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Margarita Kirienko

Researcher at Humanitas University

Publications -  67
Citations -  1997

Margarita Kirienko is an academic researcher from Humanitas University. The author has contributed to research in topics: Medicine & PET-CT. The author has an hindex of 21, co-authored 58 publications receiving 1280 citations. Previous affiliations of Margarita Kirienko include University of Milano-Bicocca.

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Towards clinical application of image mining: a systematic review on artificial intelligence and radiomics

Martina Sollini, +3 more
- 18 Jun 2019 - 
TL;DR: The transfer learning from the well-known drug development process, with some specific adaptations to the image mining discipline could represent the most effective way for radiomics and AI algorithms to become the standard of care tools.
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PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology

Martina Sollini, +4 more
- 23 Mar 2017 - 
TL;DR: A comprehensive review of literature describing the state-of-the-art of FDG-PET/CT texture analysis in NSCLC is provided, suggesting a proposal for harmonization of methodology.
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Prediction of disease-free survival by the PET/CT radiomic signature in non-small cell lung cancer patients undergoing surgery

Margarita Kirienko, +8 more
- 01 Feb 2018 - 
TL;DR: A radiomic signature, for either CT, PET, or PET/CT images, has been identified and validated for the prediction of disease-free survival in patients with non-small cell lung cancer treated by surgery.
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Ability of FDG PET and CT radiomics features to differentiate between primary and metastatic lung lesions

Margarita Kirienko, +7 more
- 06 Apr 2018 - 
TL;DR: PET radiomics features were able to differentiate between primary and metastatic lung lesions and showed the potential to identify primary lung cancer subtypes.
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11C-Choline PET/CT as a guide to radiation treatment planning of lymph-node relapses in prostate cancer patients

Maria Picchio, +12 more
- 06 Mar 2014 - 
TL;DR: High-dose hypofractionated 11C-choline PET/CT-guided HTT with SIB is well tolerated and is associated with a high early biochemical response rate, which is valuable for planning and monitoring HTT in LN relapse after primary treatment.