The Machine Learning department at RaySearch is developing solutions for automating workflows and supporting the user in RayStation and RayCare. At ESTRO 37, RaySearch will demonstrate two RayStation applications of machine learning: automated treatment planning and automated organ segmentation. The automated planning application uses machine learning algorithms to generate a set of treatment plans in minutes, based on clinical treatment data from Princess Margaret Cancer Centre and University Medical Centre Groningen. Automated organ segmentation uses deep neural networks to generate a set of 3D organ volumes within seconds.

RaySearch will also present the machine learning and analytics framework concept that will enable RayStation and RayCare to become learning systems.


Lunch symposium: Advancing Cancer Treatment Through Software Innovation

On Saturday April 21, 13:15 - 14:15, floor P1, room 11, RaySearch will hold a lunch symposium focused on how software is driving innovation in oncology.

Moderator: Rik Westendorp, Medical Physicist, Radiotherapiegroep, Deventer, Holland

Fight cancer with code

Johan Löf, Founder & CEO, RaySearch Laboratories (publ), Stockholm, Sweden

First clinical experience with RayCare 1 in a multi-institutional setting

Carole Mercier, Radiation Oncologist, Iridium Cancer Network, Belgium

Efficiency improvements with RayStation

Nick West, Lead Clinical Scientist, The Northern Centre for Cancer Care, Newcastle, UK

Questions and conclusion session

Rik Westendorp, Medical Physicist, Radiotherapiegroep, Deventer, Holland

About RayCare

RayCare represents the future of OIS technology, developed from the ground up by RaySearch to support the complex logistical challenges of modern, large-scale radiation therapy centers. RayCare will integrate the high-performance radiation therapy algorithms available in RayStation with advanced features for clinical resource optimization, workflow automation and adaptive radiation therapy.

About RayStation

RayStation integrates all RaySearch's advanced treatment planning solutions into a flexible treatment planning system. It combines unique features such as multi-criteria optimization tools with full support for 4D adaptive radiation therapy. It also includes functionality such as RaySearch's market-leading algorithms for IMRT and VMAT optimization and highly accurate dose engines for photon, electron, proton and carbon ion therapy. The system is built on the latest software architecture and features a graphical user interface with state-of-the-art usability.

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