Mendel is proud to announce its AI-driven Hallucination Detection research led by University of Massachusetts Amherst | Research with its paper accepted to the prestigious AI conference - ACM SIGKDD & Annual KDD Conference. As AI continues to integrate into healthcare, addressing hallucinations in LLM outputs will be vital. Our research developed a robust framework to automatically detect and categorize hallucinations into five types. The research tested OpenAI's GPT-4o and Meta's Llama-3 in a pilot study of 100 summaries. Furthermore, our product Hypercube was used as an option to review the summaries, detect hallucinations, and recommend changes to improve the accuracy. Thank you to our authors: Prathiksha Rumale Vishwanath, Simran Tiwari, Tejas Ganesh Naik, Sahil Gupta, Dung Thai, Wenlong Zhao, Sunjae Kwon, Victor Ardulov, Karim Tarabishy, Andrew McCallum, and Wael Salloum, Ph.D. For more information, please see our press release here: https://lnkd.in/gthYWx5b To try Hypercube, sign-up here: https://www.mendel.ai/#CTA
Mendel.ai
Software Development
San Jose, California 13,520 followers
Supercharge your clinical data workflows
About us
Mendel AI is the only clinical AI platform that performs clinical reasoning to supercharge clinical data workflows. Powered by coupling large language models with a clinical Hypergraph, Mendel's AI copilots, known as Hypercubes, offer clinically trustworthy and explainable insights, streamlining tasks like cohort building, chart review, and data discovery. Mendel's solutions cater to biopharma, providers, and diagnostics, integrating seamlessly with existing tools and delivering proven results We strive for excellency, to be authentic and original, and to make a difference by greeting our challenges head on. Please visit our website, mendel.ai, to learn more about our company, goals, and values.
- Website
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https://mendel.ai/
External link for Mendel.ai
- Industry
- Software Development
- Company size
- 51-200 employees
- Headquarters
- San Jose, California
- Type
- Privately Held
- Founded
- 2017
- Specialties
- Artificial Intelligence in Medicine, Treatment Recommendations, Cancer Treatments, Healthcare, Clinical Trials, Oncology, Healthtech, Machine Learning, NLP, OCR, Pharmacovigilance, Feasibility Study, Site Activation, Cohort Identification, Real World Evidence, Real World Data, Patientless Trials, Virtual Control Arm, AI, generative AI, and life sciences
Locations
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Primary
111 W Saint John St
Suite 950
San Jose, California 95113, US
Employees at Mendel.ai
Updates
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Webinar Announcement! Join us on September 24th for an exclusive webinar on Supercharging Clinical Data Workflows with Mendel.ai I and Snowflake! Discover how cutting-edge AI and cloud technologies are transforming the way clinical data is managed, analyzed, and utilized to drive better outcomes. Whether you're in #healthcare, #LifeSciences, or #ClinicalResearch, this session will give you the insights and tools you need to streamline your data workflows and unlock new efficiencies. Don't miss out—register now to secure your spot! https://lnkd.in/eYcQChPt #AIinHealthcare #ClinicalData #MendelAI #Snowflake #Webinar #HealthcareInnovation #ClinicalReasoning #HealthcareAI
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Mendel.ai at SOCRA 2024! We're excited to announce that our very own Arlene Padolina, US Clinical Team Lead at Mendel.ai, will be attending the 33rd Annual SOCRA Conference from September 27-29! If you're attending, this is a great opportunity to connect with Arlene and discuss the challenges and innovations in pre-screening patients for clinical trials. She’s eager to hear from you and share how our AI-driven solutions can help unlock deeper clinical insights. Be sure to check out her post below and schedule some time to meet with her at the conference. Let's advance clinical research together! #SOCRA2024 #ClinicalTrials #AIinHealthcare #Mendelai #ClinicalResearch #clinicalReasoning #HealthcareAI
Meet me at the 33rd Annual SOCRA Conference Sept 27-29. I'd be interested in hearing the challenges you face with pre-screening patients for clinical trials.
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Mendel.ai is proud to have been selected from thousands of companies as a quarterfinalist for the 2024 The Digital Health Hub Foundation - Digital Health Awards. These awards recognize innovations that are truly transforming healthcare, and we're honored to be among the finalists. It was a pleasure connecting with industry leaders at the quarterfinalist event last night. As we look forward to HLTH USA, we're excited to continue driving innovation in healthcare. Samantha Alexander bitewell Cashelle Butler Webb Ritika Khilnani Tiny Health Akifa Khattak, ESQ, MHA, MS Biotech Her Health AI Carla Eckhardt Taracena #DigitalHealth #HealthcareInnovation #MendelAI #HLTH2024 #ClinicalReasoning #HealthcareAI
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We are proud to announce that Hypercube Platform is now on Microsoft Azure Marketplace. Mendel also joined Microsoft for Startups and are excited to continue the momentum and to build healthcare AI solutions together. The full press release is here: https://lnkd.in/gdpMY4Fm Hypercube Marketplace Listing here: https://lnkd.in/gEkDyuAK Thank you Sally Ann Frank, Kevin Li-Kai Kuo, David Rhew, M.D. for the continued partnership.
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Mendel.ai reposted this
“Hallucinations” represent one of the challenges to widespread use of AI and machine learning. In a healthcare setting, the introduction of false information into the algorithms can be especially harmful, says Wael Salloum, Ph.D., co-founder and chief science officer at natural language processing company Mendel.ai https://lnkd.in/gaBxSuMq
As pharma’s AI revolution gets underway, ‘hallucinations’ pose a great risk
pharmavoice.com
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We are proud to announce we have joined Google's Partner Advantage program, and our product Hypercube is now listed on Google Cloud Marketplace. This partnership is a pivotal step in our commitment to equipping life science organizations with the tools needed for informed, data-driven decisions that enhance patient care. Link to the press release: https://lnkd.in/geZ3sPdJ Explore how Hypercube can revolutionize your clinical data workflows on our marketplace listing. Listing: https://lnkd.in/g7xtP94f Thank you Tim Witwer, Andrea McGonigle, and Kashaf Mazhar for making this happen. #AI #HealthcareInnovation #GoogleCloud #LifeSciences #DataAnalytics #MendelAI #ClinicalReasoning
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Mendel.ai reposted this
One of healthcare's biggest challenges is the realization of comprehensive, accurate, and insightful patient records. Mendel.ai, a new startup founded by a doctor and a technologist, thinks it has the cure: Using #generativeAI to tackle medical records. Learn about its innovative approach to AI, combined with the power of Google Cloud technology, and how it's paving the way for a more objective, efficient, and ultimately, human-centered healthcare system → https://goo.gle/3WMZrMA
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Mendel.ai reposted this
Very proud of our paper with UMass. Mendel’s Hypercube offers what the clinical community expects from AI: faithfulness.
Principal for Oliver Wyman Actuarial Consulting leading the Health Data & Analytics team | FSA, CERA, MAAA, PhD
Researchers from the University of Massachusetts Amherst and Mendel have developed a framework for detecting hallucinations in AI-generated medical summaries, which is vital to prevent misdiagnoses and inappropriate treatments. - GenAI, including large language models (LLMs), has shown promise in streamlining nursing documentation and generating medical summaries. - What are AI hallucinations? Hallucinations occur when an AI model generates false or misleading information. LLMs are particularly susceptible to hallucination. - To address this, the research team created a hallucination detection framework for LLMs generating medical summaries. - Testing the framework on 100 medical summaries from GPT-4o and Llama 3, the analysis revealed hallucinations across five categories: patient information, patient history, diagnosis and procedures, medicine-related instructions, and follow-up. - Hallucinations related to chronological inconsistency and incorrect reasoning were also identified. - The team also explored automating hallucination annotation using Mendel's Hypercube system. This promising tool consolidates information from electronic health records, improving initial hallucination detection before human review. https://lnkd.in/ets8YUJQ #AI #ArtificialIntelligence #LLM #NLP #GLM #Health #EHR #Hallucination #RiskAssessment #Healthcare #MedicalSummaries #Diagnosis #Treatment #HallucinationDetection #Research #MedicalResearch
Faithfulness Hallucination Detection in Healthcare AI
openreview.net
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#TGIF With Karim Galil, M.D. Watch him discuss Mendel.ai at #MIT2024 "AI's Impact on Global Healthcare Delivery" with Kim Azzarelli Thank you to our fellow panel speakers Joan LaRovere, MD, MSc, MBA Boston Children's Hospital, Chandler McCann DataRobot and Rob Reed Databricks Massachusetts Institute of Technology 🎥 Watch the full video here https://lnkd.in/e4Q92tWR #CancerResearch #ClinicalReasoning #AI #HealthcareInnovation #Mendel #PrecisionMedicine