Published on 03 October 2022

Machine Learning Prediction of Side effects for Drugs in Clinical Trials - Galeano and Paccanaro

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Diego Galeano

Description

Supplementary Files of the paper "Machine Learning Prediction of Side effects for Drugs in Clinical Trials " by Diego Galeano and Alberto Paccanaro.Supplementary Dataset 1. Contains the drug side effect associations used in our study.Supplementary Dataset 2. It contains the drug similarity values used by GSEM to build the drug networks.Supplementary Dataset 3. Contains the side effect similarity values used by GSEM to build the side effect network.Supplementary Dataset 4. Contains the predicted scores of GSEM for every drug side effect pair.Supplementary Dataset 5. Contains the learned H by GSEM using all the available data.Supplementary Dataset 6. Contains the learned W by GSEM using all the available data.

Citations (2)

Mentions (0)

Metrics

Dataset Index

2.1

FAIR Score

65%

Citations

2

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Mendeley

Assigned Domain

Subfield

Computational Theory and Mathematics

Field

Computer Science

Domain

Physical Sciences

Confidence Score

42%

Source

Scholar Data Model

Normalization Factors

FT

15.38

CTw

1.00

MTw

1.00