diff --git a/Stage-3/report/DGE-ML-for-biomarker-discovery.md b/Stage-3/report/DGE-ML-for-biomarker-discovery.md
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 # Integrating Machine Learning and Differential Expression Analysis to Identify Key Biomarkers in Lymphoid Leukemia: Pathways, Predictions and Future Directions
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 #### Authors (@slack): Chairunnisa Amanda (@AmandaC), Bassam Elhamsa (@Bassam_Elhamsa), Chioma Onyido (@Omabekee), Chukwuemeka Nwachuya (@Emzy247), Emmanuel Afolayemi (@EA(NOVACHRONO)), Hayford Osei Offei (@Hayford72), Oluwatobi Ogundepo (@Oluwatobi), Ibrahim Fangary (@IbrahimFangary)
 
 #### GitHub Code: [DGE-ML-biomarker-analysis R Script](https://github.com/Omabekee/hackbio-cancer-internship/blob/main/Stage-3/code/DGE-ML-Analysis.R)