Mendel.ai

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

“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

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

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

Very proud of our paper with UMass. Mendel’s Hypercube offers what the clinical community expects from AI: faithfulness.

#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

At SXSW 2024, Karim Galil, M.D. and Lawrence LaPointe from Quest Diagnostics discussed the importance of guardrails to limit hallucinations. Clinical AI must be explainable and consistent to truly serve its purpose. If an AI makes a decision, users need to understand why. This requires robust guardrails against inaccuracies and hallucinations. #clinicalreasoning #ClinicalAI #HealthcareInnovation #AIExplainability #PatientSafety #AIInHealthcare #MendelAI Watch the full video here: https://lnkd.in/gmXQzFpQ

Partnership Announcement: Mendel.ai x Google We are thrilled to see Mendel AI featured in the latest Google article by Sumeet Ranu and Matt Chaban “Can Gen AI Bring Order to Medical Records? This Startup is Giving it a Shot.” Gemini gems — AI summary: - Rationalizing electronic health records can be a big challenge, given technical language and strict privacy regulations. - Mendel, a San Jose-based startup, has developed unique AI models that can reason and unlock the vast potential of clinical data warehouses. - “Dr. Galil’s vision is to accelerate the adoption of AI in healthcare, with the ultimate goal of improving patient outcomes and revolutionizing the field.” Read the full article from Google and discover how Mendel AI is contributing to the future of healthcare: https://lnkd.in/df_qhKju #AI #HealthcareInnovation #ClinicalAI #TechAdvancements #ClinicalReasoning

At Imagination in Action at Massachusetts Institute of Technology's MIT Media Lab, Karim Galil, M.D. gave a Ted Talk-style presentation on Clinical AI. Please watch the short for a summary of his talk. The full talk is here: https://lnkd.in/gsiwNfgN Get a Demo: https://lnkd.in/ghDuVrxU

We are proud to announce our continued partnership with Nvidia by joining Nvidia's Inception Program. The program will enable Mendel to have dedicated resources to the latest and best-in-class generative AI services offered by Nvidia, including NIMs, NEMO, foundation models, and other services. Furthermore, we are excited for the opportunity to collaborate in the future with product and AI teams at Nvidia to build and scale generative AI solutions for life sciences. Special thanks to our Nvidia team for making this happen! Kyle Hatley Renee Y. Chelsea Sumner, PharmD, Rph, Clarissa Eyu 楊景婷, Janette Ciborowski, Olivia Bass Read the full press release here: https://lnkd.in/gZzgZhqT Free Demo of Hypercube here: https://lnkd.in/ghDuVrxU