Journal article
Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence-Ready Informatics Ecosystem for Radiation Oncology
JCO clinical cancer informatics, Vol.7, e2300136
09/2023
DOI: 10.1200/CCI.23.00136
PMCID: PMC10703125
PMID: 38055914
Abstract
In August 2022, the Cancer Informatics for Cancer Centers brought together cancer informatics leaders for its biannual symposium, Precision Medicine Applications in Radiation Oncology, co-chaired by Quynh-Thu Le, MD (Stanford University), and Walter J. Curran, MD (GenesisCare). Over the course of 3 days, presenters discussed a range of topics relevant to radiation oncology and the cancer informatics community more broadly, including biomarker development, decision support algorithms, novel imaging tools, theranostics, and artificial intelligence (AI) for the radiotherapy workflow. Since the symposium, there has been an impressive shift in the promise and potential for integration of AI in clinical care, accelerated in large part by major advances in generative AI. AI is now poised more than ever to revolutionize cancer care. Radiation oncology is a field that uses and generates a large amount of digital data and is therefore likely to be one of the first fields to be transformed by AI. As experts in the collection, management, and analysis of these data, the informatics community will take a leading role in ensuring that radiation oncology is prepared to take full advantage of these technological advances. In this report, we provide highlights from the symposium, which took place in Santa Barbara, California, from August 29 to 31, 2022. We discuss lessons learned from the symposium for data acquisition, management, representation, and sharing, and put these themes into context to prepare radiation oncology for the successful and safe integration of AI and informatics technologies.
Details
- Title: Subtitle
- Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence-Ready Informatics Ecosystem for Radiation Oncology
- Creators
- Danielle S Bitterman - Mass General BrighamMichael F Gensheimer - Stanford UniversityDavid Jaffray - The University of Texas MD Anderson Cancer CenterDaniel A Pryma - University of PennsylvaniaSteve B Jiang - The University of Texas Southwestern Medical CenterOlivier Morin - University of California, San FranciscoJorge Barrios Ginart - University of California, San FranciscoTaman Upadhaya - University of California, San FranciscoKatherine A Vallis - Mass General BrighamJohn M Buatti - University of IowaJoseph Deasy - Memorial Sloan Kettering Cancer CenterH Timothy Hsiao - Memorial Sloan Kettering Cancer CenterCaroline Chung - American Society for Radiation OncologyClifton D Fuller - American Society for Radiation OncologyEmily Greenspan - The University of Texas MD Anderson Cancer CenterKristy Cloyd-Warwick - National Cancer InstituteSamir Courdy - DNAnexus (United States)Allen Mao - DNAnexus (United States)Jill Barnholtz-Sloan - City Of Hope National Medical CenterUmit Topaloglu - The University of Texas MD Anderson Cancer CenterIsaac Hands - National Cancer InstituteIan Maurer - Markey Cancer CenterMay Terry - GenomOncology, Cleveland, OHWalter J Curran - Mitre (United States)Quynh-Thu Le - Stanford University School of MedicineSorena Nadaf - Emory UniversityWarren Kibbe - Cancer Center Informatics Society, Los Angeles, CA
- Resource Type
- Journal article
- Publication Details
- JCO clinical cancer informatics, Vol.7, e2300136
- DOI
- 10.1200/CCI.23.00136
- PMID
- 38055914
- PMCID
- PMC10703125
- NLM abbreviation
- JCO Clin Cancer Inform
- ISSN
- 2473-4276
- eISSN
- 2473-4276
- Language
- English
- Date published
- 09/2023
- Academic Unit
- Radiation Oncology; Neurosurgery; Otolaryngology
- Record Identifier
- 9984530271002771
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