by Ehsan Ullah


Coming from pathology background and being a firm AI enthusiast, I was thrilled to be a part of the Pathology Visions 2023 conference held in Orlando. This event is Digital Pathology Association (DPA)’s flagship platform for pathologists, Artificial Intelligence (AI) experts, scientists, and industry from across the globe to converge and exchange insights on the latest advancements in digital & computational pathology.


Pathology Visions 2023 held particular significance for me since I had the honour to present a joint session on the transformative potential of advance Generative AI tools such as large language models (LLMs) and multi-modal models (MMM) in the realm of diagnostic pathology. These tools offer massive window of opportunity for pathologists and AI experts to work together to build the future state of pathology, in the same way these models are transforming other professions and disciplines today.


During my presentation, I touched briefly upon the potential applications of these Generative AI tools and shared some use cases to demonstrate the enormity of their potential for pathology as you can take a glimpse into some of the slides here:


I was delighted to see how well the talk was received by audience. I felt particularly fulfilled to see that the talk prompting a number of very stimulating and highly meaningful discussions with some of the very renowned experts in the field as you can see here:


I was equally impressed by the calibre of the oral and poster presentations throughout the conference, which covered a diverse spectrum of topics, ranging from AI applications in cancer diagnosis to the development of innovative digital pathology tools and the ethical considerations surrounding AI integration within diagnostic and clinical medicine.


Beyond the formal presentations, the conference provided ample opportunities for networking and collaboration. The poster sessions showcased the groundbreaking work of researchers and practitioners from around the world, while the vendor exhibits highlighted the latest technological advancements in digital pathology and AI tools. I found myself immersed in stimulating conversations with fellow pathologists, industry leaders, and software developers, forging connections that will undoubtedly yield future collaborations.


In essence, the Pathology Visions 2023 conference marked an unforgettable experience. It provided an unparalleled opportunity to stay abreast of the latest advancements in digital pathology and AI, while fostering valuable connections with fellow experts in the field. I am filled with anticipation for the continued transformation of the pathology landscape through the transformative power of AI.


Here are my key takeaways from the Pathology Visions 2023

  • The rapid evolution of AI is reshaping the field of pathology, paving the way for a paradigm shift in diagnostic practices.
  • LLMs possess the potential to revolutionize the way pathologists approach diagnosis and treatment, leading to enhanced patient care outcomes.
  • Further research is crucial to develop and validate AI-powered tools specifically tailored for pathology applications.
  • AI integration in healthcare holds immense promise for improving patient care and achieving optimal clinical outcomes.

In addition to these key takeaways, the conference also highlighted the importance of:

  • Standardization and interoperability: Ensuring that AI tools can seamlessly integrate with existing pathology workflows and systems is essential for their widespread adoption.
  • Data quality and management: High-quality, well-curated data is paramount for training and validating AI algorithms.
  • Education and training: Equipping pathologists with the necessary skills and knowledge to effectively utilize AI tools is critical for successful implementation.

I wholeheartedly encourage all pathologists, scientists, technicians, and AI geeks to actively participate in the future Pathology Visions conferences. You can find more information about these events here:


Pathology Visions provide an invaluable platform to stay informed about the latest advancements in the field, while fostering meaningful connections with fellow experts. I extend my sincere gratitude to the DPA for organizing such an exceptional conference. I eagerly await the opportunity to participate in next year's event and continue exploring the exciting frontiers of AI-Geared ‘Intelligence-Based Pathology’.



Ehsan Ullah



Disclaimer: In seeking to foster discourse on a wide array of ideas, the Digital Pathology Association believes that it is important to share a range of prominent industry viewpoints. This article does not necessarily express the viewpoints of the DPA; however, we view this as a valuable point with which to facilitate discussion.