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Margarita Kirienko

Towards clinical application of image mining: a systematic review on artificial intelligence and radiomics
2019 · Martina Sollini, Lidija Antunovic, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 262
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Prediction of disease-free survival by the PET/CT radiomic signature in non-small cell lung cancer patients undergoing surgery
2017 · Margarita Kirienko, Luca Cozzi, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 184
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State-of-the-art of FAPI-PET imaging: a systematic review and meta-analysis
2021 · Martina Sollini, Margarita Kirienko, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 176
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PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology
2017 · M. Sollini, L. Cozzi, et al. · Scientific Reports · 163
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PET/CT radiomics in breast cancer: promising tool for prediction of pathological response to neoadjuvant chemotherapy
2019 · Lidija Antunovic, Rita De Sanctis, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 148
Ability of FDG PET and CT radiomics features to differentiate between primary and metastatic lung lesions
2018 · Margarita Kirienko, Luca Cozzi, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 148
Radiomics of MRI for pretreatment prediction of pathologic complete response, tumor regression grade, and neoadjuvant rectal score in patients with locally advanced rectal cancer undergoing neoadjuvant chemoradiation: an international multicenter study
2020 · Hiram Shaish, Andrew Aukerman, et al. · European Radiology · 130
Radiomics and gene expression profile to characterise the disease and predict outcome in patients with lung cancer
2021 · Margarita Kirienko, Martina Sollini, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 117
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Texture analysis and machine learning to characterize suspected thyroid nodules and differentiated thyroid cancer: Where do we stand?
2017 · Martina Sollini, Luca Cozzi, et al. · European Journal of Radiology · 108
Radiomics based analysis to predict local control and survival in hepatocellular carcinoma patients treated with volumetric modulated arc therapy
2017 · Luca Cozzi, Nicola Dinapoli, et al. · BMC Cancer · 96
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Convolutional Neural Networks Promising in Lung Cancer T-Parameter Assessment on Baseline FDG-PET/CT
2018 · Margarita Kirienko, Martina Sollini, et al. · Contrast Media & Molecular Imaging · 94
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11C-Choline PET/CT as a guide to radiation treatment planning of lymph-node relapses in prostate cancer patients
2014 · M. Picchio, G. Berardi, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 92
[18F]FDG PET/CT features for the molecular characterization of primary breast tumors
2017 · Lidija Antunovic, Francesca Gallivanone, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 78
PET/CT radiomics in breast cancer: Mind the step
2020 · Martina Sollini, Luca Cozzi, et al. · Methods · 76
Computed tomography based radiomic signature as predictive of survival and local control after stereotactic body radiation therapy in pancreatic carcinoma
2019 · Luca Cozzi, Tiziana Comito, et al. · PLoS ONE · 74
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Imaging-Based Prediction of Molecular Therapy Targets in NSCLC by Radiogenomics and AI Approaches: A Systematic Review
2020 · Gaia Ninatti, Margarita Kirienko, et al. · Diagnostics · 72
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Predictive value of pre-therapy 18F-FDG PET/CT for the outcome of 18F-FDG PET-guided radiotherapy in patients with head and neck cancer
2013 · M. Picchio, M. Kirienko, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 69
FDG-PET/CT findings highly suspicious for COVID-19 in an Italian case series of asymptomatic patients
2020 · Lucia Setti, Margarita Kirienko, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 68
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Computed tomography (CT)-derived radiomic features differentiate prevascular mediastinum masses as thymic neoplasms versus lymphomas
2020 · Margarita Kirienko, Gaia Ninatti, et al. · La radiologia medica · 59
Imaging biomarkers in prostate cancer: role of PET/CT and MRI
2015 · M. Picchio, P. Mapelli, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 59
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Predictive value of 18F-FDG PET/CT in restaging patients affected by ovarian carcinoma: a multicentre study
2015 · Young AIMN Working Group, Federico Caobelli, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 57
Toxicity and efficacy of salvage carbon 11‐choline positron emission tomography/computed tomography‐guided radiation therapy in patients with lymph node recurrence of prostate cancer
2016 · Andrei Fodor, Genoveffa Berardi, et al. · British Journal of Urology · 53
Distributed learning: a reliable privacy-preserving strategy to change multicenter collaborations using AI
2021 · Margarita Kirienko, Martina Sollini, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 52
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PSMA expression level predicts differentiated thyroid cancer aggressiveness and patient outcome
2019 · Martina Sollini, Luca di Tommaso, et al. · EJNMMI Research · 51
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PET/MRI in Infection and Inflammation
2018 · Martina Sollini, Raffaella Berchiolli, et al. · Seminars in Nuclear Medicine · 51
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Works count: 126
Citation count: 3,312
H-index: 32
I10-index: 51
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