Danila Germanese

According to our database, Danila Germanese authored at least 26 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Data and System Traceability for Transparent AI in Medical Imaging.

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

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment.

Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Francesco Conti, Giulio Del Corso, Danila Germanese, Davide Moroni, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer.

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

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features.

Giulio Del Corso, Danila Germanese, Maria Antonietta Pascali, Serena Bardelli, Armando Cuttano, Fabrizia Festante, Andrea Guzzetta, Lucia Rocchitelli, Sara Colantonio

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023

Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models.

Rossana Buongiorno, Giulio Del Corso, Danila Germanese, Leonardo Colligiani, Lorenzo Python, Chiara Romei, Sara Colantonio

J. Imaging, 2023

Computer Vision Tasks for Ambient Intelligence in Children's Health.

Danila Germanese, Sara Colantonio, Marco Del Coco, Pierluigi Carcagnì, Marco Leo

Inf., 2023

Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals.

Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

State of the Art of Audio- and Video-Based Solutions for AAL.

Slavisa Aleksic, Michael Atanasov, Jean Calleja-Agius, Kenneth P. Camilleri, Anto Cartolovni, Pau Climent-Pérez, Sara Colantonio, Stefania Cristina, Vladimir Despotovic, Hazim Kemal Ekenel, Mustafa Ekrem Erakin, Francisco Flórez-Revuelta, Danila Germanese, Nicole Grech, Steinunn Gróa Sigurðardóttir, Murat Emirzeoglu, Ivo Iliev, Mladjan Jovanovic, Martin Kampel, William Kearns, Andrzej Klimczuk, Lambros Lambrinos, Jennifer Lumetzberger, Wiktor Mucha, Sophie Noiret, Zada Pajalic, Rodrigo Rodriguez Peerez, Galidiya Petrova, Sintija Petrovica, Peter Pocta, Angelica Poli, Mara Pudane, Susanna Spinsante, Albert Ali Salah, María J. Santofimia, Anna Sigridur Islind, Lacramioara Stoicu-Tivadar, Hilda Tellioglu, Andrej Zgank

CoRR, 2022

2021

A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging.

Sara Colantonio, Antonio Salvati, Claudia Caudai, Ferruccio Bonino, Laura De Rosa, Maria Antonietta Pascali, Danila Germanese, Maurizia Rossana Brunetto, Francesco Faita

Proceedings of the Advances in Computational Collective Intelligence, 2021

2020

Monitoring Ancient Buildings: Real Deployment of an IoT System Enhanced by UAVs and Virtual Reality.

Manlio Bacco, Paolo Barsocchi, Pietro Cassarà, Danila Germanese, Alberto Gotta, Giuseppe Riccardo Leone, Davide Moroni, Maria Antonietta Pascali, Marco Tampucci

IEEE Access, 2020

UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images.

Rossana Buongiorno, Danila Germanese, Chiara Romei, Laura Tavanti, Annalisa De Liperi, Sara Colantonio

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study.

Danila Germanese, Sara Colantonio, Mario D'Acunto, Veronica Romagnoli, Antonio Salvati, Maurizia Brunetto

Sensors, 2019

Radiomics to Support Precision Medicine in Oncology.

Sara Colantonio, Andrea Barucci, Danila Germanese

ERCIM News, 2019

Towards Chronic Liver Dysfunction Self-monitoring: a Proof-of-Concept Study.

Danila Germanese, Sara Colantonio, Mario D'Acunto, Maurizia Brunetto, Veronica Romagnoli, Antonio Salvati

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Architectural Heritage: 3D Documentation and Structural Monitoring Using UAV.

Danila Germanese, Maria Antonietta Pascali, Andrea Berton, Giuseppe Riccardo Leone, Davide Moroni, Bushra Jalil, Marco Tampucci, Antonio Benassi

Proceedings of 1st International Workshop on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 15th Italian Research Conference on Digital Libraries (IRCDL 2019), 2019

May Radiomic Data Predict Prostate Cancer Aggressiveness?

Danila Germanese, Sara Colantonio, Claudia Caudai, Maria Antonietta Pascali, Andrea Barucci, Nicola Zoppetti, Simone Agostini, Elena Bertelli, Laura Mercatelli, Vittorio Miele, Roberto Carpi

Proceedings of the Computer Analysis of Images and Patterns, 2019

Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study.

Danila Germanese, Elena Bertelli, Simone Agostini, Laura Mercatelli, Sara Colantonio, Vittorio Miele, Maria Antonietta Pascali, Claudia Caudai, Nicola Zoppetti, Roberto Carpi, Andrea Barucci

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

A preliminary study for a marker-based crack monitoring in ancient structures.

Danila Germanese, Maria Antonietta Pascali, Andrea Berton, Giuseppe Riccardo Leone, Bushra Jalil, Davide Moroni, Ovidio Salvetti, Marco Tampucci

Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019

2018

A portable, intelligent, customizable device for human breath analysis.

Danila Germanese

PhD thesis, 2018

Long-Term Monitoring of Crack Patterns in Historic Structures Using UAVs and Planar Markers: A Preliminary Study.

Danila Germanese, Giuseppe Riccardo Leone, Davide Moroni, Maria Antonietta Pascali, Marco Tampucci

J. Imaging, 2018

Towards Structural Monitoring and 3D Documentation of Architectural Heritage Using UAV.

Danila Germanese, Giuseppe Riccardo Leone, Davide Moroni, Maria Antonietta Pascali, Marco Tampucci

Proceedings of the Multimedia and Network Information Systems, 2018

2017

Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization.

Pedro Henríquez, Bogdan J. Matuszewski, Yasmina Andreu, Luca Bastiani, Sara Colantonio, Giuseppe Coppini, Mario D'Acunto, Riccardo Favilla, Danila Germanese, Daniela Giorgi, Paolo Marraccini, Massimo Martinelli, Maria-Aurora Morales, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti, Marcus Larsson, Tomas Strömberg, Lise Randeberg, Asgeir Bjorgan, Giorgos A. Giannakakis, Matthew Pediaditis, Franco Chiarugi, Eirini Christinaki, Kostas Marias, Manolis Tsiknakis

IEEE Trans. Multim., 2017

2015

Semeoticons - reading the face code of cardio-metabolic risk.

Sara Colantonio, Danila Germanese, Davide Moroni, Daniela Giorgi, Maria Antonietta Pascali, Marco Righi, Giuseppe Coppini, Maria-Aurora Morales, Franco Chiarugi, Matthew Pediaditis, Marcus Larsson, Tomas Strömberg, Pedro Henríquez, Bogdan J. Matuszewski, Matijia Milanic, Lise Randeberg

Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment.

Yasmina Andreu Cabedo, Pedro Castellano, Sara Colantonio, Giuseppe Coppini, Riccardo Favilla, Danila Germanese, Giorgos A. Giannakakis, Daniela Giorgi, Marcus Larsson, Paolo Marraccini, Massimo Martinelli, Bogdan J. Matuszewski, Matijia Milanic, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Lise Randeberg, Ovidio Salvetti, Tomas Strömberg

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

A Low Cost, Portable Device for Breath Analysis and Self-monitoring, the Wize Sniffer.

Danila Germanese, Marco Righi, Antonio Benassi, Mario D'Acunto, Giuseppe Riccardo Leone, Massimo Magrini, Paolo Paradisi, Dario Puppi, Ovidio Salvetti

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2015

2014

Wize Sniffer - A New Portable Device Designed for Selective Olfaction.

Mario D'Acunto, Antonio Benassi, Federica Chiellini, Danila Germanese, Randa Ishak, Massimo Magrini, Emanuele Pagliei, Paolo Paradisi, Marco Righi, Ovidio Salvetti

Proceedings of the HEALTHINF 2014, 2014