Publications and Projects

Publications

Title and abstract screening for literature reviews using Large Language Models

 

Extraction of Interoperable Data from Healthcare Documents by Identifying Common Data Elements: An Analysis of Radiation Therapy Planning CT Physician Order Entry Records

 

(Common) Data Elements in Radiation Oncology: A Systematic Literature Review

 

Exploring Capabilities of Large Language Models such as ChatGPT in Radiation Oncology

  • Description: Clinical Investigation of ChatGPT in answering multiple-choice and open questions in the domain of radiation oncology
  • Journal: Advances in Radiation Oncology
  • Link: https://pubmed.ncbi.nlm.nih.gov/38304112/

 

ISROI – Building a pathway for future-oriented radiation oncology

Projects

The ISROI is dedicated to advancing the field through innovative academic and scientific projects. As a community of experts and enthusiasts in radiation oncology informatics, we recognize the power of collaborative research and the importance of fostering new ideas.

Call for Project Proposals

Members of the ISROI can propose academic and scientific projects to be conducted within the society. This gives the opportunity to contribute innovative ideas, collaborate with peers, and exchange thoughts and expertise. Whether you have a well-defined project or just a germ of an idea, we encourage you to submit your proposal.

Submissions with a brief description of the idea/project can be sent to: fabio.dennstaedt@insel.ch

Get Involved

We encourage our members to stay informed about ongoing projects of the ISROI and consider ways to contribute. Whether through collaboration, providing feedback, or disseminating findings, your involvement can help propel these initiatives forward.

Safety and usability of oncology information systems – a systematic review

  • Description: Systematic literature review about the safety and usability of electronic health records and clinical information systems in oncology.
  • Status: Under submission
  • Contact person: Nikola Cihoric

Need for IT specialists in Radiation Oncology

  • Description: Position paper on the need for IT specialists for radiation therapy departments.
  • Status: Final phase of writing the manuscript
  • Contact person: Samuel Peters

Creation of a CDE-based data structure for radiotherapeutic decision-making in breast cancer

  • Description: Creation of a data framework based on Common Data Elements derived from standard operating procedures used in daily clinical life for radiotherapy of breast cancer patients.
  • Status: Final phase of writing the manuscript
  • Contact person: Fabio Dennstädt

Evaluation of a medical LLM in radiation oncology

  • Description: Clinical investigation of a medical LLM in answering radiotherapeutic questions from daily clinical life. Joint project between ISROI and the research group “Digitization and Artificial Intelligence” of the DEGRO
  • Status: Data accrual
  • Contact person: Fabio Dennstädt

Application of an IT knowledge base to improve decision-making for breast cancer in radiation oncology

  • Description: Clinical investigation on using a knowledge base about radiation therapy in breast cancer patients.
  • Status: Data accrual
  • Contact person: Fabio Dennstädt

LLM-based extraction of relevant data for breast cancer patients in radiation oncology

  • Description: Clinical investigation on the development and evaluation of an LLM-based automatic system for data extraction in the form of Common Data Elements for breast cancer patients.
  • Status: Data accrual
  • Contact person: Fabio Dennstädt