Aidan R. O’Brien

发表

Unlocking HDR-mediated Nucleotide Editing by identifying high-efficiency target sites using machine learning

Denis C. Bauer, Aidan R. O’Brien, Laurence O. W. Wilson, 2018 .

Artificial Intelligence and Machine Learning in Bioinformatics

Yi Guo, Denis C. Bauer, Aidan R. O’Brien, 2019, Encyclopedia of Bioinformatics and Computational Biology.

Australia's precision medicine is powered by ultra-high dimensional machine learning and serverless cloud-architecture

Robert Dunne, Denis C. Bauer, Piotr Szul, 2019 .

The Current State and Future of CRISPR-Cas9 gRNA Design Tools

Denis C. Bauer, Aidan R. O’Brien, Laurence O. W. Wilson, 2018, Front. Pharmacol..

VariantSpark, A Random Forest Machine Learning Implementation for Ultra High Dimensional Data

Robert Dunne, Denis C. Bauer, Piotr Szul, 2019, bioRxiv.

Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation

Aidan R. O’Brien, W. R. Thompson, Kathryn E. Hentges, 2019, Genome Biology.

Response to correspondence on “Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation”

Aidan R. O’Brien, W. R. Thompson, A. Loudon, 2021, Genome biology.

Unlocking HDR-mediated nucleotide editing by identifying high-efficiency target sites using machine learning

Denis C. Bauer, Aidan R. O’Brien, Laurence O. W. Wilson, 2018, Scientific Reports.

VariantSpark: Cloud-based machine learning for association study of complex phenotype and large-scale genomic data

Robert Dunne, Denis C. Bauer, Aidan R. O’Brien, 2020, GigaScience.

VariantSpark: population scale clustering of genotype information

Fabian A. Buske, Denis C. Bauer, Aidan R. O’Brien, 2015, BMC Genomics.

High Activity Target-Site Identification Using Phenotypic Independent CRISPR-Cas9 Core Functionality.

Denis C. Bauer, Aidan R. O’Brien, Laurence O. W. Wilson, 2018, The CRISPR journal.

Breaking the Curse of Dimensionality for Machine Learning on Genomic Data

Robert Dunne, Denis C. Bauer, Piotr Szul, 2017, BAI@IJCAI.

Unlocking HDR-mediated nucleotide editing by identifying high-efficiency target sites using machine learning

Denis C. Bauer, Aidan R. O’Brien, Laurence O. W. Wilson, 2018, bioRxiv.

Predicting CRISPR-Cas12a guide efficiency for targeting using machine learning

Denis C. Bauer, Aidan R. O’Brien, G. Burgio, 2023, bioRxiv.

Domain-specific introduction to machine learning terminology, pitfalls and opportunities in CRISPR-based gene editing

Denis C. Bauer, Aidan R. O’Brien, Gaetan Burgio, 2020, Briefings Bioinform..