Category Archives: event

Application and Implementation of AI Driven Screening Processes in Pathology

Dr. Donal O’Shea, Deciphex

Developing deep learning models that account for all variants of abnormality in a given tissue slide can be a challenge requiring extensive and time consuming annotation of thousands of pathology slides by experienced pathologists. The process also needs to effectively account for tissue processing variance and digital pathology scanner selection, which is almost infinite due to the extensive range of interchangeable unit operations available for the pathology lab.

In scenarios where a high percentage of normal content presents, we propose a generalised model for abnormality detection to help identify abnormal content of interest and support the elimination of normal cases from the workflow.  The generalised model as proposed is developed solely from normal cases, requires no annotation of slides as a result and can be rapidly tailored to account for inter-laboratory processing variance.

During his presentation,“Finding Normals: Application and Implementation AI Driven Screen Processes in Pathology”Dr. O’Shea will discuss how such approaches can be leveraged, useful application segments for the technology and how he foresees this capability being embodied in software workflows.

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About Pathology Horizons

Pathology Horizons is taking place from 13-15 September 2018 at the Lough Erne Resort in N.Ireland. It is a unique CPD conference, organised by Cirdan that looks at what lies ahead in pathology. Delegates will learn about new technologies, lines of research and procedural developments that are driving the future of pathology. View Agenda

Please note that given the nature of this boutique style conference that there are only a limited number of places available. If planning on attending booking soon is advisable. Register here

Dr. Kaplan to discuss Digital Pathology: The Past, Present and Future at Pathology Horizons

We are thrilled to have Dr. Keith Kaplan, publisher of tissuepathology.com, the industry’s leading digital pathology blog speak at this year’s Pathology Horizons conference in Cairns, Australia from 10th -12th August.

During his presentation Dr. Kaplan will reflect on 15 years of digital pathology, what has worked, what hasn’t and what’s coming. He will focus briefly on historical experience and initial use cases, how changes that are happening to pathology impact business operations, making a business case for digital pathology and why the time is now to adopt digital pathology. Mention of the importance/impact of cloud computing, hand-held computing and social media that coincided with maturation of this technology will also be discussed. The need for image analysis with clinically approved protocols for improved consistency and reproducibility particularly in an era when the use of companion diagnostics will be addressed. More recently, significant changes in healthcare delivery systems and reimbursements for technical and professional services for laboratories and pathologists have started to change the landscape that make digital pathology more attractive than in the past 15 years.

Dr. Kaplan is a native of Chicago and a graduate of Michigan State University and Northwestern University Feinberg School of Medicine. He completed residency training in anatomic and clinical pathology at Walter Reed Army Medical Center, Washington, DC.

More on Dr. Keith Kaplan

View Pathology Horizons Agenda

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