Medicine ideas
276 innovation ideas derived from recent Medicine research — AI-assessed, source-linked, with live prototypes.
Research themes in Medicine
Cited overviews of the research behind these ideas, and the opportunities still open.
Metabolism and Genetic Disorders
The intersection of metabolic syndrome, exercise-induced muscle inflammation, and the genetic/molecular drivers of drug resistance and tissue wasting.
- MASH Drug-Eligibility Dossier Builder
- Cisplatin-Ineligibility Flag for Pre-Surgery Bladder Cancer Referral
- iST Sentinel TMA: Multi-Tissue FFPE Control Array for Spatial Platform QC
64 papers · 171 ideas
Attention Deficit Hyperactivity Disorder
The neurodevelopmental pathology, diagnostic challenges, and comorbidities of ADHD across the lifespan.
- Two-Fail Flag: Embedded Validity Scoring for Adult ADHD Evaluations
- Kidney-Protection Therapy Gap Scanner
- ASCVD Incretin Step-Therapy Criteria Pack
46 papers · 165 ideas
All Medicine ideas
Software that flags adult ADHD evaluations if the test results suggest the person wasn't trying their best.
Backed by 8 papers
A service that checks ADHD test results for universities to ensure the evidence provided is valid.
Backed by 10 papers
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
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
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
Software for health plans that automatically approves insulin pump and sensor requests based on medical guidelines.
Backed by 6 papers
A tool for diabetes clinics that scans patient records to find people who qualify for insulin pump technology.
Backed by 6 papers
A policy guide for health plans to prioritize lower-cost diabetes drugs for patients with heart disease.
Backed by 4 papers
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
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
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
A software tool that searches medical records to find patients who would benefit from a specific cholesterol drug.
Backed by 2 papers
A complete kit for clinics to run a 14-week skills group for adults with ADHD, including manuals and training.
Backed by 3 papers
A tool for insurance plans to find patients who need medication help by looking at their pharmacy refill history.
Backed by 3 papers
A tool that finds mentions of fatty liver in radiology reports and checks if the patient meets full diagnostic criteria.
A tool that scans health records to find type 2 diabetes patients who might actually have type 1.
Backed by 8 papers
A high-utility execution tool that solves a specific coordination problem created by new clinical guidelines, though it faces significant technical hurdles regarding defibrillator hardware interoperability.
A service that updates hospital and ambulance protocols to match the newest 2026 stroke guidelines.
Backed by 2 papers
A blood-test report that tells lung cancer doctors if a tumor's DNA is gone, meaning they can stop certain chemo drugs.
Backed by 5 papers
A tool for clinical trials to ensure sepsis is scored exactly the same way across different hospitals.
Backed by 2 papers
A service that designs custom nanobodies to hit a precise spot on a protein structure.
A lab kit for drug developers to measure how much a platinum-based cancer drug is damaging DNA in cells.
A coaching service that helps diabetes patients manage stomach side effects so they don't stop taking their medication.
A digital folder that helps patients move their ADHD diagnosis and records from a private clinic to the NHS.
Backed by 3 papers
A quick digital test for adults to check if their ADHD symptoms are consistent with a diagnosis.
Backed by 4 papers
A scheduling tool that ensures cancer patients get a booster shot at the best time for survival.
A registry that tracks pancreatic stents to ensure they are removed or passed and not forgotten.
A highly focused clinical workflow tool that operationalizes new 2025 AHA guidelines to standardize POCUS during cardiac arrest without introducing hardware risk.
A lab service that tests specific genetic variants to see if they break a protein needed for brain development.
A system for health plans to find children with an ADHD diagnosis who aren't getting any treatment.
Backed by 3 papers
A high-utility clinical decision support tool that leverages a newly quantified national diagnostic gap to drive targeted case-finding in primary care.
Backed by 16 papers
A service that uses yeast to make a customer's antibody fragment bind more strongly to its target.
A health insurance module that requires a tapering plan before covering weight-loss drugs.
A highly focused clinical utility tool that codifies a major guideline update into a concrete operational workflow for high-risk aortic patients.
A tool that checks if stroke patients were wrongly denied clot-busting drugs based on old medical rules.
Backed by 2 papers
A service that updates hospital diabetes guides whenever the official national standards of care change.
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, low-risk clinical decision support tool that digitizes a specific, high-stakes regulatory requirement within existing EMS workflows.
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, 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 set of insurance rules that allow patients without a history of heart attack to get coverage for cholesterol injections.
Backed by 2 papers
A high-utility compliance tool that transforms a specific academic taxonomy of clinical metrics into a standardized regulatory artifact for health-AI vendors.
Backed by 3 papers
A service that creates antibodies to target specific proteins on the surface of tumor or virus-infected cells.
A software tool for pharmacists that ranks patients by risk based on their current medications and health history.
Backed by 4 papers
A therapy program that pairs weight-loss medication with behavioral coaching and tracks progress for doctors.
Backed by 2 papers
An app for paramedics to identify stroke patients who need advanced surgery and route them to the right hospital.
A year-long support program to prevent weight regain after a patient stops using weight-loss medication.
A scoring system that compares a child's ADHD symptoms to others of the same age and gender.
Backed by 2 papers
An app for ambulance crews to screen for sepsis and give antibiotics before the patient reaches the hospital.
Backed by 2 papers
A clinic tool that tracks low-blood-sugar episodes to identify patients who need rescue kits.
Backed by 3 papers
A training kit with a realistic neck model for hospital teams to practice emergency airway surgery.
A dashboard that tracks how often doctors succeed on their first attempt to insert breathing tubes.
A highly focused, clinically grounded tool that addresses a specific, high-churn pain point in the GLP-1 market with a clear B2B distribution model.
A high-fidelity clinical driver that operationalizes a large-scale, trial-proven resuscitation protocol to reduce cognitive load and fidelity drift in high-stakes ICU windows.
A highly focused, clinically grounded monitoring tool that addresses a specific, documented failure mode (calibration drift) in high-stakes medical AI.
Backed by 3 papers
A digital tool that compares rat lung tissue samples against a healthy baseline to spot drug damage.
A highly focused clinical decision support tool that leverages new, explicit service standards to optimize the high-stakes triage and transfer of aortic emergencies.
A second-opinion service that finds expert surgeons for pancreatic cancer patients told their tumor is inoperable.
A policy for insurers to keep heart patients on weight-loss drugs even if they aren't losing much weight.
Backed by 2 papers
A service that analyzes hospital data to see if paid AI tools are actually improving patient outcomes.
Backed by 3 papers
A remote service that provides unbiased expert ratings for ADHD medical trials.
Backed by 2 papers
A schedule of blood tests to monitor how quickly health markers return to baseline after stopping weight-loss drugs.
A tracking tool for hospitals to ensure pancreatic surgeons have performed enough cases to be safe and effective.
A blood-test report for bladder cancer patients to see if they can safely stop chemotherapy after surgery.
Backed by 3 papers
A highly focused operational tool that converts decision-curve theory into a practical configuration interface for hospital AI alerts, filling a critical gap between model validation and clinical deployment.
Backed by 3 papers
A highly focused clinical decision support tool that operationalizes the most statistically significant benefit of the CRT trial—reducing support duration—by providing a standardized 'off-ramp' for weaning.
A quick check for inattention added to teen depression and anxiety care to find hidden ADHD.
Backed by 3 papers
A testing service that helps recovery product brands prove their products work using a specific muscle damage marker.
Backed by 3 papers
A digital check that ensures a doctor has the required evidence before adding a diabetes diagnosis to a chart.
A high-value actuarial tool that converts a massive, newly synthesized epidemiological dataset into a concrete financial risk model for the reinsurance industry.
Backed by 2 papers
A scheduling tool for doctors that sets blood pressure check-ups based on how long a patient has been taking ADHD meds.
Backed by 3 papers
A highly focused B2B analytics tool that leverages new national incidence data to solve a critical, high-pressure capacity planning problem for NHS commissioners.
Backed by 3 papers
A testing service using lab-grown prostate cancer cells to see if specific pathway drugs work.
Backed by 4 papers
A service to help ICUs start a specific gut-cleaning treatment to prevent sepsis in patients on ventilators.
A highly focused, evidence-backed product that turns a standard ingredient (wheat bran) into a marketable health claim via a simple culture swap.
A high-value B2B data product that transforms epidemiological gaps into a strategic roadmap for pharmaceutical market expansion and global health resource allocation.
Backed by 3 papers
A blood test taken 24 hours after a vaccine to see if the immune system is ready for cancer therapy.
A tool that tells doctors if a patient needs a pancreatic stent or just medication to prevent inflammation.
A tool for ADHD clinics that prioritizes the most likely cases on waiting lists so they can be seen by a doctor sooner.
Backed by 4 papers
A tool that sets a personal blood sugar goal for each patient and warns doctors of over-treatment.
Backed by 2 papers
A high-utility clinical workflow tool that operationalizes the gold-standard semi-structured interview to replace unreliable rating-scale shortcuts in pediatric ADHD diagnosis.
Backed by 2 papers
A tablet app that guides medical teams through the official steps of a difficult airway rescue.
Software that verifies if ADHD brain scans are high enough quality to be used in large research studies.
A toolkit to prioritize weight-loss drugs for the sickest patients first when supply is limited.
Backed by 2 papers
A system for insurance companies to approve ADHD brain-training only when it shows real progress.
Backed by 2 papers
A service for hospitals to track how long labor takes and see if delays lead to more complications.
An app for adults finishing an ADHD skills group to help them practice new habits over the next six months.
Backed by 2 papers
A clinic kit that uses waist measurements instead of weight to track how well heart patients are responding to medication.
A highly focused, evidence-backed valorization play that turns a costly waste stream into a high-value clean-label ingredient using a specific, documented microbial strain.
A high-utility clinical documentation tool that digitizes a recognized (though debated) medical standard to streamline high-stakes legal and compensation workflows.
Backed by 9 papers
A study app with flashcards based on a textbook for doctors training in intensive care.
A highly focused, commercially viable CRO service that turns a specific research finding into a standardized lead-optimization tool for the 'exercise mimetic' drug and nutraceutical market.
Backed by 2 papers
A pharmacy service that checks a patient's blood pressure every time they refill their ADHD medication.
Backed by 2 papers
A tool for doctors to identify heart health risks in adults with ADHD.
Backed by 3 papers
A lab alert that tells doctors if a child's high iron marker is caused by obesity rather than a disease.
Backed by 2 papers
A screening process for ADHD clinics to find and manage drug addiction risks in adult patients.
Backed by 4 papers
A highly pragmatic workflow tool that operationalizes a specific, mandated clinical standard (ADA 2026) to close a known gap in diabetes care.
A 10-minute digital test that measures actual changes in attention and memory for ADHD therapy.
Backed by 2 papers
A data feed that helps baby product companies predict demand based on final official birth counts.
A home kit with a ketone meter and a plan to help people with diabetes avoid a medical crisis.
Backed by 2 papers
A tablet tool showing lung cancer patients the trade-off between a stronger drug combo and more severe side effects.
A simulator that teaches doctors how to correctly place protective stents in the pancreas.
A blood test for children starting chemotherapy to identify those at high risk for permanent hearing loss.
Backed by 5 papers
A dashboard for health systems to see how many patients have combined heart, kidney, and metabolic issues.
Backed by 3 papers
A research program that provides data to vitamin D brands on how the supplement prevents illness in athletes.
Backed by 3 papers
A service that uses birth data to tell school districts how many kindergarteners to expect in five years.
A follow-up screening tool for 13-14 year-olds to ensure ADHD is not missed as they start high school.
Backed by 2 papers
A calculator that gives safe ventilator settings based on a child's age and weight.
A kit for drug trials that groups participants by how their eyes respond to light to find the best matches for new medicines.
A service that helps hospitals update their sepsis tracking systems without breaking their historical data.
Backed by 2 papers
A parent program for childhood ADHD that focuses on changing the home environment to reduce triggers.
Backed by 2 papers
A pragmatic, high-utility clinical protocol that shifts GLP-1 prescribing to specialists to accelerate kidney protection, though it functions more as a consultancy/workflow tool than a proprietary product.
Backed by 2 papers
A wearable sensor that proves a light-therapy device is actually reaching the target area of the brain.
Backed by 2 papers
A highly practical, evidence-backed clinical workflow tool that transforms a passive vital sign into a structured titration loop for a high-risk population.
A two-minute gambling risk check for young adults with ADHD to catch problem betting early.
Backed by 2 papers
A service that audits parent-training manuals to ensure they teach actual skills rather than just giving lectures.
Backed by 2 papers
A highly focused, evidence-backed operational tool that solves a specific systemic failure point (the age-18 cliff) with a clear ROI for health systems.
Backed by 2 papers
A screening tool that helps doctors spot quiet, daydreaming patients who might be missed by standard ADHD tests.
Backed by 2 papers
A supervised 12-week exercise program for cancer centers to help patients recover from extreme fatigue.
Backed by 10 papers
A highly focused diagnostic tool applying proven isothermal amplification technology to a specific, high-prevalence parasite problem in a neglected aquaculture market.
Backed by 4 papers
Software that gives ADHD doctors a checklist of physical health screenings based on large-scale medical data.
Backed by 3 papers
A highly focused clinical decision support tool that digitizes a specific, high-stakes set of guidelines to reduce avoidable surgical complications.
A coaching program for adults with early kidney disease to manage blood pressure and weight to slow the illness.
Backed by 2 papers
A four-week virtual reality course delivered in clinics to help children with ADHD improve their attention.
Backed by 3 papers
A lab service for drug trials that measures if a medicine restores immune cells to a healthy, active level.
Backed by 8 papers
A program that monitors heart risk for a year for women who had complications during pregnancy.
A genetic test for children with family histories of ADHD to find single-gene causes for the condition.
Backed by 2 papers
A testing service for nutrition brands to prove their ingredients reduce the specific inflammation that damages muscles.
Backed by 3 papers
A card for doctors to help them decide whether to keep a heart patient on their current diabetes drug or switch.
Backed by 2 papers
An alert for doctors that flags unexpected weight loss in heart patients as a warning sign for heart attacks.
A digital therapy module that teaches adults with ADHD how to better manage their emotional reactions.
Backed by 3 papers
An app for cardiologists that flags patients whose kidney function increases their risk of heart problems.
Backed by 3 papers
A lab test to verify if a supplement actually helps muscles repair themselves after exercise.
Backed by 3 papers
A tablet tool helping bladder cancer patients choose between surgery alone or surgery with medication.
A system that monitors the siblings of a child with ADHD to catch symptoms in them as early as possible.
Backed by 3 papers
A pragmatic, low-cost diagnostic wedge that leverages existing lab infrastructure to provide a biological 'proof of engagement' for GLP-1 therapy independent of weight loss.
Backed by 3 papers
A blood panel for team doctors to track athlete recovery using a marker that matches how sore a person feels.
Backed by 3 papers
A testing and dosing service to ensure every member of a sports team or military unit has enough vitamin D for winter.
Backed by 4 papers
A tissue test that scores prostate cancer to see if it is driven by a specific growth protein.
Backed by 4 papers
A lab service that checks if repurposed drugs are actually activating the intended pathways in brain-disease trials.
A highly focused, actuarially-grounded data product that converts epidemiological projections into a high-value pricing wedge for a specific, high-budget insurance niche.
A test for sports supplements to see if they stop the immune system drop caused by extreme exercise.
Backed by 2 papers
A bedside app that tells medical teams how to set up a ventilator immediately after intubation.
Backed by 2 papers
A clinic tool that matches children with ADHD to the best non-drug treatment based on their brain profile.
Backed by 16 papers
A high-evidence, focused diagnostic tool that transforms fragmented lab-based VR-CPT research into a standardized clinical product for pediatric ADHD assessment.
Backed by 3 papers
A highly feasible, evidence-backed protocol for reducing muscle damage via the repeated-bout effect, though it faces significant challenges in monetization as a standalone 'product' versus a standard clinical practice.
Backed by 3 papers
A high-utility wearable that replaces invasive lactate testing with a non-invasive NIRS-based threshold proxy, backed by strong physiological correlation data.
Backed by 3 papers
A 12-week exercise plan for kids with ADHD that uses a heart-rate monitor to track progress.
Backed by 3 papers
A guide to help parents and doctors choose the first ADHD medication for a preschooler.
Backed by 2 papers
A high-utility clinical workflow tool that leverages strong meta-analytic evidence to capture a significant, underserved comorbid population in high-yield settings.
Backed by 3 papers
A national database to track the long-term safety and effectiveness of weight-loss drugs.
Backed by 2 papers
A dashboard for doctors that tracks daydreaming and mental fog separately from other ADHD symptoms.
Backed by 3 papers
A school screening tool that uses a step-test and BMI to find children who are both overweight and unfit.
Backed by 3 papers
A detailed dataset of rat airway measurements for companies building software to model inhaled drugs.
A fitness program for children with obesity that focuses on activity levels instead of weight.
Backed by 3 papers
A digital check-in for young adults to track if ADHD symptoms return after they seemed to go away.
Backed by 4 papers
A bedside tool that tells ICU nurses the target blood pressure for sepsis patients based on their age.
A self-guided program for adults newly diagnosed with ADHD to understand their strengths and challenges.
Backed by 3 papers
A sleep program designed specifically for the way ADHD brains work to help adults treat insomnia.
Backed by 3 papers
A highly focused, evidence-backed audit service that converts a known medical ambiguity (sterile vs. infectious URTI) into a tangible facility remediation project for elite swim programs.
Backed by 2 papers
An analytics tool for health agencies to see if racial gaps in ADHD care are caused by getting into the clinic or staying in care.
Backed by 3 papers
A high-utility clinical tool that addresses a specific, evidence-backed diagnostic failure point in the rapidly growing adult ADHD telehealth market.
Backed by 4 papers
A tool that automatically triggers a full metabolic health check when a doctor diagnoses a patient with PMOS.
Backed by 2 papers
A pragmatic, high-utility tool that replaces subjective recovery markers with objective force data, though it faces stiff competition from established hardware incumbents.
Backed by 3 papers
A shared data service that helps doctors understand if a child's daydreaming score is high compared to other kids their age.
Backed by 2 papers
A public registry that tracks and compares ADHD waiting times across different healthcare providers.
Backed by 3 papers
An app that guides children through a 20-minute workout to boost their focus right before they start homework.
Backed by 2 papers
Software that looks at brain scans to tell if a teen's symptoms are caused by ADHD or drug use.
Backed by 6 papers
A tool that maps the previous owners of digitized library books to help historians trace intellectual links.
A screening app for women that identifies ADHD symptoms and creates a report for their doctor.
Backed by 4 papers
A focused, high-utility tool that transforms VR-CPTs from a one-time diagnostic event into a longitudinal titration tool, solving a specific clinical pain point in ADHD medication management.
Backed by 2 papers
A highly focused, low-risk B2B service that turns a specific lab finding into a standardized CRO product for pharmaceutical risk mitigation.
Backed by 3 papers
A tool that alerts the siblings of a newly diagnosed ADHD adult to get checked for related physical health risks.
Backed by 5 papers
A high-utility, evidence-backed tool that solves the 'diagnostic bottleneck' by shifting from labels to functional barriers, though it faces significant adoption hurdles in rigid school bureaucracies.
Backed by 3 papers
A remote exercise and diet program to get pancreatic cancer patients stronger before they have major surgery.
Backed by 2 papers
A quick survey that tracks all types of nicotine use, including vapes and pouches, for medical records.
A focused application of VR-CPT technology to address the specific diagnostic gap in female ADHD, though it closely overlaps with existing catalog ideas.
Backed by 5 papers
A highly focused, evidence-backed tool that solves a specific regulatory pain point for ultra-rare disease drug developers.
Backed by 4 papers
A bedside screen for people in labor that shows a realistic timeline of their progress toward active labor.
A quick blood test for medics to tell if a person has simple muscle soreness or dangerous organ damage.
Backed by 2 papers
A high-utility clinical routing tool that leverages transdiagnostic research to reduce referral churn and 'ping-ponging' between behavioral and neurodevelopmental services.
Backed by 4 papers
A testing service that verifies if longevity supplements actually trigger the biological pathways they claim.
Backed by 2 papers
A report that predicts where an inhaled drug will hit specific lung cells to find potential toxicity risks.
A tool that calculates how much money is lost by the government when adults have to wait too long for ADHD care.
Backed by 3 papers
A clinically sound application of ctDNA for MRD monitoring, but lacks novelty as it describes a service already offered by the named beneficiaries (Guardant, Natera).
Backed by 2 papers
A highly focused, evidence-backed screening service that leverages existing regulatory mandates in Central Europe to target the world's highest-prevalence MetS population.
Backed by 2 papers
A 15-minute light-flash eye test that helps doctors tell the difference between ADHD and autism in children.
Backed by 2 papers
A high-evidence, specialized audit tool that transforms a novel research finding into a concrete KPI for education authorities to identify and replicate high-performing ADHD support environments.
Backed by 2 papers
A test for team medics to find athletes at high risk for stress fractures after a hard race.
Backed by 2 papers
A highly focused diagnostic tool for elite sports medicine that solves a specific, high-cost clinical ambiguity using a combination of existing PCR and cell-counting techniques.
Backed by 2 papers
A logical but low-moat service play that bundles existing treatments; it lacks a proprietary edge and faces significant regulatory and supply-chain headwinds regarding stimulant prescriptions.
Backed by 3 papers
An MRI tool that measures how a child's brain handles impulse control to identify ADHD risk.
Backed by 2 papers
A timed exercise program for seniors to boost their immune systems before winter virus season.
Backed by 2 papers
An augmented-reality app that turns daily chores and school routines into missions for kids with ADHD.
Backed by 3 papers
A high-value, specialized consulting-as-a-service offering that converts complex longitudinal research methodology into actionable clinical trial design and treatment sequencing strategies.
Backed by 2 papers
A logging tool for employees with ADHD to map when they focus best and plan their workday around it.
Backed by 2 papers
A high-utility recruitment infrastructure that operationalizes the transdiagnostic shift in neurodevelopmental research to reduce trial noise and increase statistical power.
Backed by 3 papers
A weight-management program for women with ADHD who are planning to get pregnant.
Backed by 3 papers
A blood test for seniors to see if walking programs are improving their immune system balance.
Backed by 13 papers
A simple urine dipstick for endurance athletes to check their own muscle damage and inflammation after a race.
Backed by 5 papers
A pragmatic, high-leverage screening integration that leverages the high attendance rate of well-woman visits to address a newly quantified global health disparity in metabolic syndrome.
Backed by 2 papers
A wearable app that limits daily exercise for cancer survivors based on their body's recovery signals.
Backed by 3 papers
A high-utility, low-complexity screening tool that leverages existing clinical provocation methods to provide a predictive risk profile for sterile airway inflammation in elite winter athletes.
Backed by 2 papers
A high-potential pharmacogenomic tool that targets a specific, underserved gap in ADHD treatment (non-responders) using a focused genetic wedge, though it requires prospective validation to prove clinical utility.
Backed by 4 papers
A service that lends locust traps to farmers and buys the insects to make animal feed.
Backed by 3 papers
A blood test that predicts how sore an athlete will be in three days, taken shortly after a game.
Backed by 5 papers
A contract template that ensures AI vendors only get paid if their tools actually improve patient outcomes.
Backed by 3 papers
A test that checks if a patient's tumor has become responsive to certain drugs after a vaccine.
Backed by 2 papers
A focused B2B demand-forecasting tool that translates epidemiological projections into actionable supply-chain volumes for pharmaceutical manufacturers in emerging markets.
A simple testing kit for pharmacies to find early-stage kidney disease using a finger-prick and blood pressure check.
Backed by 2 papers
A highly focused clinical decision-support tool that leverages longitudinal ABCD study data to move from generic comorbidity screening to personalized, subdimension-driven surveillance.
Backed by 2 papers
A highly focused infrastructure planning tool that converts epidemiological projections into concrete hardware and staffing requirements for global health ministries.
Backed by 6 papers
A high-utility preclinical screening service that converts a specific genetic finding (CDH2) and GWAS data into a mechanistic 'go/no-go' toolkit for biotech drug development.
Backed by 7 papers
A blood test after exercise to help doctors objectively diagnose Chronic Fatigue Syndrome.
Backed by 2 papers
A decision card for patients on long-term ADHD meds to compare their symptom improvement against their heart health risks.
Backed by 3 papers
A school tool that alerts teachers when ADHD symptoms rise so students can get academic help early.
Backed by 9 papers
Software for health records that manages the transition from the name PCOS to the new name PMOS.
A highly focused clinical wedge targeting a specific, evidence-backed diagnostic gap in the 65+ population with a low-friction implementation path.
Backed by 3 papers
A blood test that tells oncologists how much DNA damage a chemo dose caused so they can adjust the next dose.
A high-utility B2B validation service that solves a critical trust gap in the ADHD digital health market by quantifying generalization and placebo effects.
A tool for maize farmers to see if trapping locusts for money is better than using chemicals.
A design audit for ADHD apps to replace points and badges with rewards that actually motivate children.
Backed by 2 papers
A test that identifies the biological cause of cancer fatigue to track if treatment is working.
Backed by 3 papers
An MRI analysis tool that checks for specific brain structure patterns common in adults with ADHD.
Backed by 3 papers
A shared registry where hospitals pool data to see which health AI tools work best in different settings.
Backed by 3 papers
A high-leverage placement tool that transforms a specific research finding—that school choice disproportionately impacts high-inattention children—into a professional decision-support service.
Backed by 5 papers
A low-complexity chemical additive play that leverages known alkaline softening effects to reduce industrial energy costs for specific African legumes.
Backed by 4 papers
An app that helps parents swap out reward charts that don't work for methods that build a child's own drive.
Backed by 3 papers
A report for city planners and investors flagging areas where deaths are outnumbering births.
Backed by 2 papers
A report that suggests the best combination of drugs based on the specific drivers of a patient's tumor.
Backed by 4 papers
An app for parents that flags harmful phone and computer use patterns linked to ADHD rather than just counting minutes.
Backed by 2 papers
A specialized fermentation process to enhance the antioxidant profile of wheatgrass juice, though it lacks a clear commercial wedge beyond a generic 'better' ingredient.
Backed by 3 papers
A guided group writing program for adults with ADHD to share experiences and support each other.
A tool for historical crime writers that flags poisons or tests that didn't exist during the story's time period.
A screening tool for schools and doctors to spot ADHD in girls who are quiet or daydream rather than disruptive.
Backed by 3 papers
A service that measures growth signals directly inside an athlete's muscle during a workout.
Backed by 3 papers
A focused clinical decision support tool that leverages a specific, quantified maturation delay to resolve borderline pediatric ADHD cases, though it faces significant headwinds from conflicting longitudinal data.
Backed by 6 papers
A brain-training service that stops treatment if the patient isn't showing measurable improvement.
Backed by 2 papers
A focused clinical decision-support tool that reduces ADHD misdiagnosis by enforcing multi-instrument screening for high-prevalence comorbidities.
Backed by 6 papers
A lab test for MS clinics to help doctors find the exact amount of exercise a patient needs for therapy.
Backed by 3 papers
A supplement kit and schedule that protects muscles from damage only on the days athletes need it most.
Backed by 3 papers
A blood test for athletes to warn them when their immunity is too low to fight off camp infections.
A curriculum for student ADHD coaches that focuses on the student's overall happiness and confidence.
Backed by 2 papers
An in-clinic laser treatment for adults with ADHD that includes a quick test to show immediate results.
Backed by 3 papers
A blood test for elite athletes to see if their bodies are clearing inflammation properly after a workout.
Backed by 3 papers
An app where children with ADHD can tell their doctor how their medication feels in their own words.
Backed by 4 papers
A test to find prediabetics who don't respond to exercise, so they can be given specific medication.
Backed by 2 papers
A clever psychological wedge to improve patient retention in obesity programs, but fundamentally flawed by the leap from mouse tissue markers to human circulating biomarkers.
Backed by 4 papers
A motion-sensing game that turns helpful exercise into quests for children with ADHD.
Backed by 3 papers
A simple card helping doctors and patients decide if a cholesterol injection is right for someone who has never had a heart attack.
A game that teaches children with ADHD how to plan their approach to a task and review what worked.
Backed by 3 papers
A quick eye test for children on ADHD medication to confirm their diagnosis without needing to stop their medicine first.
A high-risk, high-reward behavioral intervention that attempts to translate rodent-based anti-inflammatory exercise findings into a consumer health protocol, though it faces significant medical liability and evidence gaps.
Backed by 4 papers
A research tool that analyzes historical death records to see if the symptoms match poisons known at the time.
A diagnostic testing kit designed for aquaculture farmers in Southeast Nigeria to detect high-prevalence parasites (specifically Neoechinorhynchus sp. 2) in Hepsetidae and Cichlidae fish populations.
A high-potential discovery tool that leverages existing knowledge-graph techniques to bridge the gap between pharma and agri-chem, though it faces significant data ontology hurdles.
Backed by 4 papers
A focused clinical decision-support tool that transforms vague exercise advice into precise, evidence-based prescriptions for psychiatric patients, addressing the critical gap between clinical efficacy and patient adherence.
Backed by 2 papers
A focused, biologically grounded diagnostic tool that leverages a specific cytokine response to provide a concrete 'adaptation' metric for athletes.
Backed by 7 papers
A clinically grounded tool that shifts from categorical diagnosis to dimensional EF profiling, though it faces significant headwinds from established diagnostic billing codes and entrenched clinical workflows.
Backed by 2 papers
A map for drug companies showing which cancer targets are already crowded and where there are gaps.
Backed by 3 papers
A blood test for autoimmune patients to check if exercise is successfully removing harmful immune cells.
Backed by 2 papers
A professional service that helps medical groups rename stigmatizing diseases using a rigorous, fair process.
A well-reasoned behavioral intervention that smartly combines mechanism-specific gaming with parent-led generalization to avoid the common pitfalls of digital ADHD tools.
Backed by 3 papers
A blood test for heart doctors to see if beta-blockers are suppressing a patient's immune response.
A biopsy test that checks if a patient's muscle cells can still grow and heal after an injury.
Backed by 3 papers
A high-end diagnostic service for executive health that synthesizes multi-modal biomarkers to quantify allostatic load and biological aging.
Backed by 5 papers
A promising specialized accessibility tool that translates clinical EF profiles into UI adaptations, though it faces significant hurdles in user onboarding and integration.
A useful but low-moat clinical decision support tool that attempts to unify siloed thoracic specialties, though it relies on generic medical knowledge rather than a proprietary technical breakthrough.
Backed by 2 papers
A high-utility utility tool addressing a documented systemic pain point, though it faces significant data-access hurdles from pharmacies.
Backed by 3 papers
A tool for doctors that compares a girl's brain scans to other girls to help diagnose ADHD more accurately.
A high-potential precision medicine play that transforms ADHD from a behavioral diagnosis to a biological one, though it faces significant hurdles in biomarker accessibility.
Backed by 2 papers
A high-risk, high-reward biologic play that attempts to translate mouse-model angiogenic priming into a clinical pre-surgical kit for diabetic patients.
Backed by 4 papers
A clinic process that schedules exercise right before a vaccine to help the body respond better.
A high-risk pharmacological hypothesis based solely on rodent data that lacks a clear commercial product wedge beyond a standard clinical trial path.
Backed by 2 papers
A high-potential diagnostic concept that is currently too vague and over-scoped to be a viable product, lacking a specific set of validated biomarkers to target.