Daniele Regge - RankMe

55 papers C 2Misc 1Journal 13Unranked 39

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI Model Passport: Data and System Traceability Framework for Transparent AI in Health. CoRR Varvara Kalokyri, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Stelios Sfakianakis, Haridimos Kondylakis, Dimitrios I. Zaridis, Sara Colantonio, Daniele Regge, Nikolaos Papanikolaou, ProCAncer-I Consortium, Konstantinos Marias, Dimitrios I. Fotiadis, Manolis Tsiknakis
2025	J	`jnl`	Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks. J. Imaging Avtantil Dimitriadis, Grigorios Kalliatakis, Richard Osuala, Dimitri A. Kessler, Simone Mazzetti, Daniele Regge, Oliver Díaz, Karim Lekadir, Dimitrios A. Fotiadis, Manolis Tsiknakis, Nikolaos Papanikolaou, Kostas Marias, ProCAncer-I Consortium
2025	—	`conf`	Large-Scale Radiomics Analysis for Prostate Cancer Detection Harnessing Machine and Deep Learning Models. ISBI Eugenia Mylona, Dimitrios I. Zaridis, Charalampos Kalantzopoulos, Vasileios C. Pezoulas, Nikolaos S. Tachos, George K. Matsopoulos, Daniele Regge, Nikolaos Papanikolaou, Manolis Tsiknakis, Kostas Marias, Dimitrios I. Fotiadis
2025	J	`jnl`	Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi-Center Setting. Int. J. Imaging Syst. Technol. Jovana Panic, Arianna Defeudis, Lorenzo Vassallo, Stefano Cirillo, Marco Gatti, Roberto Sghedoni, Michele Avanzo, Angelo Vanzulli, Luca Sorrentino, Luca Boldrini, Huong Elena Tran, Giuditta Chiloiro, Giuseppe Roberto D'Agostino, Enrico Menghi, Roberta Fusco, Antonella Petrillo, Vincenza Granata, Martina Mori, Claudio Fiorino, Barbara Alicja Jereczek-Fossa, Marianna Alessandra Gerardi, Serena Dell'Aversana, Antonio Esposito, Daniele Regge, Samanta Rosati, Gabriella Balestra, Valentina Giannini
2025	J	`jnl`	Scalable Clinical Annotation with Location Evidence (SCALE). Comput. Biol. Medicine Joeran S. Bosma, Luc Builtjes, Anindo Saha, Jasper J. Twilt, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou, Ivo G. Schoots, Jeroen Veltman, Mattijs Elschot, Derya Yakar, Nancy A. Obuchowski, Mattias P. Heinrich, Alessa Hering, Maarten de Rooij, Henkjan Huisman
2025	J	`jnl`	Scaling Artificial Intelligence for Prostate Cancer Detection on MRI towards Population-Based Screening and Primary Diagnosis in a Global, Multiethnic Population (Study Protocol). CoRR Anindo Saha, Joeran S. Bosma, Jasper J. Twilt, Alexander B. C. D. Ng, Aqua Asif, Kirti Magudia, Peder Larson, Qinglin Xie, Xiaodong Zhang, Chi Pham Minh, Samuel N. Gitau, Ivo G. Schoots, Martijn F. Boomsma, Renato Cuocolo, Nikolaos Papanikolaou, Daniele Regge, Derya Yakar, Mattijs Elschot, Jeroen Veltman, Baris Turkbey, Nancy A. Obuchowski, Jurgen J. Fütterer, Anwar R. Padhani, Hashim Uddin Ahmed, Tobias Nordström, Martin Eklund, Veeru Kasivisvanathan, Maarten de Rooij, Henkjan Huisman
2025	J	`jnl`	Self-supervised learning leads to improved performance in biparametric prostate MRI classification. Comput. Biol. Medicine José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Celso Matos, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou
2025	Misc	`conf`	Texture Preserving Deep Learning-Based Noise Reduction for Anatomical Magnetic Resonance Images and its Impact on Imaging Features. SACI Eleftherios Trivizakis, Eugenia Mylona, Katerina Nikiforaki, Dimitrios I. Zaridis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Nikolaos S. Tachos, Daniele Regge, Nikolaos Papanikolaou, Kostas Marias
2025	—	`conf`	Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape. IbPRIA (2) Ana Rodrigues, Nuno Miguel Rodrigues, José Guilherme de Almeida, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou, Inês Domingues
2024	J	`jnl`	Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data. Comput. Biol. Medicine 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
2024	—	`conf`	Bag-of-Words Algorithm to Predict Response to Treatment in Gist Tumors Using CT Scans. ISBI Debora Cafaro, Giovanni Cappello, Roberto Cannella, Tommaso Vincenzo Bartolotta, Giovanni Grignani, Alessandra Merlini, Daniele Regge, Valentina Giannini
2024	J	`jnl`	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 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
2024	—	`conf`	Data and System Traceability for Transparent AI in Medical Imaging. SEBD 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
2024	—	`conf`	Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer. ISBI Giulio Del Corso, Eva Pachetti, Rossana Buongiorno, Ana Carolina Rodrigues, Danila Germanese, Maria Antonietta Pascali, José G. de Almeida, Nuno Miguel Rodrigues, Manolis Tsiknakis, Nickolas Papanikolaou, Daniele Regge, Kostas Marias, ProCAncer-I Consortium, Sara Colantonio
2023	C	`conf`	Comparison between Different Approaches for the Creation of the Training Set: How Clustering and Dimensionality Impact the Performance of a Deep Learning Model. BIBE Jovana Panic, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati, Valentina Giannini
2023	C	`conf`	How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology. BIBE Giulia Nicoletti, Caterina Marchiò, Samanta Rosati, Enrico Berrino, Maria Costanza Aquilano, Emanuela Bonoldi, Gabriella Balestra, Daniele Regge, Valentina Giannini
2022	—	`conf`	A Deep Learning model to segment liver metastases on CT images acquired at different time-points during chemotherapy. MeMeA Arianna Defeudis, Jovana Panic, Walter Guzzinati, Laura Pusceddu, Lorenzo Vassallo, Daniele Regge, Valentina Giannini
2022	—	`conf`	A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study. EMBC Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Monica Micilotta, Lorenzo Vassallo, Marco Gatti, Daniele Regge, Gabriella Balestra, Valentina Giannini
2022	—	`conf`	Comparison of Machine and Deep Learning models for automatic segmentation of prostate cancers on multiparametric MRI. MeMeA Giovanni Maimone, Giulia Nicoletti, Simone Mazzetti, Daniele Regge, Valentina Giannini
2022	—	`conf`	Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images. MeMeA Jovana Panic, Valentina Giannini, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati
2022	J	`jnl`	Integration of Deep Learning and Active Shape Models for More Accurate Prostate Segmentation in 3D MR Images. J. Imaging Massimo Salvi, Bruno De Santi, Bianca Pop, Martino Bosco, Valentina Giannini, Daniele Regge, Filippo Molinari, Kristen M. Meiburger
2021	—	`conf`	Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer. EMBC Arianna Defeudis, Lorenzo Cefaloni, Giuliana Giannetto, Giovanni Cappello, Francesco Rizzetto, Jovana Panic, Davide Barra, Giulia Nicoletti, Simone Mazzetti, Alberto Vanzulli, Daniele Regge, Valentina Giannini
2021	—	`conf`	Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil. EMBC Davide Barra, Giulia Nicoletti, Arianna Defeudis, Simone Mazzetti, Jovana Panic, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini
2021	—	`conf`	Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI? EMBC Giulia Nicoletti, Davide Barra, Arianna Defeudis, Simone Mazzetti, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini
2020	—	`conf`	A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. EMBC Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Lorenzo Vassallo, Daniele Regge, Gabriella Balestra, Valentina Giannini
2020	—	`conf`	An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images. EMBC Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra
2020	—	`conf`	Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy. MeMeA Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Lorenzo Vassallo, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra
2019	—	`conf`	Multimodal T2w and DWI Prostate Gland Automated Registration. EMBC Bruno De Santi, Massimo Salvi, Valentina Giannini, Kristen M. Meiburger, Nicola Michielli, Silvia Seoni, Daniele Regge, Filippo Molinari
2018	—	`conf`	Correlation based Feature Selection impact on the classification of breast cancer patients response to neoadjuvant chemotherapy. MeMeA Samanta Rosati, Claudia Maria Gianfreda, Gabriella Balestra, Laura Martincich, Valentina Giannini, Daniele Regge
2018	—	`conf`	Radiomics for pretreatment prediction of pathological response to neoadjuvant therapy using magnetic resonance imaging: Influence of feature selection. ISBI Valentina Giannini, Samanta Rosati, Cristina Castagneri, Laura Martincich, Daniele Regge, Gabriella Balestra
2017	—	`conf`	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 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
2017	—	`conf`	Deep ensemble learning of virtual endoluminal views for polyp detection in CT colonography. Computer-Aided Diagnosis Kensuke Umehara, Janne J. Näppi, Toru Hironaka, Daniele Regge, Takayuki Ishida, Hiroyuki Yoshida
2016	—	`conf`	Dataset homogeneity assessment for a prostate cancer CAD system. MeMeA Samanta Rosati, Valentina Giannini, Cristina Castagneri, Daniele Regge, Gabriella Balestra
2016	—	`conf`	Deep transfer learning of virtual endoluminal views for the detection of polyps in CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Toru Hironaka, Daniele Regge, Hiroyuki Yoshida
2016	J	`jnl`	MR-T2-weighted signal intensity: a new imaging biomarker of prostate cancer aggressiveness. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Valentina Giannini, Anna Vignati, S. Mirasole, Simone Mazzetti, Filippo Russo, Michele Stasi, Daniele Regge
2016	—	`conf`	Performance evaluation of multi-material electronic cleansing for ultra-low-dose dual-energy CT colonography. Computer-Aided Diagnosis Rie Tachibana, Naja Kohlhase, Janne J. Näppi, Toru Hironaka, Junko Ota, Takayuki Ishida, Daniele Regge, Hiroyuki Yoshida
2015	—	`conf`	A 3D Voxel Neighborhood Classification Approach within a Multiparametric MRI Classifier for Prostate Cancer Detection. IWBBIO (1) Francesco Rossi, Alessandro Savino, Valentina Giannini, Anna Vignati, Simone Mazzetti, Alfredo Benso, Stefano Di Carlo, Gianfranco Politano, Daniele Regge
2015	J	`jnl`	A fully automatic computer aided diagnosis system for peripheral zone prostate cancer detection using multi-parametric magnetic resonance imaging. Comput. Medical Imaging Graph. Valentina Giannini, Simone Mazzetti, Anna Vignati, Filippo Russo, Enrico Bollito, Francesco Porpiglia, Michele Stasi, Daniele Regge
2015	—	`conf`	ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI. MeMeA Samanta Rosati, Gabriella Balestra, Valentina Giannini, Simone Mazzetti, Filippo Russo, Daniele Regge
2015	—	`conf`	Context-specific method for detection of soft-tissue lesions in non-cathartic low-dose dual-energy CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Daniele Regge, Hiroyuki Yoshida
2014	—	`conf`	A Prostate Cancer Computer Aided Diagnosis Software including Malignancy Tumor Probabilistic Classification. BIOIMAGING Alessandro Savino, Alfredo Benso, Stefano Di Carlo, Valentina Giannini, Anna Vignati, Gianfranco Politano, Simone Mazzetti, Daniele Regge
2014	J	`jnl`	A new algorithm for automatic vascular mapping of DCE-MRI of the breast: Clinical application of a potential new biomarker. Comput. Methods Programs Biomed. Anna Vignati, Valentina Giannini, Luca A. Carbonaro, Ilaria Bertotto, Laura Martincich, Francesco Sardanelli, Daniele Regge
2014	—	`conf`	Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography. ABDI@MICCAI Janne J. Näppi, Rie Tachibana, Daniele Regge, Hiroyuki Yoshida
2013	—	`conf`	A prostate CAD system based on multiparametric analysis of DCE T1-w, and DW automatically registered images. Computer-Aided Diagnosis Valentina Giannini, Anna Vignati, Simone Mazzetti, Massimo De Luca, Christian Bracco, Michele Stasi, Filippo Russo, Enrico Armando, Daniele Regge
2012	—	`conf`	Application of CT Acquisition Parameters as Features in Computer-Aided Detection for CT Colonography. Abdominal Imaging Janne Näppi, Don C. Rockey, Daniele Regge, Hiroyuki Yoshida
2011	—	`conf`	A CAD system based on multi-parametric analysis for cancer prostate detection on DCE-MRI. Computer-Aided Diagnosis Simone Mazzetti, Massimo De Luca, Christian Bracco, Anna Vignati, Valentina Giannini, Michele Stasi, Filippo Russo, Enrico Armando, Silvano Agliozzo, Daniele Regge
2011	—	`conf`	A fully automatic method to register the prostate gland on T2-weighted and EPI-DWI images. EMBC Massimo De Luca, Valentina Giannini, Anna Vignati, Simone Mazzetti, Christian Bracco, Michele Stasi, Enrico Armando, Filippo Russo, Enrico Bollito, Francesco Porpiglia, Daniele Regge
2011	—	`conf`	Comparative Performance of Random Forest and Support Vector Machine Classifiers for Detection of Colorectal Lesions in CT Colonography. Abdominal Imaging Janne Näppi, Daniele Regge, Hiroyuki Yoshida
2011	—	`conf`	Ensemble Detection of Colorectal Lesions for CT Colonography. Abdominal Imaging Janne Näppi, Daniele Regge, Hiroyuki Yoshida
2011	—	`conf`	Probabilistic method for context-sensitive detection of polyps in CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Daniele Regge, Hiroyuki Yoshida
2009	—	`conf`	A fully automatic lesion detection method for DCE-MRI fat-suppressed breast images. Computer-Aided Diagnosis Anna Vignati, Valentina Giannini, Alberto Bert, Massimo De Luca, Lia Morra, Diego Persano, Laura Martincich, Daniele Regge
2009	—	`conf`	Adaptive remapping procedure for electronic cleansing of fecal tagging CT colonography images. Computer-Aided Diagnosis Lia Morra, Silvia Delsanto, Delia Campanella, Daniele Regge, Alberto Bert
2009	J	`jnl`	An automatic method for colon segmentation in CT colonography. Comput. Medical Imaging Graph. Alberto Bert, Ivan Dmitriev, Silvano Agliozzo, Natalia Pietrosemoli, Mark A. Mandelkern, Teresa Gallo, Daniele Regge
2009	—	`conf`	Characteristics of false positive findings in CT colonography CAD: a comparison of two fecal tagging regimens. Computer-Aided Diagnosis Lia Morra, Silvia Delsanto, Silvano Agliozzo, Riccardo Baggio, Erika Belluccio, Loredana Correale, Dario Genova, Alberto Bert, Daniele Regge
2008	—	`conf`	Computer aided detection of polyps in virtual colonoscopy with sameday faecal tagging. Computer-Aided Diagnosis Silvia Delsanto, Lia Morra, Silvano Agliozzo, Riccardo Baggio, Delia Campanella, Vincenzo Tartaglia, Francesca Cerri, Franco Iafrate, Emanuele Neri, Andrea Laghi, Daniele Regge