A drug repositioning algorithm based on a deep autoencoder and adaptive fusion

[1] Lotfi Shahreza M(2018)A review of network-based approaches to drug repositioning Brief Bioinform 19 878-892

[2] Ghadiri N(2003)Quest for the best Nat Rev Drug Discov 2 838-841

[3] Mousavi SR(2011)Drug repositioning for orphan diseases Brief Bioinform 12 346-356

[4] Booth B(2013)Atypical mechanism of glucose modulation by colesevelam in patients with type 2 diabetes Clin Med Insights: Endocrinol Diabetes 6 75-79

[5] Zemmel R(2016)A network-based drug repositioning infrastructure for precision cancer medicine through targeting significantly mutated genes in the human cancer genomes J Am Med Inform Assoc 23 681-691

[6] Sardana D(2017)Computational drug repositioning using collaborative filtering via multi-source fusion Expert Syst Appl 84 281-289

[7] Zhu C(2016)Drug repositioning based on comprehensive similarity measures and bi-random walk algorithm Bioinformatics 32 2664-2671

[8] Zhang M(2019)deepDR: a network-based deep learning approach to in silico drug repositioning Bioinformatics 35 5191-5198

[9] Nwose OM(2020)Reducing the dimensionality of data with neural networks Network-based drug repurposing for human coronavirus 313 504-507

[10] Jones MR(2006)The assessment of efficient representation of drug features using deep learning for drug repositioning Science 20 577-256

[1] Lotfi Shahreza M(2018)A review of network-based approaches to drug repositioning Brief Bioinform 19 878-892

[2] Ghadiri N(2003)Quest for the best Nat Rev Drug Discov 2 838-841

[3] Mousavi SR(2011)Drug repositioning for orphan diseases Brief Bioinform 12 346-356

[4] Booth B(2013)Atypical mechanism of glucose modulation by colesevelam in patients with type 2 diabetes Clin Med Insights: Endocrinol Diabetes 6 75-79

[5] Zemmel R(2016)A network-based drug repositioning infrastructure for precision cancer medicine through targeting significantly mutated genes in the human cancer genomes J Am Med Inform Assoc 23 681-691

[6] Sardana D(2017)Computational drug repositioning using collaborative filtering via multi-source fusion Expert Syst Appl 84 281-289

[7] Zhu C(2016)Drug repositioning based on comprehensive similarity measures and bi-random walk algorithm Bioinformatics 32 2664-2671

[8] Zhang M(2019)deepDR: a network-based deep learning approach to in silico drug repositioning Bioinformatics 35 5191-5198

[9] Nwose OM(2020)Reducing the dimensionality of data with neural networks Network-based drug repurposing for human coronavirus 313 504-507

[10] Jones MR(2006)The assessment of efficient representation of drug features using deep learning for drug repositioning Science 20 577-256