Pierandrea Cancian

Amsterdam University College — Netherlands

Medicine · Health Sciences

8h-index246citations26works2.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Radiomics and Machine Learning in Medical Imaging(14), COVID-19 diagnosis using AI(8), Coronary Interventions and Diagnostics(6), Medical Imaging and Analysis(5), Cardiac Imaging and Diagnostics(4)

Publications26 total

TCT-1260 Deep Learning-Derived Plaque Burden for Intracoronary Optical Coherence Tomography: an Intravascular Ultrasound-Based Validation Study
Journal of the American College of Cardiology·2025
TCT-1251 Artificial intelligence-based volumetric evaluation of the fibrous cap: the maximum thin-cap index within 4 mm
Journal of the American College of Cardiology·2025
TCT-1266 High-Risk Plaque Features in Non-Culprit Vessels of ACS Patients: Insights from AI-Driven OCT Analysis
Journal of the American College of Cardiology·2025
TCT-1263 Spatial Relationship Between Artificial Intelligence-Identified Thinnest Fibrous Cap Region and the Minimum Lumen Area
Journal of the American College of Cardiology·2025
TCT-1259 Artificial Intelligence-Based Volumetric Analysis of Coronary Calcifications and the Association with Plaque Vulnerability
Journal of the American College of Cardiology·2025
Artificial intelligence-based identification of thin-cap fibroatheromas and clinical outcomes: the PECTUS-AI study
European Heart Journal·2025· 5 citedOpen Access
Attenuation artifact detection and severity classification in intracoronary OCT using mixed image representations
2025· 1 cited
Comprehensive full-vessel segmentation and volumetric plaque quantification for intracoronary optical coherence tomography using deep learning
European Heart Journal - Digital Health·2025· 6 citedOpen Access
Artificial intelligence for the analysis of intracoronary optical coherence tomography images: a systematic review
European Heart Journal - Digital Health·2025· 6 citedOpen Access
Generative Adversarial Networks in Brain Imaging: A Narrative Review
Journal of Imaging·2022· 47 citedOpen Access
A machine learning risk model based on preoperative computed tomography scan to predict postoperative outcomes after pancreatoduodenectomy
Updates in Surgery·2021· 26 cited
The Applications of Artificial Intelligence in Chest Imaging of COVID-19 Patients: A Literature Review
Diagnostics·2021· 26 citedOpen Access
Development of a Deep-Learning Pipeline to Recognize and Characterize Macrophages in Colo-Rectal Liver Metastasis
Cancers·2021· 13 citedOpen Access
A machine learning risk model based on preoperative CT scan to predict postoperative outcome after pancreatoduodenectomy: A pilot study
Pancreatology·2021
Dataset related to article "Volume-of-Interest Aware Deep Neural Networks for Rapid Chest CT-Based COVID-19 Patient Risk Assessment"
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Dataset related to article "Volume-of-Interest Aware Deep Neural Networks for Rapid Chest CT-Based COVID-19 Patient Risk Assessment"
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Dataset related to article "Volume-of-Interest Aware Deep Neural Networks for Rapid Chest CT-Based COVID-19 Patient Risk Assessment"
2021Open Access
Dataset related to article "Volume-of-Interest Aware Deep Neural Networks for Rapid Chest CT-Based COVID-19 Patient Risk Assessment"
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Artificial Intelligence & Tissue Biomarkers: Advantages, Risks and Perspectives for Pathology
Cells·2021· 58 citedOpen Access
Volume-of-Interest Aware Deep Neural Networks for Rapid Chest CT-Based COVID-19 Patient Risk Assessment
International Journal of Environmental Research and Public Health·2021· 10 citedOpen Access
page 1 of 2Next →

Frequent Co-authors

Victor Savevski(12), Maria Elena Laino(9), Rick Volleberg(9), Thijs Luttikholt(9), Joske van der Zande(9), Bram van Ginneken(9), Ivana Išgum(9), Jos Thannhauser(9), Niels van Royen(9), Ruben van der Waerden(8), Xiaojin Gu(8), Simone Saitta(8), Caterina Giannitto(7), Angela Ammirabile(6), Luca Balzarini(6), Marco D. Santambrogio(6), Luca Cerina(5), Anargyros Chatzitofis(5), Vasileios Gkitsas(5), Alessandro Carlucci(5)