Author

Lilly Wollman

University of Cambridge

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· 2

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1

Frequent Co-Authors

Anika LiuiD· 2 shared Gehad YoussefiD· 2 shared Méabh MacMahoniD· 2 shared Namshik HaniD· 2 shared Nicholas M. KatritsisiD· 2 shared Sanjay RatheeiD· 2 shared Woochang HwangiD· 2 shared

Activity by Year

2022-2022 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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2 shared papersBioinformatics

Anika LiuORCID

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2 papers

Recent·Most cited

BioinformaticsFrontiers in GeneticsPeer-reviewedAug 9, 2022

dialogi: Utilising NLP with chemical and disease similarities to drive the identification of Drug-Induced Liver Injury literature

Nicholas M. Katritsis, Anika Liu, Gehad Youssef…·Namshik Han

The paper presents an automated pipeline using NLP and chemical/disease embeddings to classify DILI-related literature, achieving high F1-scores in distinguishing DILI-positive from negative papers.

2 citations

machine learning (classical)benchmarking

𝕏 PostBluesky

BioinformaticsFrontiers in GeneticsPeer-reviewedJun 29, 2022

DILIc: An AI-based classifier to search for Drug-Induced Liver Injury literature

Sanjay Rathee, Méabh MacMahon, Anika Liu…·Namshik Han

This paper introduces DILIc, an AI classifier that identifies Drug-Induced Liver Injury literature using NLP and ML, achieving high accuracy in cross-validation and external validation.

11 citations

machine learning (classical)database / resource

𝕏 PostBluesky