Advancing Digital Health Innovation in Oncology: Priorities for High-Value Digital Transformation in Cancer Care.
Smit PatelJennifer C GoldsackGrace CordovanoAndrea DowningKaren K FieldsCindy GeogheganUpinder GrewalJorge J NievaNikunj PatelDana E RollisonArchana SahMaya SaidIsabel Van De KeereAmanda WayDana L Wolff-HughesWilliam A WoodEdmondo J RobinsonPublished in: Journal of medical Internet research (2023)
Although health care delivery is becoming increasingly digitized, driven by the pursuit of improved access, equity, efficiency, and effectiveness, progress does not appear to be equally distributed across therapeutic areas. Oncology is renowned for leading innovation in research and in care; digital pathology, digital radiology, real-world data, next-generation sequencing, patient-reported outcomes, and precision approaches driven by complex data and biomarkers are hallmarks of the field. However, remote patient monitoring, decentralized approaches to care and research, "hospital at home," and machine learning techniques have yet to be broadly deployed to improve cancer care. In response, the Digital Medicine Society and Moffitt Cancer Center convened a multistakeholder roundtable discussion to bring together leading experts in cancer care and digital innovation. This viewpoint highlights the findings from these discussions, in which experts agreed that digital innovation is lagging in oncology relative to other therapeutic areas. It reports that this lag is most likely attributed to poor articulation of the challenges in cancer care and research best suited to digital solutions, lack of incentives and support, and missing standardized infrastructure to implement digital innovations. It concludes with suggestions for actions needed to bring the promise of digitization to cancer care to improve lives.
Keyphrases
- healthcare
- palliative care
- machine learning
- randomized controlled trial
- gene expression
- systematic review
- big data
- artificial intelligence
- mental health
- squamous cell carcinoma
- emergency department
- young adults
- hepatitis c virus
- risk assessment
- dna methylation
- climate change
- antiretroviral therapy
- neural network
- drug induced
- global health