Author

Sifat Ahmed

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Biology Disciplines

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Biochemistry· 1

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Assay:metagenomics· 1 Assay:proteomics· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Basel MansouriD· 1 shared Binil Benny· 1 shared Dan Takahashi· 1 shared Shayoni Dutta· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBiochemistry

Basel MansourORCID

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1 paper

Recent·Most cited

From Predicted Ki to Surrogate IC50: Similarity-Guided Empirical Calibration of Drug Target Affinity Predictions

Basel Mansour, Shayoni Dutta, Binil Benny, Sifat Ahmed, Dan Takahashi

The paper calibrates drug target affinity predictions to align with IC50 values using similarity-guided methods, reducing median fold error across kinase and non-kinase panels.

bioRxiv · Sep 8, 2026 · PreprintBiochemistry