Analog Intelligence

Mapping AI ventures in healthcare and biotech

Guidelines for AI Research in Medicine

April 07, 2021 11 min read

We explore ten newly developed reporting guidelines for AI research in medicine, their potential impact on the field, and gaps between their intended and actual use by researchers and journals.

AI Beyond the Clinic: Labs, Telemedicine, and Consumer Healthcare

February 16, 2021 10 min read

We explore why data engineering and clinical integration are major bottlenecks towards bringing AI tools to routine care, and identify other areas beyond the clinic more suited for AI development and deployment.

AI Startups in Pathology: A Meta-Review

November 10, 2020 18 min read

We explore the AI in pathology landscape through a group of 16 startups, AI applications beyond image interpretation, and how digitization and AI can mature alongside one another to produce tightly integrated solutions.

Pre-2012 Startups and AI Products Across Medical Specialities

September 02, 2020 13 min read

We explore a new emerging type of healthcare startups with AI offerings across medical specialities - a "multi-speciality AI vendor", and how ideas for clinical AI-centric products can be validated without AI.