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Deep learning in genomics – are we there yet?

As genomic sequencing becomes more routine, handling the sheer volume of data being produced is causing major issues. We must […]

Deep learning model estimates gene expression from DNA methylation and copy number variation

Genetic and epigenetic changes underpin the development of a plethora of biological conditions that can be acquired over the course […]

Deep learning framework accurately predicts and diagnoses Alzheimer’s Disease

Early and accurate diagnosis of Alzheimer’s remains the most effective way of reducing the burden of the disease, which is […]

Advances in machine learning for constructing biomedical knowledge graphs

Knowledge graphs, as a means of structuring information and modelling complex relationships, have rocketed in popularity across many industries, including […]

Machine learning technical debt: The old and the new

Back in 2015, at the time of its publication, the Hidden Technical Debt in Machine Learning Systems paper was mostly overlooked, […]

Preprint: Federated, privacy-preserved machine learning for GWAS

Genome-wide association studies (GWAS), by measuring single nucleotide polymorphisms, can help us to identify possible genetic variants associated with disease […]

ML-based approach for drug synergy predictions and stratification

Particularly in oncology, combination drug treatments can offer higher patient survival rates and a lower risk of drug resistance than […]

Artificial intelligence in drug discovery market forecast to 2024 released

Ample Market Research has last month published their analysis of the Artificial intelligence market for drug development, to highlight the […]

Priority policy actions for AI implementation in genomic medicine

Advances in artificial intelligence, particularly machine learning and deep learning, are offering ever more powerful approaches to genomic analysis that […]

BioInfi: Build and optimise a biotech portfolio: Target selection and disease indications

Pankaj Agarwal, Computational Biologist at BioInfi, shared in his D4 USA presentation in October last year how to build and […]