Seedlabs

Ideas catalog

Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.

AI score1130 ideas
Strong ideas
Strong · 85
Two-Fail Flag: Embedded Validity Scoring for Adult ADHD Evaluations
MedicineAttention Deficit Hyperactivity Disorder

Software that flags adult ADHD evaluations if the test results suggest the person wasn't trying their best.

Backed by 8 papers

Strong · 85
Protocol Audit: Validity Screen for ADHD Accommodation Documentation
MedicineAttention Deficit Hyperactivity Disorder

A service that checks ADHD test results for universities to ensure the evidence provided is valid.

Backed by 10 papers

Strong · 86
BoulderAhead: Pre-Bid Boulder Forecast for Tunnels in Melange Ground
EngineeringRock Mechanics and Modeling

A specialized risk-pricing tool for TBM tunneling in melange ground that leverages fractal block-size distributions to quantify boulder-induced delays during the bidding phase.

Backed by 8 papers

Strong · 89
Scribe Sign-Off Cross-Check: Automated Accuracy Flags for AI-Drafted Notes
Health ProfessionsElectronic Health Records Systems

A high-utility safety layer that transforms the 'vigilance' requirement of ambient scribes into a discrete, bidirectional data-quality check between notes and EHR records.

Backed by 6 papers

Strong · 90
Kidney-Protection Therapy Gap Scanner
MedicineChronic Kidney Disease and Diabetes

A high-utility clinical decision support tool that converts complex ADA guidelines into a concrete, actionable worklist for value-based care providers.

Backed by 5 papers

Strong · 88
Stark-Rescue Qubit Reclamation Service
Computer ScienceQuantum Computing Algorithms and Architecture

A high-value calibration service that converts 'dead' qubits back into usable assets via software-defined frequency shifting, backed by strong experimental evidence and a clear operational loop.

Backed by 7 papers

Strong · 89
iST Sentinel TMA: Multi-Tissue FFPE Control Array for Spatial Platform QC
Biochemistry, Genetics and Molecular BiologySingle-cell and spatial transcriptomics

A standardized tissue sample slide used by labs to check if their spatial imaging tools are accurate.

Backed by 5 papers

Strong · 93
Cisplatin-Ineligibility Flag for Pre-Surgery Bladder Cancer Referral
MedicineBladder and Urothelial Cancer Treatments

A tool that flags bladder cancer patients who cannot take a specific chemotherapy drug so they get referred to a specialist sooner.

Backed by 5 papers

Strong · 88
FIB-4 Sweep: Primary Care Case-Finder for Silent MASLD
MedicineLiver Disease Diagnosis and Treatment

A high-utility, evidence-grounded clinical decision support tool that leverages existing lab data to drive a high-value diagnostic pipeline for a newly treatable disease.

Backed by 6 papers

Strong · 94
Allele-Drift Watch: HLA Release Impact Monitor for Donor Registries
Computer ScienceResearch Data Management Practices

A highly focused, high-value utility for stem-cell registries that converts the volatility of the IPD-IMGT/HLA database into a prioritized operational worklist.

Backed by 4 papers

Strong · 86
ADA-Aligned CGM/AID Auto-Approval Pack for Health Plans
MedicineDiabetes Management and Research

Software for health plans that automatically approves insulin pump and sensor requests based on medical guidelines.

Backed by 6 papers

Strong · 81
CGM/AID Eligibility Case-Finder for Diabetes Clinics
MedicineDiabetes Management and Research

A tool for diabetes clinics that scans patient records to find people who qualify for insulin pump technology.

Backed by 6 papers

Strong · 93
ASCVD Incretin Step-Therapy Criteria Pack
MedicineDiabetes Treatment and Management

A policy guide for health plans to prioritize lower-cost diabetes drugs for patients with heart disease.

Backed by 4 papers

Strong · 94
Pack-Years Eligibility Miner for Lung Screening
Biochemistry, Genetics and Molecular BiologyCancer Genomics and Diagnostics

A tool that scans medical notes to find smokers who are eligible for lung cancer screenings.

Backed by 4 papers

Strong · 88
DSMES Four-Critical-Times Referral Engine
MedicineDiabetes Management and Education

A highly focused, evidence-backed clinical workflow tool that converts a known guideline gap (low DSMES referral rates) into an automated, event-driven process.

Backed by 7 papers

Strong · 87
Zero-Shot VUS Rescue for Rare-Disease Genomes
Biochemistry, Genetics and Molecular BiologyMachine Learning in Bioinformatics

A high-utility clinical tool that leverages a state-of-the-art DNA foundation model to solve the specific, high-value bottleneck of non-coding VUS prioritization in rare disease diagnostics.

Backed by 5 papers

Strong · 86
MASH Drug-Eligibility Dossier Builder
MedicineLiver Disease Diagnosis and Treatment

A high-utility, narrow-wedge automation tool that solves a specific administrative bottleneck created by the recent FDA approval of MASH therapies.

Backed by 2 papers

Strong · 92
GO Term Drift Guard
Biochemistry, Genetics and Molecular BiologyBiomedical Text Mining and Ontologies

A service that updates gene lists automatically when the official Gene Ontology naming system changes.

Backed by 2 papers

Strong · 89
Annual Urine-Albumin Auto-Attach for Diabetes Labs
MedicineChronic Kidney Disease and Diabetes

A highly focused, low-friction EHR automation that solves a specific clinical compliance gap (uACR screening) by applying the proven 'default-attach' logic of eGFR.

Backed by 6 papers

Strong · 94
Non-Coding VUS Regulatory Triage for Rare-Disease Genomes
Biochemistry, Genetics and Molecular BiologyGenomics and Chromatin Dynamics

A report for clinics that explains the likely effect of mysterious genetic mutations in rare-disease patients.

Backed by 8 papers