Blog Posts | Joshua Berkowitz

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github × bioinformatics ×

Revolutionizing Genome Annotation: The Power of SegmentNT

Deciphering the human genome, with its 3 billion nucleotides, remains one of biology’s greatest challenges. Precisely mapping genes and regulatory elements is crucial for understanding gene expression...

bioinformatics deep learning foundational models genome annotation genomics machine learning multi-species SegmentNT

Oct 30, 2025

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AI-Powered DeepSomatic Sets New Standard in Tumor Variant Detection

Genetic mutations drive cancer, but pinpointing true variants amid sequencing errors has been a challenge for researchers. DeepSomatic is an AI tool developed by Google Research and collaborators that...

AI in healthcare bioinformatics cancer genomics deep learning open source tools precision medicine variant detection

Oct 23, 2025

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Smarter Nucleic Acid Design: How NucleoBench and AdaBeam Are Unlocking the Future of Nucleic Acid Engineering

Designing DNA and RNA with precision is crucial for advances in modern therapeutics, but the vastness of biological sequence space makes this an immense computational challenge. Traditional search met...

AI algorithms benchmarks bioinformatics nucleic acids open source sequence design

Sep 18, 2025

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