Transforming the oncology data paradigm by creating, capturing, and retrieving structured cancer data at the point of care: A Mayo Clinic pilot.

Amye J Tevaarwerk Dhauna P KaramClare A GattenElizabeth S HarlosMatthew John MaurerKarthik V GiridharTufia C HaddadSteven R AlbertsSara J HoltonAbigail StockhamKonstantinos LeventakosJoleen M HubbardAaron S Mansfield Thorvardur R HalfdanarsonRuqin ChenJacob A JochumAnna S SchweckeRachel A EiringJamie L CarrollIrbaz Bin RiazRobert R McWilliams Evanthia GalanisSumithra J Mandrekar

Published in: Cancer (2024)

Structured data can be captured (1) in real-time, (2) sustained over time without (3) undue provider burden using note-based tools. Our system is expanding the pilot, with integration of these data into clinical decision support, practice dashboards and potential for clinical trial matching.

Keyphrases

electronic health record
clinical decision support
clinical trial
primary care
big data
healthcare
study protocol
palliative care
machine learning
data analysis
risk assessment
phase ii
deep learning
squamous cell
phase iii
lymph node metastasis