Maria Chiara Fiorentino

Marche Polytechnic University — Italy

Medicine · Health Sciences

10h-index485citations40works3.82yr avg
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Research Topics

Fetal and Pediatric Neurological Disorders(11), Domain Adaptation and Few-Shot Learning(8), AI in cancer detection(4), Artificial Intelligence in Healthcare and Education(4), Musculoskeletal synovial abnormalities and treatments(4)

Publications40 total

Correction: A Deep-Learning Approach for Vocal Fold Pose Estimation in Videoendoscopy
Journal of Imaging Informatics in Medicine·2026Open Access
Automatic Quality Assurance and Subcortical Brain Segmentation in Pediatric Ultra-Low-Field MRI: Exploring Ordinal Learning and Foundation Model Adaptation
Lecture notes in computer science·2026Open Access
Editorial: AI4US Special Issue
Medical & Biological Engineering & Computing·2025Open Access
Adapt or specialize? A comprehensive evaluation of adapted SAM versus task-specific CNNs for fetal abdominal segmentation
Computer Methods and Programs in Biomedicine·2025Open Access
AI-based prediction of VO2 max from 24-h Holter ECG recording
npj Microgravity·2025Open Access
FedStenoNet: tackling domain shift in x-ray coronary angiography through a personalized federated detection framework
Computers in Biology and Medicine·2025· 1 cited
FetalMLOps: operationalizing machine learning models for standard fetal ultrasound plane classification
Medical & Biological Engineering & Computing·2025· 1 cited
Uncovering ethical biases in publicly available fetal ultrasound datasets
npj Digital Medicine·2025· 5 citedOpen Access
5 - Developing the “MyBladderControl” app: A new tool for patients who perform intermittent catheterizations
Continence·2025Open Access
Contrastive prototype federated learning against noisy labels in fetal standard plane detection
International Journal of Computer Assisted Radiology and Surgery·2025· 3 citedOpen Access
A Deep-Learning Approach for Vocal Fold Pose Estimation in Videoendoscopy
Journal of Imaging Informatics in Medicine·2025· 3 citedOpen Access
321 - Development of “MyBladderControl” App: a new tool for patients performing intermittent catheterization. Preliminary results.
Continence·2025Open Access
Predicting Orthostatic Tolerance Using Tilt TestAgnostic ECG Data
2024
Vision Transformer Approaches for COVID-19 Pneumonia Assessment in Lung Ultrasound Images
2024· 3 cited
A Multi-Task Deep Learning Approach for the Assessment of COVID-19 in Lung Ultrasound
2024
An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging
International Journal of Computer Assisted Radiology and Surgery·2024· 3 citedOpen Access
FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis
Computerized Medical Imaging and Graphics·2024· 21 cited
On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging
Computers in Biology and Medicine·2024· 20 citedOpen Access
Editorial: Artificial intelligence in rheumatology and musculoskeletal diseases
Frontiers in Medicine·2024· 7 citedOpen Access
Generalizability and robustness evaluation of attribute-based zero-shot learning
Neural Networks·2024· 7 citedOpen Access
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Frequent Co-authors

Emanuele Frontoni(20), Sara Moccia(17), Francesca Pia Villani(12), Mariachiara Di Cosmo(11), Sara Moccia(10), Emilio Filippucci(7), Giovanna Migliorelli(6), Edoardo Cipolletta(5), Adriano Mancini(4), Giulia Belgiovine(4), L. Fédérici(4), Gianluca Smerilli(3), Walter Grassi(3), Riccardo Rosati(3), Primo Zingaretti(3), Matteo Francioni(3), Andi Muçaj(3), Alberto Paderno(3), Cesare Piazza(3), Marianna Capecci(3)