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2020 – today
- 2024
[j7]Nuno M. Rodrigues
, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Raquel Moreno, Celso Matos, Leonardo Vanneschi, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Sara Silva, Nickolas Papanikolaou:
Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data. Comput. Biol. Medicine 171: 108216 (2024)- [j6]Nuno Miguel Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Raquel Moreno, Celso Matos, Leonardo Vanneschi, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Sara Silva, Nickolas Papanikolaou:
Corrigendum to "Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data" [Comput. Biol. Med. 17 (2024) 108216]. Comput. Biol. Medicine 173: 108352 (2024) - [c39]Debora Cafaro, Giovanni Cappello, Roberto Cannella, Tommaso Vincenzo Bartolotta, Giovanni Grignani, Alessandra Merlini, Daniele Regge, Valentina Giannini:
Bag-of-Words Algorithm to Predict Response to Treatment in Gist Tumors Using CT Scans. ISBI 2024: 1-5 - [c38]Giulio Del Corso, Eva Pachetti, Rossana Buongiorno, Ana Carolina Rodrigues, Danila Germanese, Maria Antonietta Pascali, José G. de Almeida, Nuno M. Rodrigues, Manolis Tsiknakis, Nickolas Papanikolaou, Daniele Regge, Kostas Marias, ProCAncer-I Consortium, Sara Colantonio:
Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer. ISBI 2024: 1-4 - [c37]Sara Colantonio, Andrea Berti, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Varvara Kalokyri, Haridimos Kondylakis, Charalampos Kalantzopoulos, Nikolaos S. Tachos, Dimitris I. Fotiadis, Valentina Giannini, Simone Mazzetti, Daniele Regge, Nickolas Papanikolaou, Konstantinos Marias, Manolis Tsiknakis:
Data and System Traceability for Transparent AI in Medical Imaging. SEBD 2024: 615-623 - 2023
- [c36]Giulia Nicoletti, Caterina Marchiò, Samanta Rosati, Enrico Berrino, Maria Costanza Aquilano, Emanuela Bonoldi, Gabriella Balestra, Daniele Regge, Valentina Giannini:
How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology. BIBE 2023: 333-337 - [c35]Jovana Panic, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati, Valentina Giannini:
Comparison between Different Approaches for the Creation of the Training Set: How Clustering and Dimensionality Impact the Performance of a Deep Learning Model. BIBE 2023: 393-396 - 2022
- [j5]Massimo Salvi, Bruno De Santi, Bianca Pop, Martino Bosco, Valentina Giannini, Daniele Regge, Filippo Molinari, Kristen M. Meiburger:
Integration of Deep Learning and Active Shape Models for More Accurate Prostate Segmentation in 3D MR Images. J. Imaging 8(5): 133 (2022) - [c34]Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Monica Micilotta, Lorenzo Vassallo, Marco Gatti, Daniele Regge, Gabriella Balestra, Valentina Giannini:
A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study. EMBC 2022: 5066-5069 - [c33]Arianna Defeudis, Jovana Panic, Walter Guzzinati, Laura Pusceddu, Lorenzo Vassallo, Daniele Regge, Valentina Giannini:
A Deep Learning model to segment liver metastases on CT images acquired at different time-points during chemotherapy. MeMeA 2022: 1-6 - [c32]Giovanni Maimone, Giulia Nicoletti, Simone Mazzetti, Daniele Regge, Valentina Giannini:
Comparison of Machine and Deep Learning models for automatic segmentation of prostate cancers on multiparametric MRI. MeMeA 2022: 1-5 - [c31]Jovana Panic, Valentina Giannini, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati:
Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images. MeMeA 2022: 1-6 - 2021
- [c30]Arianna Defeudis, Lorenzo Cefaloni, Giuliana Giannetto, Giovanni Cappello, Francesco Rizzetto, Jovana Panic, Davide Barra, Giulia Nicoletti, Simone Mazzetti, Alberto Vanzulli, Daniele Regge, Valentina Giannini:
Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer. EMBC 2021: 3305-3308 - [c29]Davide Barra, Giulia Nicoletti, Arianna Defeudis, Simone Mazzetti, Jovana Panic, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini:
Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil. EMBC 2021: 3370-3373 - [c28]Giulia Nicoletti, Davide Barra, Arianna Defeudis, Simone Mazzetti, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini:
Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI? EMBC 2021: 3374-3377 - 2020
- [c27]Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra:
An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images. EMBC 2020: 1339-1342 - [c26]Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Lorenzo Vassallo, Daniele Regge, Gabriella Balestra, Valentina Giannini:
A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. EMBC 2020: 1675-1678 - [c25]Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Lorenzo Vassallo, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra:
Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy. MeMeA 2020: 1-5
2010 – 2019
- 2019
- [c24]Bruno De Santi, Massimo Salvi, Valentina Giannini, Kristen M. Meiburger, Nicola Michielli, Silvia Seoni, Daniele Regge, Filippo Molinari:
Multimodal T2w and DWI Prostate Gland Automated Registration. EMBC 2019: 4427-4430 - 2018
- [c23]Valentina Giannini, Samanta Rosati, Cristina Castagneri, Laura Martincich, Daniele Regge, Gabriella Balestra:
Radiomics for pretreatment prediction of pathological response to neoadjuvant therapy using magnetic resonance imaging: Influence of feature selection. ISBI 2018: 285-288 - [c22]Samanta Rosati, Claudia Maria Gianfreda, Gabriella Balestra, Laura Martincich, Valentina Giannini, Daniele Regge:
Correlation based Feature Selection impact on the classification of breast cancer patients response to neoadjuvant chemotherapy. MeMeA 2018: 1-5 - 2017
- [c21]Maria Evelina Fantacci, Alberto Traverso, Stefano Bagnasco, Christian Bracco, Delia Campanella, G. Chiara, Ernesto Lopez Torres, A. Manca, Daniele Regge, Marco Saletta, Michele Stasi, Sara Vallero, Lorenzo Vassallo, Piergiorgio Cerello:
A Web- and Cloud- based Service for the Clinical Use of a CAD (Computer Aided Detection) System - Automated Detection of Lung Nodules in Thoracic CTs (Computed Tomographies). BIOINFORMATICS 2017: 202-209 - [c20]Kensuke Umehara, Janne J. Näppi, Toru Hironaka, Daniele Regge, Takayuki Ishida, Hiroyuki Yoshida:
Deep ensemble learning of virtual endoluminal views for polyp detection in CT colonography. Medical Imaging: Computer-Aided Diagnosis 2017: 101340G - 2016
- [j4]Valentina Giannini, Anna Vignati, S. Mirasole, Simone Mazzetti, Filippo Russo, Michele Stasi, Daniele Regge:
MR-T2-weighted signal intensity: a new imaging biomarker of prostate cancer aggressiveness. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4(3-4): 130-134 (2016) - [c19]Samanta Rosati, Valentina Giannini, Cristina Castagneri, Daniele Regge, Gabriella Balestra:
Dataset homogeneity assessment for a prostate cancer CAD system. MeMeA 2016: 1-7 - [c18]Janne J. Näppi, Toru Hironaka, Daniele Regge, Hiroyuki Yoshida:
Deep transfer learning of virtual endoluminal views for the detection of polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis 2016: 97852B - [c17]Rie Tachibana, Naja Kohlhase, Janne J. Näppi, Toru Hironaka, Junko Ota, Takayuki Ishida, Daniele Regge, Hiroyuki Yoshida:
Performance evaluation of multi-material electronic cleansing for ultra-low-dose dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis 2016: 978526 - 2015
- [j3]Valentina Giannini, Simone Mazzetti, Anna Vignati, Filippo Russo, Enrico Bollito, Francesco Porpiglia, Michele Stasi, Daniele Regge:
A fully automatic computer aided diagnosis system for peripheral zone prostate cancer detection using multi-parametric magnetic resonance imaging. Comput. Medical Imaging Graph. 46: 219-226 (2015) - [c16]Francesco Rossi, Alessandro Savino, Valentina Giannini, Anna Vignati, Simone Mazzetti, Alfredo Benso, Stefano Di Carlo, Gianfranco Politano, Daniele Regge:
A 3D Voxel Neighborhood Classification Approach within a Multiparametric MRI Classifier for Prostate Cancer Detection. IWBBIO (1) 2015: 231-239 - [c15]Samanta Rosati, Gabriella Balestra, Valentina Giannini, Simone Mazzetti, Filippo Russo, Daniele Regge:
ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI. MeMeA 2015: 297-302 - [c14]Janne J. Näppi, Daniele Regge, Hiroyuki Yoshida:
Context-specific method for detection of soft-tissue lesions in non-cathartic low-dose dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis 2015: 94142Y - 2014
- [j2]Anna Vignati, Valentina Giannini, Luca A. Carbonaro, Ilaria Bertotto, Laura Martincich, Francesco Sardanelli, Daniele Regge:
A new algorithm for automatic vascular mapping of DCE-MRI of the breast: Clinical application of a potential new biomarker. Comput. Methods Programs Biomed. 117(3): 482-488 (2014) - [c13]Alessandro Savino, Alfredo Benso, Stefano Di Carlo, Valentina Giannini, Anna Vignati, Gianfranco Politano, Simone Mazzetti, Daniele Regge:
A Prostate Cancer Computer Aided Diagnosis Software including Malignancy Tumor Probabilistic Classification. BIOIMAGING 2014: 49-54 - [c12]Janne J. Näppi, Rie Tachibana, Daniele Regge, Hiroyuki Yoshida:
Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography. ABDI@MICCAI 2014: 159-168 - 2013
- [c11]Valentina Giannini, Anna Vignati, Simone Mazzetti, Massimo De Luca, Christian Bracco, Michele Stasi, Filippo Russo, Enrico Armando, Daniele Regge:
A prostate CAD system based on multiparametric analysis of DCE T1-w, and DW automatically registered images. Medical Imaging: Computer-Aided Diagnosis 2013: 86703E - 2012
- [c10]Janne Näppi, Don C. Rockey, Daniele Regge, Hiroyuki Yoshida:
Application of CT Acquisition Parameters as Features in Computer-Aided Detection for CT Colonography. Abdominal Imaging 2012: 69-77 - 2011
- [c9]Massimo De Luca, Valentina Giannini, Anna Vignati, Simone Mazzetti, Christian Bracco, Michele Stasi, Enrico Armando, Filippo Russo, Enrico Bollito, Francesco Porpiglia, Daniele Regge:
A fully automatic method to register the prostate gland on T2-weighted and EPI-DWI images. EMBC 2011: 8029-8032 - [c8]Janne J. Näppi, Daniele Regge, Hiroyuki Yoshida:
Probabilistic method for context-sensitive detection of polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis 2011: 79631D - [c7]Simone Mazzetti, Massimo De Luca, Christian Bracco, Anna Vignati, Valentina Giannini, Michele Stasi, Filippo Russo, Enrico Armando, Silvano Agliozzo, Daniele Regge:
A CAD system based on multi-parametric analysis for cancer prostate detection on DCE-MRI. Medical Imaging: Computer-Aided Diagnosis 2011: 79633Q - [c6]Janne Näppi, Daniele Regge, Hiroyuki Yoshida:
Comparative Performance of Random Forest and Support Vector Machine Classifiers for Detection of Colorectal Lesions in CT Colonography. Abdominal Imaging 2011: 27-34 - [c5]Janne Näppi, Daniele Regge, Hiroyuki Yoshida:
Ensemble Detection of Colorectal Lesions for CT Colonography. Abdominal Imaging 2011: 60-67
2000 – 2009
- 2009
- [j1]Alberto Bert, Ivan Dmitriev, Silvano Agliozzo, Natalia Pietrosemoli, Mark A. Mandelkern, Teresa Gallo, Daniele Regge:
An automatic method for colon segmentation in CT colonography. Comput. Medical Imaging Graph. 33(4): 325-331 (2009) - [c4]Lia Morra, Silvia Delsanto, Silvano Agliozzo, Riccardo Baggio, Erika Belluccio, Loredana Correale, Dario Genova, Alberto Bert, Daniele Regge:
Characteristics of false positive findings in CT colonography CAD: a comparison of two fecal tagging regimens. Medical Imaging: Computer-Aided Diagnosis 2009: 72602L - [c3]Lia Morra, Silvia Delsanto, Delia Campanella, Daniele Regge, Alberto Bert:
Adaptive remapping procedure for electronic cleansing of fecal tagging CT colonography images. Medical Imaging: Computer-Aided Diagnosis 2009: 72602O - [c2]Anna Vignati, Valentina Giannini, Alberto Bert, Massimo De Luca, Lia Morra, Diego Persano, Laura Martincich, Daniele Regge:
A fully automatic lesion detection method for DCE-MRI fat-suppressed breast images. Medical Imaging: Computer-Aided Diagnosis 2009: 726026 - 2008
- [c1]Silvia Delsanto, Lia Morra, Silvano Agliozzo, Riccardo Baggio, Delia Campanella, Vincenzo Tartaglia, Francesca Cerri, Franco Iafrate, Emanuele Neri, Andrea Laghi, Daniele Regge:
Computer aided detection of polyps in virtual colonoscopy with sameday faecal tagging. Medical Imaging: Computer-Aided Diagnosis 2008: 69150T
Coauthor Index
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