John Snow Labs

Did you know that our Models Hub contains over 100k Models and Pipelines in various languages? Find all available models, here: https://hubs.li/Q030B6jW0 #healthcareai #datascience #ai #ml #dl #healthcaemodel #digitalhealthcare #transferlearning #bigdataanalytics #dataannotation #datascience #SparkNLP #python

At John Snow Labs, we’re celebrating the holiday season by reflecting on how #AI can drive positive change. From improving healthcare outcomes to enhancing business operations, AI continues to transform industries for the better. We’re therefore excited to remind you about our open-source tool, LangTest—a free platform that helps deliver safe and effective language models. LangTest offers 60+ test types for comparing LLM and NLP models on critical factors such as accuracy, bias, fairness, robustness, and more. It’s just one example of how technology can help us build trustworthy and impactful AI systems. https://hubs.li/Q030B2bV0 This holiday season let’s remember how technology can give back and help us create a better tomorrow. #AIforGood #Innovation #Healthcare #TechForGood #LangTest #OpenSource #HappyHolidays #SeasonOfGiving

We would like to thank all for an amazing 2024! With your help, we’ve been able to grow our free & open-source initiatives and have several milestones to celebrate together this holiday season: Highlights of 2024: - Delivering the #MedicalChatbot platform - Delivering Healthcare-Specific #LargeLanguageModels tuned for the tasks of clinical text summarization, clinical information extraction, and biomedical question answering. These Medical Language Models are designed to run within each organization’s environment, for privacy and compliance reasons, without calling an external API. - Achieving a public, reproducible accuracy of 91.85% by John Snow Labs’ #MedicalLLM on the Open Medical LLM Leaderboard, providing best-ever accuracy and significantly outperforming models such as GPT-4, Med-PaLM2, and Llama derivatives. - Providing the open-source community with natively scalable pipelines for batch inference of LLMs on commodity hardware. This functionality is now part of the Spark NLP open-source library, - #SparkNLP has crossed 120,000,000 downloads this year, with daily downloads growing by 30% compared to 2023. #LLM #MedicalAI #HealthcareAI #AIInHealthcare

John Snow Labs’ Medical LLM: Setting the Standard in #HealthcareAI In blind evaluations by healthcare professionals, John Snow Labs’ #LLM consistently came out on top for factuality, relevance, and conciseness. Our models are purpose-built for the complexities of healthcare, enabling clinicians to make faster, more informed decisions with confidence. We’re excited to highlight how John Snow Labs’ Medical LLM excels in addressing critical tasks in healthcare AI, demonstrating exceptional performance in areas like summarization, question-answering, open-ended tasks, and biomedical research. Summarization: Delivering concise, accurate summaries of clinical notes and reports. Question Answering (QA): Excelling in context-specific answers for patient care and research. Open-Ended Tasks: Providing insightful, nuanced responses to complex queries. Biomedical Research: Outperforming in accuracy and relevance when analyzing scientific literature. What sets us apart? - Superior accuracy in medical summarization and QA. - A focus on healthcare-specific use cases that deliver real-world impact. - Optimized performance, even on commodity hardware, for accessible and scalable deployment. Transform your healthcare AI workflows with John Snow Labs' Medical LLM on SageMaker: https://hubs.li/Q02_ZxG20 #HealthcareAI #MedicalLLM #NLP #GenerativeAI #MachineLearning #AIinMedicine #JohnSnowLabs #SageMaker #DataScience #HealthcareInnovation

Combine computer vision, OCR, and NLP models to classify documents, extract normalized entities and figures, find signatures on forms, extract data from tables, and de-identify images. Learn more: https://hubs.li/Q02_Hm040 #nlp #naturallanguageprocessing #DataScience #DataEngineering #DataAnalysis #DataInsights #TextProcessing #DeepLearning

💡 Unlock the Power of #NLP in #ClinicalTrials! John Snow Labs’ #HealthcareNLP & #LLM library is transforming clinical research by automating the extraction of cancer-related information from medical records. From faster patient enrollment to more accurate trial outcomes, this technology is paving the way for precision medicine. Learn more: https://hubs.ly/Q02_HmJx0 #LargeLanguageModels #MedicalAIApplications #AIinHealthcare #LLMs #HealthcareLLMs #GenerativeAI #HealthcareAI #MedicalLLMs #NLP #DICOM

John Snow Labs' Biomedical Literature Review tool is designed for researchers who need to go beyond PubMed Search / Elicit / Consensus for AI-assisted systematic reviews. Build projects with complex search criteria, and inclusion & exclusion lists. Search on multiple public research databases updated daily. Most importantly, you can add your private knowledge base to your organization. Blog post - overview of the literature review tool: https://hubs.ly/Q02_Hm010 Start a free trial: https://hubs.ly/Q02_Hm6y0 #HealthcareAI #GenAI #LLMs #DataScience #NLP #DigitalHealth #MedicalChatbot

A big thank you to the tens of thousands of #NLP experts, #datascientists, engineers, and more who participated in over 250 detailed sessions on the latest advancements in open-source tech, finance solutions, and healthcare AI. Over the past five years, your technical skills and involvement have driven the growth and innovation behind the #NLPSummit. If you missed this year’s sessions, you can still catch up by watching the recordings, where industry leaders shared valuable insights: https://hubs.li/Q02_HmJq0 #GenerativeAI #LargeLanguageModels #ResponsibleAI #RAG #HealthcareAI #ClinicalLLM #PromptEngineering #MedicalGPT #DigitalHealth #DigitalTransformation

Functional medicine emphasizes personalized, systems-based care focused on root causes, prevention, and long-term health improvement. However, mainstream tools often lack the depth required to support this methodology. #FunctionalMind™, powered by John Snow Labs, bridges this gap with a groundbreaking AI-driven solution. Leveraging the latest advances in #GenerativeAI, FunctionalMind™ provides practitioners with evidence-backed insights tailored to individual patient stories—delivering the precision and efficiency that functional medicine demands. Read more: https://lnkd.in/d7_khq5f #HealthcareAI #FunctionalMedicine #HealthTech #MedicalResearch #PrecisionMedicine

John Snow Labs Medical LLM – Medium Now Available on AWS SageMaker! We’re excited to announce the launch of John Snow Labs’ Medical LLM – Medium on AWS SageMaker JumpStart! This powerful model is designed to transform how healthcare professionals work with clinical data, offering unparalleled accuracy and efficiency. Trained on diverse medical texts, this model is optimized for: - Summarization: Quickly distill detailed clinical notes, patient encounters, and medical reports into concise summaries, preserving critical details to support optimal patient care. - Complex Question Answering: Generate accurate, context-specific answers for open-ended and closed medical queries, enhancing decision-making. - Retrieval-Augmented Generation (RAG): Seamlessly integrate with EHRs, PubMed, and healthcare databases for enriched responses. In a blind evaluation by medical experts, the Medical LLM – Medium consistently outperformed GPT-4o: Text Summarization: Preferred 27% more for factuality, 92% more for conciseness. Question Answering: Preferred 38% more for factuality, 50% more for relevance. For physicians, this model reduces the time spent sifting through documentation, offering rapid insights into patient history, conditions, and treatment protocols. Its capabilities empower timely and informed clinical decisions. Try It on AWS SageMaker JumpStart! AWS SageMaker makes deploying the Medical LLM – Medium simple and scalable. Whether you're using SageMaker Studio’s intuitive interface or the Python SDK, you can get started in just a few clicks. Explore the Model: https://hubs.li/Q02_tVlx0 Read the Blog: https://hubs.li/Q02_vntT0 #MedicalAI #HealthcareInnovation #GenerativeAI #SageMakerJumpStart #ClinicalNLP #JohnSnowLabs #AIinMedicine #HealthcareAI #MachineLearningModels #NLPinHealthcare #EHRIntegration #AIForDoctors #MedicalTechnology #PatientCare #SmartHealthcare