Posts by Tags

bioinformatics

Genomics Is Not NLP: A Field Guide for ML Scientists

A field guide for ML scientists working in genomics. How is genomics similar to NLP, and how is it different? This post covers a molecular biology primer, some biological context that makes genomics data different from text, some widely-used genomics datasets, and some popular genomics AI models.

blogging

computational biology

Genomics Is Not NLP: A Field Guide for ML Scientists

A field guide for ML scientists working in genomics. How is genomics similar to NLP, and how is it different? This post covers a molecular biology primer, some biological context that makes genomics data different from text, some widely-used genomics datasets, and some popular genomics AI models.

computer vision

Radiology AI Is Not Computer Vision: A Field Guide for ML Scientists

A field guide for ML scientists working in radiology imaging. How is radiology similar to standard computer vision, and how is it different? This post covers a radiology primer, some medical context that makes radiology data different from standard imaging, some widely-used radiology datasets, and some popular radiology AI models.

genomics

Genomics Is Not NLP: A Field Guide for ML Scientists

A field guide for ML scientists working in genomics. How is genomics similar to NLP, and how is it different? This post covers a molecular biology primer, some biological context that makes genomics data different from text, some widely-used genomics datasets, and some popular genomics AI models.

machine learning

Genomics Is Not NLP: A Field Guide for ML Scientists

A field guide for ML scientists working in genomics. How is genomics similar to NLP, and how is it different? This post covers a molecular biology primer, some biological context that makes genomics data different from text, some widely-used genomics datasets, and some popular genomics AI models.

Radiology AI Is Not Computer Vision: A Field Guide for ML Scientists

A field guide for ML scientists working in radiology imaging. How is radiology similar to standard computer vision, and how is it different? This post covers a radiology primer, some medical context that makes radiology data different from standard imaging, some widely-used radiology datasets, and some popular radiology AI models.

medical imaging

Radiology AI Is Not Computer Vision: A Field Guide for ML Scientists

A field guide for ML scientists working in radiology imaging. How is radiology similar to standard computer vision, and how is it different? This post covers a radiology primer, some medical context that makes radiology data different from standard imaging, some widely-used radiology datasets, and some popular radiology AI models.

natural language processing

Genomics Is Not NLP: A Field Guide for ML Scientists

A field guide for ML scientists working in genomics. How is genomics similar to NLP, and how is it different? This post covers a molecular biology primer, some biological context that makes genomics data different from text, some widely-used genomics datasets, and some popular genomics AI models.

open-source software

radiology

Radiology AI Is Not Computer Vision: A Field Guide for ML Scientists

A field guide for ML scientists working in radiology imaging. How is radiology similar to standard computer vision, and how is it different? This post covers a radiology primer, some medical context that makes radiology data different from standard imaging, some widely-used radiology datasets, and some popular radiology AI models.

reproducibility

science writing

transcriptomics

Genomics Is Not NLP: A Field Guide for ML Scientists

A field guide for ML scientists working in genomics. How is genomics similar to NLP, and how is it different? This post covers a molecular biology primer, some biological context that makes genomics data different from text, some widely-used genomics datasets, and some popular genomics AI models.