Danila Germanese

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" — Italy

Medicine · Health Sciences

9h-index377citations43works5.42yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(10), 3D Surveying and Cultural Heritage(6), Advanced Chemical Sensor Technologies(5), Prostate Cancer Diagnosis and Treatment(4), Context-Aware Activity Recognition Systems(4)

Publications43 total

Leveraging AI for Signal and Image Analysis in Medicine and Health
CINECA IRIS Institutial research information system (University of Pisa)·2025Open Access
SI-Lab Annual Research Report 2024
SPIRE - Sciences Po Institutional REpository·2025Open Access
AI Models in Cancer Diagnosis and Prognosis
2025
A Historical View of Active Assisted Living
Intelligent systems reference library·2025· 1 citedOpen Access
Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences
Insights into Imaging·2024· 24 citedOpen Access
Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer
2024· 2 cited
Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features
2024· 3 citedOpen Access
Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features
Journal of Imaging Informatics in Medicine·2024· 13 citedOpen Access
Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models
Journal of Imaging·2023· 3 citedOpen Access
Computer Vision Tasks for Ambient Intelligence in Children’s Health
Information·2023· 7 citedOpen Access
AI for Health and Well Being @SI Lab
SPIRE - Sciences Po Institutional REpository·2023Open Access
Introduction to Machine Learning in Medicine
Imaging informatics for healthcare professionals·2023Open Access
Artificial intelligence for chest imaging against COVID-19: an insight into image segmentation methods
Elsevier eBooks·2023· 2 citedOpen Access
List of contributors
Elsevier eBooks·2023
State of the Art of Audio- and Video-Based Solutions for AAL
arXiv (Cornell University)·2022· 5 citedOpen Access
Exploring UAVs for Structural Health Monitoring
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
State of the Art of Audio- and Video-Based Solutions for AAL
Zenodo (CERN European Organization for Nuclear Research)·2022· 2 citedOpen Access
Augmented reality, artificial intelligence and machine learning in Industry 4.0: case studies at SI-Lab
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Augmented reality, artificial intelligence and machine learning in Industry 4.0: case studies at SI-Lab
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
SI-Lab Annual Research Report 2021
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
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Frequent Co-authors

Sara Colantonio(29), Maria Antonietta Pascali(24), Davide Moroni(16), Marco Tampucci(12), Giuseppe Riccardo Leone(10), Massimo Magrini(10), Marco Righi(10), Ovidio Salvetti(10), Claudia Caudai(10), Massimo Martinelli(9), Rossana Buongiorno(8), Paolo Paradisi(8), Giulio Del Corso(7), Mario D’Acunto(5), Eva Pachetti(5), Antonio Benassi(5), Gabriele Pieri(5), Marco Reggiannini(5), Giuseppe Coppini(4), Daniela Giorgi(4)