Margarita Kirienko

Affiliations

Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, Milano, Italy.

ORCID: http://orcid.org/0000-0002-3923-1151

Publications (29)

Computed tomography (CT)-derived radiomic features differentiate prevascular mediastinum masses as thymic neoplasms versus lymphomas.

La Radiologia medica

Avec: Margarita Kirienko , Gaia Ninatti , Luca Cozzi , Emanuele Voulaz , Nicolò Gennaro , Isabella Barajon , Francesca Ricci , Carmelo Carlo-Stella , Paolo Zucali , Martina Sollini , Luca Balzarini , Arturo Chiti

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.

European radiology

Avec: Hiram Shaish , Andrew Aukerman , Rami Vanguri , Antonino Spinelli , Paul Armenta , Sachin Jambawalikar , Jasnit Makkar , Stuart Bentley-Hibbert , Armando Del Portillo , Ravi Kiran , Lara Monti , Christiana Bonifacio , Margarita Kirienko , Kevin L Gardner , Lawrence Schwartz , Deborah Keller

Hybrid PET/MRI in Infection and Inflammation: An Update About the Latest Available Literature Evidence.

Seminars in nuclear medicine

Avec: Margarita Kirienko , Paola A Erba , Arturo Chiti , Martina Sollini

Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data.

Scientific reports

Avec: Lara Cavinato , Michela Carlotta Massi , Martina Sollini , Margarita Kirienko , Francesca Ieva

PSMA expression level predicts differentiated thyroid cancer aggressiveness and patient outcome.

EJNMMI research

Avec: Martina Sollini , Luca di Tommaso , Margarita Kirienko , Chiara Piombo , Marco Erreni , Andrea Gerardo Lania , Paola Anna Erba , Lidija Antunovic , Arturo Chiti

Computed tomography based radiomic signature as predictive of survival and local control after stereotactic body radiation therapy in pancreatic carcinoma.

PloS one

Avec: Luca Cozzi , Tiziana Comito , Antonella Fogliata , Ciro Franzese , Davide Franceschini , Cristiana Bonifacio , Angelo Tozzi , Lucia Di Brina , Elena Clerici , Stefano Tomatis , Giacomo Reggiori , Francesca Lobefalo , Antonella Stravato , Pietro Mancosu , Alessandro Zerbi , Martina Sollini , Margarita Kirienko , Arturo Chiti , Marta Scorsetti

State-of-the-art of FAPI-PET imaging: a systematic review and meta-analysis.

European journal of nuclear medicine and molecular imaging

Avec: Martina Sollini , Margarita Kirienko , Fabrizia Gelardi , Francesco Fiz , Noemi Gozzi , Arturo Chiti

COVID-19 vaccination, implications for PET/CT image interpretation and future perspectives.

Clinical and translational imaging

Avec: Margarita Kirienko , Matteo Biroli , Cristiano Pini , Fabrizia Gelardi , Martina Sollini , Arturo Chiti

Personalised PET imaging in oncology: an umbrella review of meta-analyses to guide the appropriate radiopharmaceutical choice and indication.

European journal of nuclear medicine and molecular imaging

Avec: Margarita Kirienko , Fabrizia Gelardi , Francesco Fiz , Matteo Bauckneht , Gaia Ninatti , Cristiano Pini , Alberto Briganti , Massimo Falconi , Wim J G Oyen , Winette T A van der Graaf , Martina Sollini

PET/CT radiomics in breast cancer: promising tool for prediction of pathological response to neoadjuvant chemotherapy.

European journal of nuclear medicine and molecular imaging

Avec: Lidija Antunovic , Rita De Sanctis , Luca Cozzi , Margarita Kirienko , Andrea Sagona , Rosalba Torrisi , Corrado Tinterri , Armando Santoro , Arturo Chiti , Renata Zelic , Martina Sollini

Interdisciplinarity: An essential requirement for translation of radiomics research into clinical practice -a systematic review focused on thoracic oncology.

Revista espanola de medicina nuclear e imagen molecular

Avec: M Sollini , F Gelardi , G Matassa , R C Delgado Bolton , A Chiti , M Kirienko

Imaging-Based Prediction of Molecular Therapy Targets in NSCLC by Radiogenomics and AI Approaches: A Systematic Review.

Diagnostics (Basel, Switzerland)

Avec: Gaia Ninatti , Margarita Kirienko , Emanuele Neri , Martina Sollini , Arturo Chiti

Application of FLIC model to predict adverse events onset in neuroendocrine tumors treated with PRRT.

Scientific reports

Avec: Federica Scalorbi , Giovanni Argiroffi , Michela Baccini , Luca Gherardini , Valentina Fuoco , Natalie Prinzi , Sara Pusceddu , Enrico Matteo Garanzini , Giovanni Centonze , Margarita Kirienko , Ettore Seregni , Massimo Milione , Marco Maccauro

Radiomics and gene expression profile to characterise the disease and predict outcome in patients with lung cancer.

European journal of nuclear medicine and molecular imaging

Avec: Margarita Kirienko , Martina Sollini , Marinella Corbetta , Emanuele Voulaz , Noemi Gozzi , Matteo Interlenghi , Francesca Gallivanone , Isabella Castiglioni , Rosanna Asselta , Stefano Duga , Giulia Soldà , Arturo Chiti

Methodological framework for radiomics applications in Hodgkin's lymphoma.

European journal of hybrid imaging

Avec: Martina Sollini , Margarita Kirienko , Lara Cavinato , Francesca Ricci , Matteo Biroli , Francesca Ieva , Letizia Calderoni , Elena Tabacchi , Cristina Nanni , Pier Luigi Zinzani , Stefano Fanti , Anna Guidetti , Alessandra Alessi , Paolo Corradini , Ettore Seregni , Carmelo Carlo-Stella , Arturo Chiti

FAP expression in alpha cells of Langherhans insulae-implications for FAPI radiopharmaceuticals' use.

European journal of nuclear medicine and molecular imaging

Avec: Margarita Kirienko , Giovanni Centonze , Giovanna Sabella , Mauro Sollai , Martina Sollini , Xiaoli Lan , Haojun Chen , Luigi Terracciano , Ettore Seregni , Massimo Milione

The Development of an Intelligent Agent to Detect and Non-Invasively Characterize Lung Lesions on CT Scans: Ready for the "Real World"?

Cancers

Avec: Martina Sollini , Margarita Kirienko , Noemi Gozzi , Alessandro Bruno , Chiara Torrisi , Luca Balzarini , Emanuele Voulaz , Marco Alloisio , Arturo Chiti

The complementary role of PSMA expression and [

EJNMMI research

Avec: Martina Sollini , Margarita Kirienko , Luca di Tommaso , Cristiano Pini , Fabrizia Gelardi , Salvatore Ariano , Andrea Gerardo Lania , Gherardo Mazziotti , Giuseppe Mercante , Arturo Chiti

The LUTADOSE trial: tumour dosimetry after the first administration predicts progression free survival in gastro-entero-pancreatic neuroendocrine tumours (GEP NETs) patients treated with [

European journal of nuclear medicine and molecular imaging

Avec: Marco Maccauro , Mariarosaria Cuomo , Matteo Bauckneht , Matteo Bagnalasta , Stefania Mazzaglia , Federica Scalorbi , Giovanni Argiroffi , Margarita Kirienko , Alice Lorenzoni , Gianluca Aliberti , Sara Pusceddu , Calareso Giuseppina , Garanzini Enrico Matteo , Ettore Seregni , Carlo Chiesa

FDG-PET/CT findings highly suspicious for COVID-19 in an Italian case series of asymptomatic patients.

European journal of nuclear medicine and molecular imaging

Avec: Lucia Setti , Margarita Kirienko , Serena Camilla Dalto , Manuela Bonacina , Emilio Bombardieri

PET/CT radiomics in breast cancer: Mind the step.

Methods (San Diego, Calif.)

Avec: Martina Sollini , Luca Cozzi , Gaia Ninatti , Lidija Antunovic , Lara Cavinato , Arturo Chiti , Margarita Kirienko

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

European journal of nuclear medicine and molecular imaging

Avec: Martina Sollini , Lidija Antunovic , Arturo Chiti , Margarita Kirienko

Quantitative imaging biomarkers in nuclear medicine: from SUV to image mining studies. Highlights from annals of nuclear medicine 2018.

European journal of nuclear medicine and molecular imaging

Avec: Martina Sollini , Francesco Bandera , Margarita Kirienko

Increased incidence of interstitial pneumonia detected on [

European journal of nuclear medicine and molecular imaging

Avec: Lucia Setti , Manuela Bonacina , Roberta Meroni , Margarita Kirienko , Francesca Galli , Serena Camilla Dalto , Paola Anna Erba , Emilio Bombardieri

Climbing the steps of the evidence-based medicine pyramid: highlights from Annals of Nuclear Medicine 2019.

European journal of nuclear medicine and molecular imaging

Avec: Fabrizia Gelardi , Margarita Kirienko , Martina Sollini

Distributed learning: a reliable privacy-preserving strategy to change multicenter collaborations using AI.

European journal of nuclear medicine and molecular imaging

Avec: Margarita Kirienko , Martina Sollini , Gaia Ninatti , Daniele Loiacono , Edoardo Giacomello , Noemi Gozzi , Francesco Amigoni , Luca Mainardi , Pier Luca Lanzi , Arturo Chiti

The Impact of COVID-19 on Nuclear Medicine in Europe.

Seminars in nuclear medicine

Avec: Margarita Kirienko , Silvi Telo , Roland Hustinx , Jamshed B Bomanji , Arturo Chiti , Stefano Fanti

Image Embeddings Extracted from CNNs Outperform Other Transfer Learning Approaches in Classification of Chest Radiographs.

Diagnostics (Basel, Switzerland)

Avec: Noemi Gozzi , Edoardo Giacomello , Martina Sollini , Margarita Kirienko , Angela Ammirabile , Pierluca Lanzi , Daniele Loiacono , Arturo Chiti

Explainable domain transfer of distant supervised cancer subtyping model via imaging-based rules extraction.

Artificial intelligence in medicine

Avec: Lara Cavinato , Noemi Gozzi , Martina Sollini , Margarita Kirienko , Carmelo Carlo-Stella , Chiara Rusconi , Arturo Chiti , Francesca Ieva

Réseau de co-auteurs

Martina Sollini 22 collaborations

Arturo Chiti 18 collaborations

Noemi Gozzi 6 collaborations

Gaia Ninatti 5 collaborations

Fabrizia Gelardi 5 collaborations

Luca Cozzi 4 collaborations

Lara Cavinato 4 collaborations

Lidija Antunovic 4 collaborations

Ettore Seregni 4 collaborations

Emanuele Voulaz 3 collaborations

Carmelo Carlo-Stella 3 collaborations

Francesca Ieva 3 collaborations

Cristiano Pini 3 collaborations

Francesca Ricci 2 collaborations

Luca Balzarini 2 collaborations

Luca di Tommaso 2 collaborations

Andrea Gerardo Lania 2 collaborations

Paola Anna Erba 2 collaborations

Francesco Fiz 2 collaborations

Matteo Biroli 2 collaborations

Matteo Bauckneht 2 collaborations

Federica Scalorbi 2 collaborations

Giovanni Argiroffi 2 collaborations

Sara Pusceddu 2 collaborations

Giovanni Centonze 2 collaborations

Massimo Milione 2 collaborations

Marco Maccauro 2 collaborations

Stefano Fanti 2 collaborations

Lucia Setti 2 collaborations

Serena Camilla Dalto 2 collaborations

Manuela Bonacina 2 collaborations

Emilio Bombardieri 2 collaborations

Daniele Loiacono 2 collaborations

Edoardo Giacomello 2 collaborations

Nicolò Gennaro 1 collaboration

Isabella Barajon 1 collaboration

Paolo Zucali 1 collaboration

Hiram Shaish 1 collaboration

Andrew Aukerman 1 collaboration

Rami Vanguri 1 collaboration

Antonino Spinelli 1 collaboration

Paul Armenta 1 collaboration

Sachin Jambawalikar 1 collaboration

Jasnit Makkar 1 collaboration

Stuart Bentley-Hibbert 1 collaboration

Armando Del Portillo 1 collaboration

Ravi Kiran 1 collaboration

Lara Monti 1 collaboration

Christiana Bonifacio 1 collaboration

Kevin L Gardner 1 collaboration

Lawrence Schwartz 1 collaboration

Deborah Keller 1 collaboration

Paola A Erba 1 collaboration

Michela Carlotta Massi 1 collaboration

Chiara Piombo 1 collaboration

Marco Erreni 1 collaboration

Tiziana Comito 1 collaboration

Antonella Fogliata 1 collaboration

Ciro Franzese 1 collaboration

Davide Franceschini 1 collaboration

Cristiana Bonifacio 1 collaboration

Angelo Tozzi 1 collaboration

Lucia Di Brina 1 collaboration

Elena Clerici 1 collaboration

Stefano Tomatis 1 collaboration

Giacomo Reggiori 1 collaboration

Francesca Lobefalo 1 collaboration

Antonella Stravato 1 collaboration

Pietro Mancosu 1 collaboration

Alessandro Zerbi 1 collaboration

Marta Scorsetti 1 collaboration

Alberto Briganti 1 collaboration

Massimo Falconi 1 collaboration

Wim J G Oyen 1 collaboration

Winette T A van der Graaf 1 collaboration

Rita De Sanctis 1 collaboration

Andrea Sagona 1 collaboration

Rosalba Torrisi 1 collaboration

Corrado Tinterri 1 collaboration

Armando Santoro 1 collaboration

Renata Zelic 1 collaboration

M Sollini 1 collaboration

F Gelardi 1 collaboration

G Matassa 1 collaboration

R C Delgado Bolton 1 collaboration

A Chiti 1 collaboration

M Kirienko 1 collaboration

Emanuele Neri 1 collaboration

Michela Baccini 1 collaboration

Luca Gherardini 1 collaboration

Valentina Fuoco 1 collaboration

Natalie Prinzi 1 collaboration

Enrico Matteo Garanzini 1 collaboration

Marinella Corbetta 1 collaboration

Matteo Interlenghi 1 collaboration

Francesca Gallivanone 1 collaboration

Isabella Castiglioni 1 collaboration

Rosanna Asselta 1 collaboration

Stefano Duga 1 collaboration

Giulia Soldà 1 collaboration

Letizia Calderoni 1 collaboration

Elena Tabacchi 1 collaboration

Cristina Nanni 1 collaboration

Pier Luigi Zinzani 1 collaboration

Anna Guidetti 1 collaboration

Alessandra Alessi 1 collaboration

Paolo Corradini 1 collaboration

Giovanna Sabella 1 collaboration

Mauro Sollai 1 collaboration

Xiaoli Lan 1 collaboration

Haojun Chen 1 collaboration

Luigi Terracciano 1 collaboration

Alessandro Bruno 1 collaboration

Chiara Torrisi 1 collaboration

Marco Alloisio 1 collaboration

Salvatore Ariano 1 collaboration

Gherardo Mazziotti 1 collaboration

Giuseppe Mercante 1 collaboration

Mariarosaria Cuomo 1 collaboration

Matteo Bagnalasta 1 collaboration

Stefania Mazzaglia 1 collaboration

Alice Lorenzoni 1 collaboration

Gianluca Aliberti 1 collaboration

Calareso Giuseppina 1 collaboration

Garanzini Enrico Matteo 1 collaboration

Carlo Chiesa 1 collaboration

Francesco Bandera 1 collaboration

Roberta Meroni 1 collaboration

Francesca Galli 1 collaboration

Francesco Amigoni 1 collaboration

Luca Mainardi 1 collaboration

Pier Luca Lanzi 1 collaboration

Silvi Telo 1 collaboration

Roland Hustinx 1 collaboration

Jamshed B Bomanji 1 collaboration

Angela Ammirabile 1 collaboration

Pierluca Lanzi 1 collaboration

Chiara Rusconi 1 collaboration