66 items found

Organisations: SoBigData Catalogue Groups: Health Studies

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    Method

    Private bone age assessment

    The goal this DL model is to predict the age of a subject by looking at his/her X-ray image of the hand. This DL algorithm was developed to address a challenge posed on thee...
  • Method

    Single-image super-resolution microscopy

    A deep learning pre-trained model based on the Enhanced Super Resolution Generative Adversarial Network (ESRGAN) is used to obtain a Super-Resolution (SR) image from a...
    • ZIP
      The resource: 'Single-image-super-resoluti ...' is not accessible as guest user. You must login to access it!
  • Method

    AGC: Autism Graph Classifier

    AGC is designed to support the processing and analysis of brain connectivity data by leveraging standard outputs from widely used neuroimaging pipelines such as CPAC and...
    • ZIP
      The resource: 'autism-graph-classifier-main' is not accessible as guest user. You must login to access it!
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    Method

    Private jointfusion_hackathon

    A joint fusion DL model was developed to predict ASD from structural and functional connectome brain features extracted form the ABIDE MRI and fMRI datasets. The DL algorithm...
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    Dataset

    Private Expression profiling by high throughput sequencing

    The dataset contains transcriptomic data of pancreatic islet preparations obtained from 10 type 2 diabetic subjects. The transcriptomic profile of each preparation was...
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    Dataset

    Private 12-lead Electrocardiogram (ECG) arrhythmia detection

    The dataset is derived from 12-lead ECG recordings from the Physionet 2020 competition and transformed into a structured tabular format with mora than 600 features per...
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    Dataset

    Private VitaGraph

    VitaGraph is a comprehensive biomedical network integrating diverse entity types such as drugs, genes, diseases, biological processes, and side effects. It serves as a...
  • Dataset

    CORAL: expert-Curated medical Oncology Reports to Advance Language model infe...

    Both medical care and observational studies in oncology require a thorough understanding of a patient's disease progression and treatment history, often elaborately documented...
    • The resource: 'PhysioNet Link' is not accessible as guest user. You must login to access it!
  • Dataset

    GLM for BRCA

    The dataset comprises labeled genetic variations of the BRCA1 and BRCA2 genes obtained from the ClinVar database. After refining annotations based on quality and completeness...
    • The resource: 'BRCA Dataset on HuggingFace' is not accessible as guest user. You must login to access it!
  • Application

    NetMe

    The huge amount of biological literature, which daily increases, represents a strategic resource to automatically extract and gain knowledge concerning relations among...
    • The resource: 'NetME English Tutorial' is not accessible as guest user. You must login to access it!
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    Dataset

    Private Human Activity Recognition Dataset

    Smartwatches and other mobile smart gadgets are used in this effort to collect data. The effectiveness of our suggested solution is determined by fusing the two separate...
  • Dataset

    DELTA: Dense Electromyography for Long-Term Adaptive control

    The DELTA dataset, namely ”Dense Electromyography for Long-Term Adaptive control”, holds significance in the realm of prosthetic applications, featuring High Density surface...
    • The resource: 'DELTA: Dense ...' is not accessible as guest user. You must login to access it!
  • Dataset

    Integrating Direct Intracranial Stimulation with the Human Connectome

    Cortical and subcortical direct electrical stimulation (DES) coordinates in MNI space, anonymized patients’ demographic data, and aggregated functional maps for the 12...
    • The resource: 'Integrating direct ...' is not accessible as guest user. You must login to access it!
  • Dataset

    Stroke and sepsi

    The considered stroke dataset (DOI:10.17632/x8ygrw87jw.1, DOI:10.1016/j.artmed.2019.101723) was pre-processed by removing attributes with more than 30% missing values, by...
    • The resource: 'Stroke and sepsi' is not accessible as guest user. You must login to access it!
  • Dataset

    Human and mouse gene regulatory networks

    The dataset was built by considering gene expression data related to 6 different organs (liver, lung, brain, skin, bone marrow, heart), obtained by control samples available...
    • The resource: 'Human and mouse gene ...' is not accessible as guest user. You must login to access it!
  • Dataset

    Gene Disease Association Data and Features

    This dataset contains data that can be used for disease gene discovery purposes. The data cover ten different diseases with associated seed genes (derived from DisGeNET) and...
    • RAR
      The resource: 'Gene_Disease_Association_Da ...' is not accessible as guest user. You must login to access it!
  • Dataset

    DNA 12-mers

    A 179 MB dataset containing all the ~14M unique 12-mers in the DNA sequences available in the Pizza&Chili Corpus (https://pizzachili.dcc.uchile.cl/texts.html). This dataset...
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    Dataset

    Private Identified CNVs from whole exome sequencing data of BRCA1/2 negative breast c...

    This dataset offers a comprehensive analysis of Copy Number Variations (CNVs) identified in Whole Exome Sequencing (WES) data from patients with breast cancer who tested...
  • Dataset

    Compounds with Activity against the Dopamine D2 Receptor

    Database containing compounds active against the dopamine D2 receptor together with random inactive compounds as negative samples for learning purposes. Train, validation, and...
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      The resource: 'compound_activity_dopamine_d2' is not accessible as guest user. You must login to access it!
  • Dataset

    DNA 31-mers

    A 12 GB dataset containing all the ~367M unique 31-mers in the DNA sequences available in the Pizza&Chili Corpus (https://pizzachili.dcc.uchile.cl/texts.html). This dataset...
    • ZIP
      The resource: 'DNA 31-mers' is not accessible as guest user. You must login to access it!