Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A high-utility, focused application of a state-of-the-art foundation model that solves a specific, high-value pain point for pathologists without requiring the impossible task of labeling rare disease cohorts.
Backed by 2 papers
A hospital alert system that warns nurses when a patient's labor is taking longer than normal.
An EHR tool that automatically calculates daily organ failure scores for ICU patients using their lab results.
A high-utility infrastructure play that transforms PEFT research into a scalable multi-tenant serving architecture for B2B SaaS.
A service that aligns the 3D shapes of similar enzymes to help engineers design better versions.
A high-utility hardware wedge that solves the primary implementation barrier (inter-operator variability) for a clinically validated, high-impact resuscitation protocol.
A highly focused SDK that leverages a specific architectural improvement in segmentation to solve the high-variance problem of manual ultrasound measurements for non-experts.
A highly focused, high-utility clinical workflow tool that converts static ADA guidelines into an automated safety net for high-risk kidney patients.
Backed by 2 papers
A high-utility, narrow-wedge tool that leverages a specific performance gain in ab initio gene prediction to create a high-value curation queue for genome database maintainers.
Backed by 2 papers
A highly specific CAD optimization tool that leverages new evidence on trimline geometry and material-specific relaxation to solve the 'force overshoot' problem in 3D-printed aligners.
Backed by 6 papers
A tool that helps researchers pick the best imaging platform for their specific tissue samples.
Backed by 2 papers
A forecasting model that helps insurance companies predict the cost of long-term cancer drug treatments.
A service that creates antibodies to target specific proteins on the surface of tumor or virus-infected cells.
A highly focused chemical product targeting a specific industrial pain point with strong alloy-specific evidence, though it requires scaling from lab to field concentrations.
A tool that suggests the right tunnel supports, like bolts and concrete, based on rock data.
A quick digital test for 4th to 8th graders to find students struggling with ratios and fractions.
Backed by 2 papers
A tool for lab software to automatically report newly discovered genetic variants to a global database.
A subscription providing test kits and charts for labs studying earthworms in peat-free soil.
A tool for refineries that tunes control loops based on their specific job, like smoothing out surges.
Backed by 2 papers
A scoring system that compares a child's ADHD symptoms to others of the same age and gender.
Backed by 2 papers