Additional file 1. Table with PC-3 ChEMBL assays used to retrieve compounds activitie
Additional file 6. Figure S5. Stemness subtype chemotherapy sensitivity analysis and potential compo...
Additional methods on bioinformatic processing and analysis, and additional legends. (DOCX 49 kb
Cancer is one of the diseases with a high mortality rate, which occurs when cells multiply uncontrol...
Additional file 2. Table with DU-145 ChEMBL assays used to retrieve compounds activitie
Additional file 3. PC-3 initial dataset with the 123 RDKit descriptors calculate
Additional file 4. DU-145 initial dataset with the 123 RDKit descriptors calculate
Additional file 6. Python script to generate the initial PC-3, DU-145 and PC-3/DU-145 dataset
Additional file 8. Python script to perform training and testing phase of the combined PC-3/DU-145 m...
Additional file 10. Python script to setup algorithms input parameters for the hyperparameter tuning...
The file contains three sheets labelled Table S1 - S3. The tables list the genes that are currently ...
Additional file 1: Table S1. Information of patients and samples. Table S2. The differentially expre...
Ten activity classes are provided that were extracted from ChEMBL version 24 for machine learning st...
Coefficients of pathways in elastic net models (based on DiffRank) for each CCLE drug. Pathways are ...
Ranked genes contributing greater than two standard deviations to ensemble classifier. (XLSX 27Â kb
Containing detailed description of materials and methods, modeling, supplementary tables and supplem...
Additional file 6. Figure S5. Stemness subtype chemotherapy sensitivity analysis and potential compo...
Additional methods on bioinformatic processing and analysis, and additional legends. (DOCX 49 kb
Cancer is one of the diseases with a high mortality rate, which occurs when cells multiply uncontrol...
Additional file 2. Table with DU-145 ChEMBL assays used to retrieve compounds activitie
Additional file 3. PC-3 initial dataset with the 123 RDKit descriptors calculate
Additional file 4. DU-145 initial dataset with the 123 RDKit descriptors calculate
Additional file 6. Python script to generate the initial PC-3, DU-145 and PC-3/DU-145 dataset
Additional file 8. Python script to perform training and testing phase of the combined PC-3/DU-145 m...
Additional file 10. Python script to setup algorithms input parameters for the hyperparameter tuning...
The file contains three sheets labelled Table S1 - S3. The tables list the genes that are currently ...
Additional file 1: Table S1. Information of patients and samples. Table S2. The differentially expre...
Ten activity classes are provided that were extracted from ChEMBL version 24 for machine learning st...
Coefficients of pathways in elastic net models (based on DiffRank) for each CCLE drug. Pathways are ...
Ranked genes contributing greater than two standard deviations to ensemble classifier. (XLSX 27Â kb
Containing detailed description of materials and methods, modeling, supplementary tables and supplem...
Additional file 6. Figure S5. Stemness subtype chemotherapy sensitivity analysis and potential compo...
Additional methods on bioinformatic processing and analysis, and additional legends. (DOCX 49 kb
Cancer is one of the diseases with a high mortality rate, which occurs when cells multiply uncontrol...
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