Author

Daniel J. Price

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Akshat Shirish ZalteiD· 1 shared Alan C. ChengiD· 1 shared Andreas BenderiD· 1 shared Arijit PatraiD· 1 shared Cas WognumiD· 1 shared Cheng Fang· 1 shared Daniel KühniD· 1 shared David Alencar AraripeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Akshat Shirish ZalteORCID

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1 paper

Recent·Most cited

Model Validation Protocols for Machine Learning in Small Molecule Drug Discovery

Srijit Seal, Akshat Shirish Zalte, David Alencar Araripe, Renan Augusto Gomes, Deepa Korani, Mrinal Shekhar, Vishal B. Siramshetty, Arijit Patra, Zhongyu Mou, Xiang Yu, Daniel Kühn, Nils Weskamp, Jeremy R. Ash, Alan C. Cheng, Cheng Fang, , Cas Wognum

The paper presents a model validation framework for molecular property prediction models in drug discovery, revealing four failure modes and showing that common evaluation protocols overestimate performance.

bioRxiv · Aug 24, 2026 · PreprintBioinformatics