Dataset | Description | Download |
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| Pre-processed methylation datasets used in the study | |
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Methylation Data for Stage Classification | Training dataset for 21 methylation CpG sites in terms of beta values in range of 0 to 1. | Download |
Methylation Data for Stage Classification | Validation dataset for 21 methylation CpG sites in terms of beta values in range of 0 to 1. | Download |
Methylation Data for cancer vs normal Classification | Training dataset for 5 methylation CpG sites in terms of beta values in range of 0 to 1. | Download |
Methylation Data for cancer vs normal Classification | Validation dataset for 5 methylation CpG sites in terms of beta values in range of 0 to 1. | Download |
Methylation Data for Multiclass Classification | Training dataset for 33 methylation CpG sites in terms of beta values in range of 0 to 1. | Download |
Methylation Data for Multiclass Classification | Validation dataset for 33 methylation CpG sites in terms of beta values in range of 0 to 1. | Download |
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| Pre-processed RNA Expression datasets used in the study | |
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RNA Expression Data for Stage Classification | Training dataset for 30RNA expression Transcripts with Z-score normalization. | Download |
RNA Expression Data for Stage Classification | Validation dataset for 30RNA expression Transcripts with Z-score normalization. | Download |
RNA Expression Data for cancer vs normal Classification | Training dataset for 5RNA expression Transcripts with Z-score normalization. | Download |
RNA Expression Data for cancer vs normal Classification | Validation dataset for 5 RNA expression Transcripts with Z-score normalization. | Download |
RNA Expression Data for Multiclass Classification | Training dataset for 5 RNA expression Transcripts with Z-score normalization. | Download |
RNA Expression Data for Multiclass Classification | Validation dataset for 5 RNA expression Transcripts with Z-score normalization. | Download |
| Dataset for Hybrid model used in the study | |
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Hybrid Model Dataset for Stage Classification | Training dataset for 51 Hybrid feature (30RNA transcripts + 21 methylation CpG sites) with Min-Max normalized values in range of 0 to 1. | Download |
Hybrid Model Dataset for Stage Classification | Validation dataset for 51 Hybrid feature (30RNA transcripts + 21 methylation CpG sites) with Min-Max normalized values in range of 0 to 1. | Download |
| Complete Datasets without Normalization used in the study | |
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RNA Expression Data | RNA Expression data for 60,483 RNA-transcripts in terms of Log2(FPKM) values. | Download |
Methylation Data | Methylation Data for 369221 CpG sites in terms of beta values. | Download |
Annotation file for using Gencodev22 | Annotation file for 60,483 RNA transcripts using Gencodev22. | Download |
Clinical Information of samples | Clinical information of samples like Age, stage, Geneder, survival information etc. | Download |