Harnessing big data to characterize immune-related adverse events

Y Jing, J Yang, DB Johnson, JJ Moslehi… - Nature Reviews Clinical …, 2022 - nature.com
Immune-checkpoint inhibitors (ICIs) have transformed patient care in oncology but are
associated with a unique spectrum of organ-specific inflammatory toxicities known as …

Big data in digital healthcare: lessons learnt and recommendations for general practice

R Agrawal, S Prabakaran - Heredity, 2020 - nature.com
Big Data will be an integral part of the next generation of technological developments—
allowing us to gain new insights from the vast quantities of data being produced by modern …

Improving cancer data interoperability: the promise of the Minimal Common Oncology Data Elements (mCODE) initiative

TJ Osterman, M Terry, RS Miller - JCO clinical cancer informatics, 2020 - ascopubs.org
PURPOSE Because of expanding interoperability requirements, structured patient data are
increasingly available in electronic health records. Many oncology data elements (eg …

[HTML][HTML] The impact of artificial intelligence on health equity in oncology: scoping review

P Istasy, WS Lee, A Iansavichene, R Upshur… - Journal of medical …, 2022 - jmir.org
Background The field of oncology is at the forefront of advances in artificial intelligence (AI)
in health care, providing an opportunity to examine the early integration of these …

Integration of pan-omics technologies and three-dimensional in vitro tumor models: an approach toward drug discovery and precision medicine

A Jose, P Kulkarni, J Thilakan, M Munisamy… - Molecular Cancer, 2024 - Springer
Despite advancements in treatment protocols, cancer is one of the leading cause of deaths
worldwide. Therefore, there is a need to identify newer and personalized therapeutic targets …

Using big data in pediatric oncology: Current applications and future directions

A Major, SM Cox, SL Volchenboum - Seminars in Oncology, 2020 - Elsevier
Pediatric cancer is a rare disease with a low annual incidence, which presents a significant
challenge in being able to collect enough data to fuel clinical discoveries. Big data registry …

[HTML][HTML] Status and recommendations of technological and data-driven innovations in cancer care: Focus group study

H Kondylakis, C Axenie, D Bastola… - Journal of medical …, 2020 - jmir.org
Background The status of the data-driven management of cancer care as well as the
challenges, opportunities, and recommendations aimed at accelerating the rate of progress …

Implementing innovation: Informatics-based technologies to improve care delivery and clinical research

TJ Osterman, JC Yao… - American Society of …, 2023 - ascopubs.org
Improving technology has promised to improved health care delivery and the lives of
patients. The realized benefits of technology, however, are delayed or less than anticipated …

The utility of oncology information systems for prognostic modelling in head and neck cancer

DP Kotevski, RI Smee, M Field, K Broadley… - Journal of Medical …, 2023 - Springer
Cancer centres rely on electronic information in oncology information systems (OIS) to guide
patient care. We investigated the completeness and accuracy of routinely collected head …

Oncologists Must Consider Participant Data When Using Large-Scale Cancer Data Sets

S Avila, ML Roberson, PS Rajagopal - JCO Clinical Cancer …, 2024 - ascopubs.org
Oncologists Must Consider Participant Data When Using Large-Scale Cancer Data Sets | JCO
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