Trends and future perspective challenges in big data
We are living in an era of big data, where the process of generating data is continuously
been taking place with each coming second. Data that is more varied and extremely …
been taking place with each coming second. Data that is more varied and extremely …
STREAMLINE: a simple, transparent, end-to-end automated machine learning pipeline facilitating data analysis and algorithm comparison
Abstract Machine learning (ML) offers powerful methods for detecting and modeling
associations often in data with large feature spaces and complex associations. Many useful …
associations often in data with large feature spaces and complex associations. Many useful …
Open Data governance at the Canadian Open Neuroscience Platform (CONP): From the Walled Garden to the Arboretum
A Bernier, BM Knoppers, P Bermudez… - …, 2024 - academic.oup.com
Scientific research communities pursue dual imperatives in implementing strategies to share
their data. These communities attempt to maximize the accessibility of biomedical data for …
their data. These communities attempt to maximize the accessibility of biomedical data for …
Performance overview of an artificial intelligence in biomedics: a systematic approach
Artificial intelligence and technological advancements are exceptionally influenced the
entire society and mankind. Unprecendented and extensive use of social media, mobile …
entire society and mankind. Unprecendented and extensive use of social media, mobile …
Prediction of covid-19 diagnosis based on openehr artefacts
D Oliveira, D Ferreira, N Abreu, P Leuschner… - Scientific Reports, 2022 - nature.com
Nowadays, we are facing the worldwide pandemic caused by COVID-19. The complexity
and momentum of monitoring patients infected with this virus calls for the usage of agile and …
and momentum of monitoring patients infected with this virus calls for the usage of agile and …
Correlates of wanting to seek help for mental health and substance use concerns by sexual and gender minority young adults during the COVID-19 pandemic: A …
The COVID-19 pandemic has worsened the mental health and substance use challenges
among many people who are Two Spirit, lesbian, gay, bisexual, transgender, queer …
among many people who are Two Spirit, lesbian, gay, bisexual, transgender, queer …
Deep densenet and resnet approach for covid-19 prognosis: Experiments on real ct images
The novel coronavirus ailment known as COVID-19 is a respiratory disease induced by
SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2). From its origin, the COVID …
SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2). From its origin, the COVID …
Enhancing Precision Medicine: An Automatic Pipeline Approach for Exploring Genetic Variant-Disease Literature
L Contreras-Ochando, P Marco Garcia, A León… - … on Conceptual Modeling, 2023 - Springer
Advancements in genomics have generated vast amounts of data, requiring efficient
methods for exploring the relationships between genetic variants and diseases. This paper …
methods for exploring the relationships between genetic variants and diseases. This paper …
Recent machine learning approaches for single-cell rna-seq data analysis
DNA sequencing has become an extremely popular assay with researchers claiming that in
the distant future, the DNA sequencing impact will be equal to the microscope impact. Single …
the distant future, the DNA sequencing impact will be equal to the microscope impact. Single …
A survey of Bayesian statistical approaches for big data
The modern era is characterised as an era of information or Big Data. This has motivated a
huge literature on new methods for extracting information and insights from these data. A …
huge literature on new methods for extracting information and insights from these data. A …