Panacea-ml Overview
Spun out of Ben Gurion University, Panacea-ml is disrupting clinical development with its “Explainable AI” platform. We tackle the main causes of trial failures: patient population heterogeneity, poor trial design, and the limits of biostatistics. Together these problems are responsible for more than 85% of trial failures not related to drugs' mechanism of action, resulting in $70 billion annual waste and declining pharma R&D ROI. Panacea-ml's solution enables faster market access for new therapies with actionable predictive insights empowering clinical development and data science teams to de-risk, accelerate, and optimize trial designs. Our cutting-edge SaaS platform driven by our proprietary explainable AI is designed to redefine clinical development as our technology uncovers causal relationships between clinical markers, disease progression, and drug responses. Unlike traditional AI black-box models, Panacea-ml leverages causal discovery theory with its proprietary graphical models to not only predict clinical trials outcomes by to provide transparent, clinically-relevant insights into the ‘why’ behind the outcomes. This unique approach enhances predictive accuracy and enables actionable insights, improving trial success rates and R&D teams’ productivity. We validated our explainable-AI across 8 trials in areas like Diabetes, ALS, rare diseases, and oncology, where we enabled a 30% reduction in participants without compromising statistical power and a 60% increase in patient retention. Our platform also rescued a development program in diabetes after a failed Phase 3 trial. We target the $6B Data Analytics and Design segment of the $50B clinical trial market, focusing on high-failure areas like neurology and immuno-metabolic diseases. Panacea-ml aims to improve patients’ clinical outcomes, enhance their quality of life and accelerate access to life-treating therapies by redefining clinical development and empower pharma with advanced AI-analytic tools.
Cumulative Funding Raised Over Time ($)
Latest News
| Sector | Health Tech & Life Sciences |
Funding
| Total funding | Undisclosed |
| Last funding | Undisclosed |
| Stage | Pre-Seed |
| Rounds | 1 |
| Investors | 2 |
Team Members
5
Employees: 1-10
Web & Social Links
| Website | www.panacea-ml.com/ |
Locations
Zarhin St 13, Ra'anana, Israel
Photos & Videos
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Panacea-ml Business
Sector
Health Tech & Life SciencesPharma & Medical BiotechnologyDrugs Discovery & DevelopmentTarget Customer
Healthcare & Life SciencesLife SciencesBiotechnologyPharmaceuticalsHealthcareInsurance CompaniesProvidersCore Technology
Platforms & InterfacesAPISoftwareArtificial IntelligenceMachine LearningTags (21)
root-cause-analysisdegenerative-diseasesautoimmune-diseasessaaspredictive-analyticsdigital-healthcareartificial-intelligencehealthcarebiopharmaceuticaldecision-supportpharma-companiesclinical-trialsmachine-learningrare-diseasesdigital-twinoncologydrug-developmentdata-analyticsneurologymetabolic-diseaseclinical-dataGeographic Markets
GlobalJapanItalyIsraelFranceSpainSwitzerlandUnited StatesDenmarkGermanyPanacea-ml Financials
Cumulative Funding Raised Over Time ($)
Private Equity Funding
Panacea-ml Lifecycle
Cumulative Funding Raised Over Time
All Events
Panacea-ml News
6 articlesPanacea-ml Team
Employee Info
| Employees (range) | 1-10 |
| Exact count | 4 |
| Team members | 5 |
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Panacea-ml Internal
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Admin Info
| Confidence | 100/100 |
| Missing | video or image, markets |
| BI Verification | Yotam Maman |
| Registrar ID | 516664000 |
| Creator | Shani Lachmanovich |
| Creator email | shanilachmanovich@gmail.com |
| Last updater | Yanina Wainscheinker |
| Updater email | yanina.wainscheinker@sncentral.org |
| Last update | 2023-03-20T00:00:00.000Z |
| Created | 2020-10-06T00:00:00.000Z |
| Claimed | Yes |