Bag-of-Words Algorithm to Predict Response to Treatment in Gist Tumors Using CT Scans

Authors: Cafaro, Debora, Cappello, Giovanni, Cannella, Roberto, Bartolotta, Tommaso Vincenzo, Grignani, Giovanni, Merlini, Alessandra, Regge, Daniele, Giannini, Valentina

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology

Authors: Nicoletti, Giulia, Marchio, Caterina, Rosati, Samanta, Berrino, Enrico, Aquilano, Maria Costanza, Bonoldi, Emanuela, Balestra, Gabriella, Regge, Daniele, Giannini, Valentina

Source: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) BIBE Bioinformatics and Bioengineering (BIBE), 2023 IEEE 23rd International Conference on. :333-337 Dec, 2023

Relation: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE)

Comparison between Different Approaches for the Creation of the Training Set: How Clustering and Dimensionality Impact the Performance of a Deep Learning Model

Authors: Panic, Jovana, Defeudis, Arianna, Regge, Daniele, Balestra, Gabriella, Rosati, Samanta, Giannini, Valentina

Source: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) BIBE Bioinformatics and Bioengineering (BIBE), 2023 IEEE 23rd International Conference on. :393-396 Dec, 2023

Relation: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE)

A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study

Authors: Panic, Jovana, Defeudis, Arianna, Mazzetti, Simone, Rosati, Samanta, Giannetto, Giuliana, Micilotta, Monica, Vassallo, Lorenzo, Gatti, Marco, Regge, Daniele, Balestra, Gabriella, Giannini, Valentina

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :5066-5069 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

AI trustworthiness in prostate cancer imaging: a look at algorithmic and system transparency*

Authors: Colantonio, Sara, Berti, Andrea, Buongiorno, Rossana, Del Corso, Giulio, Pachetti, Eva, Pascali, Maria Antonietta, Kalantzopoulos, Charalampos, Kalokyri, Varvara, Kondylakis, Haridimos, Tachos, Nikolaos, Fotiadis, Dimitris, Giannini, Valentina, Mazzetti, Simone, Regge, Daniele, Papanikolaou, Nickolas, Marias, Konstantinos, Tsiknakis, Manolis

Source: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology Data Science and Engineering in Healthcare, Medicine and Biology, 2023 IEEE EMBS Special Topic Conference on. :79-80 Dec, 2023

Relation: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology

Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images

Authors: Panic, Jovana, Giannini, Valentina, Defeudis, Arianna, Regge, Daniele, Balestra, Gabriella, Rosati, Samanta

Source: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Medical Measurements and Applications (MeMeA), 2022 IEEE International Symposium on. :1-6 Jun, 2022

Relation: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)

Comparison of Machine and Deep Learning models for automatic segmentation of prostate cancers on multiparametric MRI

Authors: Maimone, Giovanni, Nicoletti, Giulia, Mazzetti, Simone, Regge, Daniele, Giannini, Valentina

Source: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Medical Measurements and Applications (MeMeA), 2022 IEEE International Symposium on. :1-5 Jun, 2022

Relation: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)

A Deep Learning model to segment liver metastases on CT images acquired at different time-points during chemotherapy

Authors: Defeudis, Arianna, Panic, Jovana, Guzzinati, Walter, Pusceddu, Laura, Vassallo, Lorenzo, Regge, Daniele, Giannini, Valentina

Source: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Medical Measurements and Applications (MeMeA), 2022 IEEE International Symposium on. :1-6 Jun, 2022

Relation: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)

Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer

Authors: Defeudis, Arianna, Cefaloni, Lorenzo, Giannetto, Giuliana, Cappello, Giovanni, Rizzetto, Francesco, Panic, Jovana, Barra, Davide, Nicoletti, Giulia, Mazzetti, Simone, Vanzulli, Alberto, Regge, Daniele, Giannini, Valentina

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :3305-3308 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil

Authors: Barra, Davide, Nicoletti, Giulia, Defeudis, Arianna, Mazzetti, Simone, Panic, Jovana, Gatti, Marco, Faletti, Riccardo, Russo, Filippo, Regge, Daniele, Giannini, Valentina

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :3370-3373 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI?

Authors: Nicoletti, Giulia, Barra, Davide, Defeudis, Arianna, Mazzetti, Simone, Gatti, Marco, Faletti, Riccardo, Russo, Filippo, Regge, Daniele, Giannini, Valentina

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :3374-3377 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images

Authors: Panic, Jovana, Defeudis, Arianna, Mazzetti, Simone, Rosati, Samanta, Giannetto, Giuliana, Vassallo, Lorenzo, Regge, Daniele, Balestra, Gabriella, Giannini, Valentina

Source: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2020 42nd Annual International Conference of the IEEE. :1675-1678 Jul, 2020

Relation: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society

An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images

Authors: Giannini, Valentina, Defeudis, Arianna, Rosati, Samanta, Cappello, Giovanni, Mazzetti, Simone, Panic, Jovana, Regge, Daniele, Balestra, Gabriella

Source: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2020 42nd Annual International Conference of the IEEE. :1339-1342 Jul, 2020

Relation: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society

Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy

Authors: Giannini, Valentina, Defeudis, Arianna, Rosati, Samanta, Cappello, Giovanni, Vassallo, Lorenzo, Mazzetti, Simone, Panic, Jovana, Regge, Daniele, Balestra, Gabriella

Source: 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Medical Measurements and Applications (MeMeA), 2020 IEEE International Symposium on. :1-5 Jun, 2020

Relation: 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)

Multimodal T2w and DWI Prostate Gland Automated Registration

Authors: Santi, Bruno De, Salvi, Massimo, Giannini, Valentina, Meiburger, Kristen M., Michielli, Nicola, Seoni, Silvia, Regge, Daniele, Molinari, Filippo

Source: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2019 41st Annual International Conference of the IEEE. :4427-4430 Jul, 2019

Relation: 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

MultiTrans: Multi-branch transformer network for medical image segmentation

Authors: Zhang, Yanhua, Balestra, Gabriella, Zhang, Ke, Wang, Jingyu, Rosati, Samanta, Giannini, Valentina

Source: In Computer Methods and Programs in Biomedicine September 2024 254

Radiomics for pretreatment prediction of pathological response to neoadjuvant therapy using magnetic resonance imaging: Influence of feature selection

Authors: Giannini, Valentina, Rosati, Samanta, Castagneri, Cristina, Martincich, Laura, Regge, Daniele, Balestra, Gabriella

Source: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on. :285-288 Apr, 2018

Relation: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)

Radiomics and liver: Where we are and where we are headed?

Authors: Maino, Cesare, Vernuccio, Federica, Cannella, Roberto, Franco, Paolo Niccolò, Giannini, Valentina, Dezio, Michele, Pisani, Antonio Rosario, Blandino, Antonino Andrea, Faletti, Riccardo, De Bernardi, Elisabetta, Ippolito, Davide, Gatti, Marco, Inchingolo, Riccardo

Source: In European Journal of Radiology February 2024 171

A mutation-based radiomics signature predicts response to imatinib in Gastrointestinal Stromal Tumors (GIST)

Authors: Cappello, Giovanni, Giannini, Valentina, Cannella, Roberto, Tabone, Emanuele, Ambrosini, Ilaria, Molea, Francesca, Damiani, Nicolò, Landolfi, Ilenia, Serra, Giovanni, Porrello, Giorgia, Gozzo, Cecilia, Incorvaia, Lorena, Badalamenti, Giuseppe, Grignani, Giovanni, Merlini, Alessandra, D’Ambrosio, Lorenzo, Bartolotta, Tommaso Vincenzo, Regge, Daniele

Source: In European Journal of Radiology Open December 2023 11

How local geography shapes firm geography

Authors: Cainelli, Giulio, Giannini, Valentina, Iacobucci, Donato

Source: Entrepreneurship and regional development. 34(9-10):955-976

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100165612262.0x000001&indx=1&recIds=ETOCvdc_100165612262.0x000001