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Classification of MLH1 missense VUS using protein structure-based deep learning-Ramachandran plot-molecular dynamics simulations method

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posted on 2023-05-11, 04:13 authored by Benjamin TamBenjamin Tam

Variant of Uncertain Significance Ramchandran Scatter Plot files in CSV format

Funding

Macau Science and Technology Development Fund (085/2017/A2)

Macau Science and Technology Development Fund (0077/2019/AMJ)

Macau Science and Technology Development Fund (0032-2022-A1)

The University of Macau (SRG2017-00097-FHS)

The University of Macau (MYRG2019-00018-FHS)

The University of Macau (2020-00094-FHS)

The Faculty of Health Sciences of University of Macau (FHSIG/SW/0007/2020P)

The Faculty of Health Sciences of University of Macau (Startup fund)

The Faculty of Health Sciences of University of Macau (FHS Innovation grant)

The University of Macau (MYRG2022-00023-FHS)

and FDCT Funding Scheme for Postdoctoral Researchers (UMMTP-FDCT/0027/APD/2021)

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    Keywords

    mlh1-mlh2Machine learning applied to healthcarevariant of uncertain significance (VUS)molecular dynamics (MD) simulation (Gromacs)Autoencoders (AE)neural network based model predictive control (NN-MPC)deep learning classification modelsRamachadran map

    Licence

    CC BY 4.0

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