Emanuele Frontoni

Azienda Socio Sanitaria Territoriale Grande Ospedale Metropolitano Niguarda — Italy

Earth and Planetary Sciences · Physical Sciences

44h-index8.6kcitations452works4.62yr avg
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Research Topics

3D Surveying and Cultural Heritage(49), Robotics and Sensor-Based Localization(45), Video Surveillance and Tracking Methods(31), Advanced Image and Video Retrieval Techniques(30), Augmented Reality Applications(28)

Publications452 total

Enhancing Cell Counting through MLOps: A Structured Approach for Automated Cell Analysis
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
Large Language Model (LLM) and economic thought
2025
MedWriter: progettazione di un sistema di intelligenza artificiale per la generazione automatizzata di lettera di dimissione ospedaliera o trasferimento
Recenti Progressi in Medicina·2025
Between hope and hype: assessing artificial intelligence in cardiovascular imaging
European Heart Journal - Imaging Methods and Practice·2025Open Access
AI-Driven Surgical Tool Localization in Microsurgical Training Simulations
Lecture notes in computer science·2025
Federated Learning Towards the Unknown: A Deep Dive Into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers
Lecture notes in computer science·2025
List of contributors
Elsevier eBooks·2025
Architectural foundations for adaptive security in edge computing systems
Elsevier eBooks·2025
A machine learning algorithm for the prediction of complications incorporated in electronic medical records improves type 2 diabetes care
Diabetes Research and Clinical Practice·2025· 1 cited
FetalMLOps: operationalizing machine learning models for standard fetal ultrasound plane classification
Medical & Biological Engineering & Computing·2025· 1 cited
Pompeii Robotic Vision: Unveiling Flaws Through Advanced Inspection
2025
A Production-Ready Machine Learning System for Inclusive Employment: Requirements Engineering and Implementation of AI-Driven Disability Job Matching Platform
arXiv (Cornell University)·2025Open Access
Deep Learning Models for Robust Facial Liveness Detection
arXiv (Cornell University)·2025Open Access
A Secure Biometric Authentication Architecture for Blockchain-driven Cyber-physical Systems
River Publishers eBooks·2025
Made-In: An immersive human-in-the-loop analytics platform for enhancing creative processes in fashion
Computer Vision and Image Understanding·2025· 1 citedOpen Access
A systematic literature review of business-to-business platforms for the digital transformation of the manufacturing industry: taking stock and advancing through research
Technovation·2025· 2 citedOpen Access
Dataset Dependency in CNN-Based Copy-Move Forgery Detection: A Multi-Dataset Comparative Analysis
Machine Learning and Knowledge Extraction·2025· 10 citedOpen Access
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
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Frequent Co-authors

Adriano Mancini(18), Marina Paolanti(16), Luca Romeo(15), Primo Zingaretti(13), Roberto Pierdicca(12), Michele Bernardini(6), Sara Moccia(6), Daniele Liciotti(5), Eva Savina Malinverni(4), Rocco Pietrini(4), Jelena Loncarski(3), Sauro Longhi(3), Andrea Felicetti(2), Massimo Martini(2), Andrea Cesetti(2), Riccardo Rosati(2), Maria Chiara Fiorentino(2), Mirco Sturari(2), Marco Contigiani(2), Lucia Migliorelli(2)