CAVINATO, LARA
[18F]FMCH PET/CT biomarkers and similarity analysis to refine the definition of oligometastatic prostate cancer
2021-01-01 Sollini, Martina; Bartoli, Francesco; Cavinato, Lara; Ieva, Francesca; Ragni, Alessandra; Marciano, Andrea; Zanca, Roberta; Galli, Luca; Paiar, Fabiola; Pasqualetti, Francesco; Erba, Paola Anna
CT-radiomics and pathological tumor response to systemic therapy: A predictive analysis for colorectal liver metastases. Development and internal validation of a clinical-radiomic model
2025-01-01 Ammirabile, Angela; Cavinato, Lara; Ferro, Carola Anna Paolina; Fiz, Francesco; Savino, Matteo Stefano; Russolillo, Nadia; Balbo Mussetto, Annalisa; Ragaini, Elisa Maria; Lanza, Ezio; Akpinar, Reha; Procopio, Fabio; Francone, Marco; Terracciano, Luigi Maria; Gallo, Teresa; De Rosa, Giovanni; Ferrero, Alessandro; Di Tommaso, Luca; Ieva, Francesca; Torzilli, Guido; Viganò, Luca
Deciphering the effects of radiopharmaceutical therapy in the tumor microenvironment of prostate cancer: an in-silico exploration with spatial transcriptomics
2024-01-01 Hong, Jimin; Bae, Sungwoo; Cavinato, Lara; Seifert, Robert; Ryhiner, Marc; Rominger, Axel; Erlandsson, Kjell; Wilks, Moses; Normandin, Marc; El-Fakhri, Georges; Choi, Hongyoon; Shi, Kuangyu
Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data
2023-01-01 Cavinato, Lara; Massi, Michela Carlotta; Sollini, Martina; Kirienko, Margarita; Ieva, Francesca
Explainable domain transfer of distant supervised cancer subtyping model via imaging-based rules extraction
2023-01-01 Cavinato, Lara; Gozzi, Noemi; Sollini, Martina; Kirienko, Margarita; Carlo-Stella, Carmelo; Rusconi, Chiara; Chiti, Arturo; Ieva, Francesca
Imaging-based representation and stratification of intra-tumor heterogeneity via tree-edit distance
2022-01-01 Cavinato, L.; Pegoraro, M.; Ragni, A.; Sollini, M.; Erba, P. A.; Ieva, F.
Improved interpretation of 18F-florzolotau PET in progressive supranuclear palsy using a normalization-free deep-learning classifier
2023-01-01 Lu, Jiaying; Clement, Christoph; Hong, Jimin; Wang, Min; Li, Xinyi; Cavinato, Lara; Yen, Tzu-Chen; Jiao, Fangyang; Wu, Ping; Wu, Jianjun; Ge, Jingjie; Sun, Yimin; Brendel, Matthias; Lopes, Leonor; Rominger, Axel; Wang, Jian; Liu, Fengtao; Zuo, Chuantao; Guan, Yihui; Zhao, Qianhua; Shi, Kuangyu
Long-axial field-of-view PET/CT improves radiomics feature reliability
2024-01-01 Alberts, Ian L.; Xue, Song; Sari, Hasan; Cavinato, Lara; Prenosil, George; Afshar-Oromieh, Ali; Mingels, Clemens; Shi, Kuangyu; Caobelli, Federico; Rahmim, Arman; Pyka, Thomas; Rominger, Axel
Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible
2023-01-01 Costa, Guido; Cavinato, Lara; Fiz, Francesco; Sollini, Martina; Chiti, Arturo; Torzilli, Guido; Ieva, Francesca; Viganò, Luca
Methodological framework for radiomics applications in Hodgkin’s lymphoma
2020-01-01 Sollini, Martina; Kirienko, Margarita; Cavinato, Lara; Ricci, Francesca; Biroli, Matteo; Ieva, Francesca; Calderoni, Letizia; Tabacchi, Elena; Nanni, Cristina; Luigi Zinzani, Pier; Fanti, Stefano; Guidetti, Anna; Alessi, Alessandra; Corradini, Paolo; Seregni7 Carmelo Carlo-Stella and Arturo Chiti, Ettore
Radiomic Gradient in Peritumoural Tissue of Liver Metastases: A Biomarker for Clinical Practice? Analysing Density, Entropy, and Uniformity Variations with Distance from the Tumour
2024-01-01 Fiz, Francesco; Ragaini, Elisa Maria; Sirchia, Sara; Masala, Chiara; Viganò, Samuele; Francone, Marco; Cavinato, Lara; Lanzarone, Ettore; Ammirabile, Angela; Viganò, Luca
Radiomics of Liver Metastases: A Systematic Review
2020-01-01 Fiz, Francesco; Viganò, Luca; Gennaro, Nicolò; Costa, Guido; La Bella, Ludovico; Boichuk, Alexandra; Cavinato, Lara; Sollini, Martina; Politi, Letterio S; Chiti, Arturo; Torzilli, Guido
Radiomics-Based Inter-Lesion Relation Network to Describe [18F]FMCH PET/CT Imaging Phenotypes in Prostate Cancer
2023-01-01 Cavinato, L.; Sollini, M.; Ragni, A.; Bartoli, F.; Zanca, R.; Pasqualetti, F.; Marciano, A.; Ieva, F.; Erba, P. A.
The Predictive Role of Radiomics in Breast Cancer Patients Imaged by [18F]FDG PET: Preliminary Results from a Prospective Cohort
2024-01-01 Gelardi, Fabrizia; Cavinato, Lara; De Sanctis, Rita; Ninatti, Gaia; Tiberio, Paola; Rodari, Marcello; Zambelli, Alberto; Santoro, Armando; Fernandes, Bethania; Chiti, Arturo; Antunovic, Lidija; Sollini, Martina
Unveiling the biological side of PET-derived biomarkers: a simulation-based approach applied to PDAC assessment
2024-01-01 Cavinato, Lara; Hong, Jimin; Wartenberg, Martin; Reinhard, Stefan; Seifert, Robert; Zunino, Paolo; Manzoni, Andrea; Ieva, Francesca; Chiti, Arturo; Rominger, Axel; Shi, Kuangyu
Virtual Biopsy for Diagnosis of Chemotherapy-Associated Liver Injuries and Steatohepatitis: A Combined Radiomic and Clinical Model in Patients with Colorectal Liver Metastases
2021-01-01 Costa, Guido; Cavinato, Lara; Masci, Chiara; Fiz, Francesco; Sollini, Martina; Politi, Letterio Salvatore; Chiti, Arturo; Balzarini, Luca; Aghemo, Alessio; di Tommaso, Luca; Ieva, Francesca; Torzilli, Guido; Viganò, Luca