Predictive models in SMA II natural history trajectories using machine learning: A proof of concept study
Coratti, Giorgia, Lenkowicz, Jacopo, Patarnello, Stefano, Gullì, Consolato, Pera, Maria Carmela, Masciocchi, Carlotta, Rinaldi, Riccardo, Lovato, Valeria, Leone, Antonio, Cesario, Alfredo, Mercuri, Eugenio
Published in PloS one (05.05.2022)
Published in PloS one (05.05.2022)
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Journal Article
A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer
Cusumano, Davide, Meijer, Gert, Lenkowicz, Jacopo, Chiloiro, Giuditta, Boldrini, Luca, Masciocchi, Carlotta, Dinapoli, Nicola, Gatta, Roberto, Casà, Calogero, Damiani, Andrea, Barbaro, Brunella, Gambacorta, Maria Antonietta, Azario, Luigi, De Spirito, Marco, Intven, Martijn, Valentini, Vincenzo
Published in Radiologia medica (01.03.2021)
Published in Radiologia medica (01.03.2021)
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Journal Article
A deep learning approach to generate synthetic CT in low field MR-guided adaptive radiotherapy for abdominal and pelvic cases
Cusumano, Davide, Lenkowicz, Jacopo, Votta, Claudio, Boldrini, Luca, Placidi, Lorenzo, Catucci, Francesco, Dinapoli, Nicola, Antonelli, Marco Valerio, Romano, Angela, De Luca, Viola, Chiloiro, Giuditta, Indovina, Luca, Valentini, Vincenzo
Published in Radiotherapy and oncology (01.12.2020)
Published in Radiotherapy and oncology (01.12.2020)
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Journal Article
CT Radiomics Signature of Tumor and Peritumoral Lung Parenchyma to Predict Nonsmall Cell Lung Cancer Postsurgical Recurrence Risk
Akinci D'Antonoli, Tugba, Farchione, Alessandra, Lenkowicz, Jacopo, Chiappetta, Marco, Cicchetti, Giuseppe, Martino, Antonella, Ottavianelli, Alessandra, Manfredi, Riccardo, Margaritora, Stefano, Bonomo, Lorenzo, Valentini, Vincenzo, Larici, Anna Rita
Published in Academic radiology (01.04.2020)
Published in Academic radiology (01.04.2020)
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Journal Article
Does restaging MRI radiomics analysis improve pathological complete response prediction in rectal cancer patients? A prognostic model development
Chiloiro, Giuditta, Cusumano, Davide, de Franco, Paola, Lenkowicz, Jacopo, Boldrini, Luca, Carano, Davide, Barbaro, Brunella, Corvari, Barbara, Dinapoli, Nicola, Giraffa, Martina, Meldolesi, Elisa, Manfredi, Riccardo, Valentini, Vincenzo, Gambacorta, Maria Antonietta
Published in Radiologia medica (01.01.2022)
Published in Radiologia medica (01.01.2022)
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Journal Article
Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer
Cusumano, Davide, Dinapoli, Nicola, Boldrini, Luca, Chiloiro, Giuditta, Gatta, Roberto, Masciocchi, Carlotta, Lenkowicz, Jacopo, Casà, Calogero, Damiani, Andrea, Azario, Luigi, Van Soest, Johan, Dekker, Andre, Lambin, Philippe, De Spirito, Marco, Valentini, Vincenzo
Published in Radiologia medica (01.04.2018)
Published in Radiologia medica (01.04.2018)
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Journal Article
Germline BRCA 1-2 status prediction through ovarian ultrasound images radiogenomics: a hypothesis generating study (PROBE study)
Nero, Camilla, Ciccarone, Francesca, Boldrini, Luca, Lenkowicz, Jacopo, Paris, Ida, Capoluongo, Ettore Domenico, Testa, Antonia Carla, Fagotti, Anna, Valentini, Vincenzo, Scambia, Giovanni
Published in Scientific reports (05.10.2020)
Published in Scientific reports (05.10.2020)
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Journal Article
Delta Radiomics Can Predict Distant Metastasis in Locally Advanced Rectal Cancer: The Challenge to Personalize the Cure
Chiloiro, Giuditta, Rodriguez-Carnero, Pablo, Lenkowicz, Jacopo, Casà, Calogero, Masciocchi, Carlotta, Boldrini, Luca, Cusumano, Davide, Dinapoli, Nicola, Meldolesi, Elisa, Carano, Davide, Damiani, Andrea, Barbaro, Brunella, Manfredi, Riccardo, Valentini, Vincenzo, Gambacorta, Maria Antonietta
Published in Frontiers in oncology (03.12.2020)
Published in Frontiers in oncology (03.12.2020)
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Journal Article
A process mining approach for clinical guidelines compliance: real-world application in rectal cancer
Savino, Mariachiara, Chiloiro, Giuditta, Masciocchi, Carlotta, Capocchiano, Nikola Dino, Lenkowicz, Jacopo, Gottardelli, Benedetta, Gambacorta, Maria Antonietta, Valentini, Vincenzo, Damiani, Andrea
Published in Frontiers in oncology (17.05.2023)
Published in Frontiers in oncology (17.05.2023)
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Journal Article
Clinical and ultrasonographic features of choroidal metastases based on primary cancer site: Long-term experience in a single center
Blasi, Maria Antonietta, Maceroni, Martina, Caputo, Carmela Grazia, Sammarco, Maria Grazia, Scupola, Andrea, Lenkowicz, Jacopo, Schinzari, Giovanni, Rossi, Ernesto, Pagliara, Monica Maria
Published in PloS one (25.03.2021)
Published in PloS one (25.03.2021)
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Journal Article
Eligibility for the 4 Pharmacological Pillars in Heart Failure With Reduced Ejection Fraction at Discharge
D'Amario, Domenico, Rodolico, Daniele, Delvinioti, Agni, Laborante, Renzo, Iacomini, Chiara, Masciocchi, Carlotta, Restivo, Attilio, Ciliberti, Giuseppe, Galli, Mattia, Paglianiti, Antonio Donato, Iaconelli, Antonio, Zito, Andrea, Lenkowicz, Jacopo, Patarnello, Stefano, Cesario, Alfredo, Valentini, Vincenzo, Crea, Filippo
Published in Journal of the American Heart Association (04.07.2023)
Published in Journal of the American Heart Association (04.07.2023)
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Journal Article
CT angiography-based radiomics as a tool for carotid plaque characterization: a pilot study
Cilla, Savino, Macchia, Gabriella, Lenkowicz, Jacopo, Tran, Elena H., Pierro, Antonio, Petrella, Lella, Fanelli, Mara, Sardu, Celestino, Re, Alessia, Boldrini, Luca, Indovina, Luca, De Filippo, Carlo Maria, Caradonna, Eugenio, Deodato, Francesco, Massetti, Massimo, Valentini, Vincenzo, Modugno, Pietro
Published in Radiologia medica (01.07.2022)
Published in Radiologia medica (01.07.2022)
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Journal Article
Applicability of a pathological complete response magnetic resonance-based radiomics model for locally advanced rectal cancer in intercontinental cohort
Boldrini, Luca, Lenkowicz, Jacopo, Orlandini, Lucia Clara, Yin, Gang, Cusumano, Davide, Chiloiro, Giuditta, Dinapoli, Nicola, Peng, Qian, Casà, Calogero, Gambacorta, Maria Antonietta, Valentini, Vincenzo, Lang, Jinyi
Published in Radiation oncology (London, England) (15.04.2022)
Published in Radiation oncology (London, England) (15.04.2022)
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Journal Article
The impact of radiomics in diagnosis and staging of pancreatic cancer
Casà, Calogero, Piras, Antonio, D’Aviero, Andrea, Preziosi, Francesco, Mariani, Silvia, Cusumano, Davide, Romano, Angela, Boskoski, Ivo, Lenkowicz, Jacopo, Dinapoli, Nicola, Cellini, Francesco, Gambacorta, Maria Antonietta, Valentini, Vincenzo, Mattiucci, Gian Carlo, Boldrini, Luca
Published in Therapeutic Advances in Gastrointestinal Endoscopy (01.03.2022)
Published in Therapeutic Advances in Gastrointestinal Endoscopy (01.03.2022)
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Book Review
Journal Article
CT-based radiomics modeling for skull dysmorphology severity and surgical outcome prediction in children with isolated sagittal synostosis: a hypothesis-generating study
Calandrelli, Rosalinda, Boldrini, Luca, Tran, Huong Elena, Quinci, Vincenzo, Massimi, Luca, Pilato, Fabio, Lenkowicz, Jacopo, Votta, Claudio, Colosimo, Cesare
Published in Radiologia medica (01.06.2022)
Published in Radiologia medica (01.06.2022)
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Journal Article
Radiomics-enhanced early regression index for predicting treatment response in rectal cancer: a multi-institutional 0.35 T MRI-guided radiotherapy study
Boldrini, Luca, Chiloiro, Giuditta, Cusumano, Davide, Yadav, Poonam, Yu, Gao, Romano, Angela, Piras, Antonio, Votta, Claudio, Placidi, Lorenzo, Broggi, Sara, Catucci, Francesco, Lenkowicz, Jacopo, Indovina, Luca, Bassetti, Michael F., Yang, Yingli, Fiorino, Claudio, Valentini, Vincenzo, Gambacorta, Maria Antonietta
Published in Radiologia medica (01.04.2024)
Published in Radiologia medica (01.04.2024)
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Journal Article
A Predictive Model of 2yDFS During MR-Guided RT Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer Patients
Chiloiro, Giuditta, Boldrini, Luca, Preziosi, Francesco, Cusumano, Davide, Yadav, Poonam, Romano, Angela, Placidi, Lorenzo, Lenkowicz, Jacopo, Dinapoli, Nicola, Bassetti, Michael F, Gambacorta, Maria Antonietta, Valentini, Vincenzo
Published in Frontiers in oncology (24.02.2022)
Published in Frontiers in oncology (24.02.2022)
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Journal Article
A Deep Learning Approach for the Fast Generation of Synthetic Computed Tomography from Low-Dose Cone Beam Computed Tomography Images on a Linear Accelerator Equipped with Artificial Intelligence
Vellini, Luca, Zucca, Sergio, Lenkowicz, Jacopo, Menna, Sebastiano, Catucci, Francesco, Quaranta, Flaviovincenzo, Pilloni, Elisa, D’Aviero, Andrea, Aquilano, Michele, Di Dio, Carmela, Iezzi, Ma, Re, Alessia, Preziosi, Francesco, Piras, Antonio, Boschetti, Althea, Piccari, Danila, Mattiucci, Gian Carlo, Cusumano, Davide
Published in Applied sciences (01.06.2024)
Published in Applied sciences (01.06.2024)
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Journal Article
Local tuning of radiomics-based model for predicting pathological response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer
Tang, Bin, Lenkowicz, Jacopo, Peng, Qian, Boldrini, Luca, Hou, Qing, Dinapoli, Nicola, Valentini, Vincenzo, Diao, Peng, Yin, Gang, Orlandini, Lucia Clara
Published in BMC medical imaging (14.03.2022)
Published in BMC medical imaging (14.03.2022)
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Journal Article
Artificial Intelligence and OCT Angiography in Full Thickness Macular Hole. New Developments for Personalized Medicine
Rizzo, Stanislao, Savastano, Alfonso, Lenkowicz, Jacopo, Savastano, Maria Cristina, Boldrini, Luca, Bacherini, Daniela, Falsini, Benedetto, Valentini, Vincenzo
Published in Diagnostics (Basel) (01.12.2021)
Published in Diagnostics (Basel) (01.12.2021)
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Journal Article