Habitat Imaging Biomarkers for Diagnosis and Prognosis in Cancer Patients Infected with COVID-19.
Muhammad AminuDivya YadavLingzhi HongElliana YoungPaul EdelkampMaliazurina SaadMorteza SalehjahromiPingjun ChenSheeba J SujitMelissa M ChenBradley SabloffGregory GladishPatricia M de GrootMyrna C B GodoyTina CasconeNatalie I VokesJianjun ZhangKristy K BrockNaval DaverScott E WoodmanHussein A TawbiAjay SheshadriJiun-Kae Jack LeeDavid A Jaffraynull D Code TeamCarol C WuCaroline ChungJia WuPublished in: Cancers (2022)
Taken together, our habitat imaging analysis as a proof-of-concept study has highlighted the unique radiologic features of cancer patients and demonstrated effectiveness of CT-based machine learning model in informing COVID-19 management in the cancer population.
Keyphrases
- coronavirus disease
- sars cov
- machine learning
- high resolution
- climate change
- randomized controlled trial
- systematic review
- computed tomography
- artificial intelligence
- image quality
- contrast enhanced
- respiratory syndrome coronavirus
- squamous cell
- big data
- dual energy
- photodynamic therapy
- positron emission tomography
- data analysis