Caterina Giannitto

Humanitas University — Italy

Medicine · Health Sciences

16h-index972citations83works1.52yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(30), Head and Neck Cancer Studies(19), COVID-19 diagnosis using AI(9), Artificial Intelligence in Healthcare and Education(8), Radiology practices and education(8)

Publications82 total

Beyond binary ENE in HPV-related oropharyngeal cancer: Toward standardized reporting and risk stratification
Oral Oncology·2026
RADS ALPHABET: news and tips for young and general radiologists
Insights into Imaging·2026Open Access
Optimizing diagnostic outcomes and sustainability in radiological practices: a multicentric study on guideline adherence and incidental findings in elective chest CT scans
La radiologia medica·2025Open Access
Impact of Diffusion‐Weighted Magnetic Resonance Imaging Parameters on Diagnostic Accuracy for Thyroid Nodules: A Systematic Review and Meta‐Analysis
Journal of Magnetic Resonance Imaging·2025Open Access
Automated Extraction of TNM Staging from Head and Neck Squamous Cell Carcinoma Imaging Reports Using ChatGPT-4.0
2025
AIDA: A Comparative Study Between Clinicians and Large Language Models in Emergency Computed Tomography
2025
The Impact of Diagnostic Imaging on Obstructive Sleep Apnea: Feedback from a Narrative Review
Diagnostics·2025· 8 citedOpen Access
Neck Ultrasound and Radiologic Anatomy
2025
Development of machine learning models to predict papillary carcinoma in thyroid nodules: The role of immunological, radiologic, cytologic and radiomic features
Auris Nasus Larynx·2024· 3 cited
856P Safety of neoadjuvant PARP inhibitor and immunotherapy in locally advanced HPV-negative head and neck squamous cell carcinoma (PRIME H&N Study)
Annals of Oncology·2024· 1 citedOpen Access
Diffusion‐Weighted MRI for Recurrent/Persistent Head and Neck Squamous‐Cell Carcinoma After Radiotherapy: Systematic Review and Meta‐Analysis
Otolaryngology·2024· 2 citedOpen Access
1803: Mapping the research landscape of HPV-positive oropharyngeal cancer: a bibliometric analysis
Radiotherapy and Oncology·2024· 1 cited
The Use of Artificial Intelligence in Head and Neck Cancers: A Multidisciplinary Survey
Journal of Personalized Medicine·2024· 3 citedOpen Access
Mapping the research landscape of HPV-positive oropharyngeal cancer: a bibliometric analysis
Critical Reviews in Oncology/Hematology·2024· 3 cited
Radiological Versus Clinical <scp>1‐Year</scp> Outcomes of Dupilumab in Refractory <scp>CRSwNP</scp> : A <scp>Real‐Life</scp> Study
The Laryngoscope·2023· 16 citedOpen Access
Precision medicine in head and neck cancer: from immunotherapy to microbiota, circulating DNA and robotic surgery
Otorhinolaryngology·2023
Impact of inter-observer variability on first axillary level dosimetry in breast cancer radiotherapy: An AIRO multi-institutional study
Tumori Journal·2023· 1 citedOpen Access
Image-Guided Intraoperative Assessment of Surgical Margins in Oral Cavity Squamous Cell Cancer: A Diagnostic Test Accuracy Review
Diagnostics·2023· 10 citedOpen Access
Functional outcomes and complications of total glossectomy with laryngeal preservation and flap reconstruction: A systematic review and meta-analysis
Oral Oncology·2023· 6 cited
Analysis of Risk Factors for Tracheal Stenosis Managed during COVID-19 Pandemic: A Retrospective, Case-Control Study from Two European Referral Centre
Journal of Personalized Medicine·2023· 6 citedOpen Access
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Frequent Co-authors

Giuseppe Spriano(17), Giuseppe Mercante(16), Andrea Esposito(15), Armando De Virgilio(14), Elena Casiraghi(11), Lorenzo Preda(10), Luca Balzarini(10), Fabio Ferreli(10), Massimo Bellomi(8), Luca Malvezzi(8), Andrea Costantino(7), Mohssen Ansarin(6), Angela Ammirabile(6), Elena Russo(6), Francesca Gaino(6), Susanna Esposito(5), Sara Raimondi(5), Daniela Alterio(5), Giulia Vatteroni(5), Ludovica Lofino(5)