Transforming Healthcare Marketing: Unleashing the Power of Large Language Models using Drug-GPT™

May 12, 2023

Transforming Healthcare Marketing: Unleashing the Power of Large Language Models using Drug-GPT™


In today’s data-driven world, breakthroughs in artificial intelligence (AI) have paved the way for remarkable advancements across industries, including healthcare. Among these innovations, Large Language Models (LLMs) have emerged as powerful tools, revolutionizing how healthcare companies harness the potential of AI. In this article, we will explore the fascinating world of LLMs, delve into how healthcare companies are leveraging them and highlight the unique approach employed by Talking Medicines with its very own curated instance of the LLM GPT, Drug-GPT™.


What is a Large Language Model (LLM)?

At its core, an LLM is an advanced AI system designed to understand and generate human-like text. These models are trained on vast amounts of data, learning the intricacies of language, grammar, and context. By analyzing patterns and structures in text, LLMs, such as GPT (Generative Pre-trained Transformer), acquire the ability to generate coherent and contextually relevant responses.1 Their vast knowledge and language processing capabilities make them invaluable in various applications, including natural language understanding, content generation, and intelligent conversations.


The Role of LLMs in Healthcare Companies

Healthcare companies have recognized the immense potential of LLMs in transforming their operations. By harnessing the power of LLMs, these organizations can derive meaningful insights, improve decision-making processes, and ultimately enhance patient care.2 Some key applications of LLMs in healthcare so far include:

a) Clinical Decision Support: LLMs can analyze vast amounts of medical literature and clinical guidelines to provide evidence-based recommendations for healthcare professionals (HCPs), assisting in diagnosis, treatment planning, and personalized care.

b) Drug Discovery and Development: LLMs aid in identifying patterns and potential drug candidates by analyzing molecular data, scientific literature, and clinical trials. This accelerates the drug discovery process and helps researchers make informed decisions.

c) Enhanced radiology diagnostics: By analyzing medical imaging scans, the models assist radiologists in detecting and prioritizing abnormalities, ultimately leading to faster and more accurate diagnoses.


What is Drug-GPT™ and how is it different to other uses of LLMs in healthcare?

Imagine having a virtual focus group at your fingertips – that’s exactly what Drug-GPT™ offers. By leveraging our carefully curated data, Drug-GPT™ provides insightful responses to questions posed to patient and HCP populations. Drug-GPT™ is a Talking Medicines powered licensed GPT model that has meticulously optimized parameters and is used only on highly accurate classified patient and HCP data. The way we have set up our tool, and the data that sits behind it differentiates us significantly from others in the LLM healthcare space.

The quality of our data: We cannot stress enough the importance of high-quality data in the GPT framework. Garbage in, garbage out – the quality of inputs directly impacts the outputs. That’s why we prioritize sourcing and curating reliable data to ensure the best possible outcomes for our users. With years of experience in understanding the language and preferences of patients and HCPs, we have honed our expertise in deciphering conversations about various medicines and therapy areas. Leveraging this extensive knowledge, we have developed proprietary classifiers that scrupulously sift through enormous volumes of social data. These classifiers enable us to extract authentic patient and HCP accounts. We then feed these vetted socially sourced posts to Drug-GPT™ for further analysis and structuring to provide a high quality and actionable output.

Transparency: This is paramount in our approach. Our instance of GPT is only allowed to respond to the question posed using the validated information we provide it with, this ensures that the information users receive is reliable, trusted and represents what patients and HCPs are actually saying. When Drug-GPT™ encounters a question beyond its knowledge scope, it responds with a humble “I don’t know.” This ensures integrity and prevents the dissemination of incorrect or misleading information. You can experience PatientMetRx® Drug-GPT™ for yourself using our sales demonstrator which serves as a gateway for users to explore and comprehend the conversations surrounding Multiple Sclerosis – whether it be key topics, medicines and more. The tool gives the user an idea of the questions that can be asked and the corresponding valuable patient and HCP insights that can be accessed, allowing for a comprehensive understanding of the experiences, perspectives, and opinions within a particular group of individuals.


Why use Drug-GPT™?

The value proposition of our tailored GPT is profound. Here are the key aspects that distinguish our offering:

a) Reliable and Accurate Insights: Drug-GPT™ is trained on high-quality, validated healthcare data, ensuring the accuracy and reliability of the insights it provides. Healthcare marketing agencies can leverage these insights to drive informed decision-making and creative content.

b) Time and Resource Efficiency: By automating tasks such as data analysis, information retrieval, and content generation, Drug-GPT™ saves valuable time and resources. This allows professionals to focus on what they do best, creating game changing, inspiring and beautiful creative content.

c) Real-time Virtual Focus Group: Drug-GPT™ facilitates in effect an instantaneous interaction with virtual patient and HCP groups, offering timely and accurate answers to questions posed.

d) Measurement and Population Analysis: With Drug-GPT™, you have the flexibility to ask questions at different points in time and target these questions to specific groups within a population. This versatility empowers you to extract meaningful insights and make informed decisions tailored to your unique requirements.

By harnessing the capabilities of Drug-GPT™, you gain access to a valuable resource that empowers data-driven decision-making, saves time, helps optimise resources, and provides reliable insights from validated voices of patients and HCPs. It’s a cutting-edge tool designed to revolutionize insight and creative generation in the healthcare marketing industry.


  1. What is a large language model (LLM)? – TechTarget Definition
  2. Revolutionizing Healthcare: The Top 14 Uses Of ChatGPT In Medicine And Wellness (

About PatientMetRx®

PatientMetRx® is an AI accelerated machine learning platform that has turned the liberation of patient sentiment on its head through data science to create a single source of truth about feelings, attitudes, and behaviors. People describe their healthcare experiences through stories on social media, interviews, and research. PatientMetRx® uses advanced data science and technology including its own specialized LLM’s (Drug-GPT™) to structure signals at scale to make the complex simple. Tracking actionable insights and mapping across the patient journey comparing HCP and Patient Voices.  Keep your finger on the pulse by putting the Patient Voice at the center of strategies. If you’re wanting to stay ahead of the curve in this rapidly changing industry then try it out today.



Gold Winner of 2023 PM360's Trailblazer Award. We are the market leaders liberating Patient, HCP, DOL, KOL voice from social sources through data science.

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