnancy and risk of adverse perinatal outcomes: a secondary analysis of the INTERBIO-21st Fetal Study
Association between gestational age-specific weight gain in pregnancy and risk of adverse perinatal outcomes: a secondary analysis of the INTERBIO-21st Fetal Study Open
Appropriate-for-age-specific GWG between the 25th and 75th centiles standards is associated with reduced adverse outcomes, highlighting the importance of tailored guidelines for optimal maternal and neonatal health.
View article: Inception networks, Data Augmentation and Transfer Learning in EEG-based photosensitivity diagnosis
Inception networks, Data Augmentation and Transfer Learning in EEG-based photosensitivity diagnosis Open
Photosensitivity refers to a neurophysiological condition in which the brain generates epileptic discharges known as Photoparoxysmal Responses (PPR) in response to light flashes.In severe cases, these PPR can lead to epileptic seizures. Th…
View article: Inception networks, data augmentation and transfer learning in EEG-based photosensitivity diagnosis
Inception networks, data augmentation and transfer learning in EEG-based photosensitivity diagnosis Open
Photosensitivity refers to a neurophysiological condition in which the brain generates epileptic discharges known as Photoparoxysmal Responses (PPR) in response to light flashes. In severe cases, these PPR can lead to epileptic seizures. T…
View article: Addressing inequities in research for early to mid-career women scientists in low- and middle-income countries: “Supporting Women in Science” programme
Addressing inequities in research for early to mid-career women scientists in low- and middle-income countries: “Supporting Women in Science” programme Open
Introduction The gender disparities and inequities faced by women in academia are widespread, especially in low- and middle-income countries (LMICs). The scholarly output of women scientists remains significantly lower than that of men due…
View article: Using Ensemble Learning for Anomaly Detection in Cyber–Physical Systems
Using Ensemble Learning for Anomaly Detection in Cyber–Physical Systems Open
The swift embrace of Industry 4.0 paradigms has led to the growing convergence of Information Technology (IT) networks and Operational Technology (OT) networks. Traditionally isolated on air-gapped and fully trusted networks, OT networks a…
View article: A hybrid methodology for anomaly detection in Cyber–Physical Systems
A hybrid methodology for anomaly detection in Cyber–Physical Systems Open
The rapid adoption of Industry 4.0 has seen Information Technology (IT) networks increasingly merged with Operational Technology (OT) networks, which have traditionally been isolated on air-gapped and fully trusted networks. This increased…
View article: Review of: "Design and Realization of a Low-Cost Smart Walking Aid for Visually Impaired and Blind People"
Review of: "Design and Realization of a Low-Cost Smart Walking Aid for Visually Impaired and Blind People" Open
Potential competing interests: No potential competing interests to declare.I do not want to sound rude, but this article reminds me of a final degree project.The idea is simple and, of course, would have some applications.However, using ul…
View article: Association of maternal prenatal copper concentration with gestational duration and preterm birth: a multicountry meta-analysis
Association of maternal prenatal copper concentration with gestational duration and preterm birth: a multicountry meta-analysis Open
Our study supports robust negative association between maternal Cu and gestational duration and positive association with risk for PTB. Cu concentration was strongly correlated with APRs and infection status suggesting its potential role i…
View article: FAS-CT: FPGA-Based Acceleration System with Continuous Training
FAS-CT: FPGA-Based Acceleration System with Continuous Training Open
This paper presents FAS-CT a novel approach to a distributed low-latency Deep Learning inference system based on a Field Programmable Gate Array (FPGA).The system incorporates continuous training capabilities based on Concept Drift Detecti…
View article: A Review of Anomaly Detection Strategies to Detect Threats to Cyber-Physical Systems
A Review of Anomaly Detection Strategies to Detect Threats to Cyber-Physical Systems Open
Cyber-Physical Systems (CPS) are integrated systems that combine software and physical components. CPS has experienced rapid growth over the past decade in fields as disparate as telemedicine, smart manufacturing, autonomous vehicles, the …
View article: Association between maternal haemoglobin concentrations and maternal and neonatal outcomes: the prospective, observational, multinational, INTERBIO-21st fetal study
Association between maternal haemoglobin concentrations and maternal and neonatal outcomes: the prospective, observational, multinational, INTERBIO-21st fetal study Open
Bill & Melinda Gates Foundation.
View article: Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses
Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses Open
Photosensitivity is a neurological disorder in which a person’s brain produces epileptic discharges, known as Photoparoxysmal Responses (PPRs), when it receives certain visual stimuli. The current standardized diagnosis process used in hos…
View article: An efficient multi-robot path planning solution using A* and coevolutionary algorithms
An efficient multi-robot path planning solution using A* and coevolutionary algorithms Open
Multi-robot path planning has evolved from research to real applications in warehouses and other domains; the knowledge on this topic is reflected in the large amount of related research published in recent years on international journals.…
View article: Comparison of classification techniques for the control of EOG-based HCIs
Comparison of classification techniques for the control of EOG-based HCIs Open
Electrooculogram (EOG) is the measurement of the biopotential generated by eye movement. These signals are crucial for people with severe motor disabilities because they rarely suffer alterations in eye movement. Therefore, the correct cla…
View article: Early Detection of Flash Floods Using Case-Based Reasoning
Early Detection of Flash Floods Using Case-Based Reasoning Open
A flash flood is the sudden increase in the water level of a basin due to an abrupt change in weather conditions. The importance of early flash flood detection is given by reducing its consequences, either in infrastructure damage or human…
View article: Towards effective detection of elderly falls with CNN-LSTM neural networks
Towards effective detection of elderly falls with CNN-LSTM neural networks Open
Fall detection is a very challenging task that has a clear impact in the autonomous living of the elderly individuals: suffering a fall with no support increases the fears of the elderly population to continue living by themselves. This st…
View article: III Early child growth and development: similarities across populations; differences across phenotypes and exposotypes
III Early child growth and development: similarities across populations; differences across phenotypes and exposotypes Open
The INTERGROWTH-21st Project has primarily addressed: 1) whether the variability in skeletal growth and early child development (ECD) within a population is larger than that among populations when health and nutritional needs are met, and…
View article: D2.2: A set of standardized products for system services in the TSO-DSO-consumer value chain
D2.2: A set of standardized products for system services in the TSO-DSO-consumer value chain Open
The deliverable presents the outcomes of Task 2.2, targeting a theoretical framework of product attributes, leading to a set of standardized products for OneNet, with the final goal of having a common EU-wide standardized product framework.
View article: 316 Before scaling-up, speak with the stakeholders: lessons from a preterm project
316 Before scaling-up, speak with the stakeholders: lessons from a preterm project Open
Background In 2019, the [1]National Catholic Health Service (NCHS) initiated the INTERPRACTICE-21st Study in Ghana: implementation of the [2]INTERGROWTH-21st (IG21) Preterm Postnatal Growth Standards and Feeding Protocols within its hospit…