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CORDIS

image-Guided computational and experimental Analysis of fractured Patients

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

A quantitative framework based on neural network for bone micro-cracks description and classification (opens in new window)

A quantitative framework based on neural network for bone micro-cracks description and classification: identification of crack parameters from convolutional neural network processing

A quantitative framework based on topological and geometry approach for bone micro-cracks description and classification (opens in new window)

A quantitative framework based on topological and geometry approach for bone micro-cracks description and classification: Extraction of a topological score of bone quality, Morse smale complexes and persistent homology

Network-wide events (opens in new window)

Network-wide events Preparation of different events with target audience ranging from scientists, to clinicians, patients, companiesThis deliverable is due to month 22 and 42 (for each periodic report)

Development of meso and micro-scale numerical analyses (opens in new window)

Development of meso and micro-scale numerical analyses: Application of multi-scale modelling techniques to predict multi-scale damage evolution via fracture mechanics parameters

Website (opens in new window)

Generation of GAP social profiles, including GAP official website, LinkedIn, and other social media

Definition and validation of micro-scale fragility indices (opens in new window)

Definition and validation of micro-scale fragility indices: A micro-scale fragility index able to predict fracture onset with accuracy>90% and experimental validation with histologies

Mechanical multi-scale and biological characterization of healthy and pathological bone samples (opens in new window)

Mechanical multi-scale characterization of healthy and pathological bone samples: meso (10 mm, testing device), micro (1 µm, synchrotron, SEM), nano (10 nm, FIB, Raman spectroscopy)Biological characterization of healthy and pathological bone samples: Characterization of osteoporosis, osteoarthrosis and Covid-19 samples via cell parameters from histologies, immunohistochemical analyses

Publications

Using crack face displacement to measure stress intensity: A practical approach (opens in new window)

Author(s): Anis Allahdiniyan, David Taylor
Published in: Theoretical and Applied Fracture Mechanics, Issue 138, 2025, ISSN 0167-8442
Publisher: Elsevier BV
DOI: 10.1016/J.TAFMEC.2025.104940

Multifunctional in situ imaging of biological materials under load: A synchrotron-based platform for large-scale image-guided failure analysis (opens in new window)

Author(s): L. Clementini, F. Buccino, R. Palazzetti, E. Longo, M.Kudrna Prasek, G. Banfi, Z. Qin, L.M. Vergani
Published in: Materials & Design, Issue 257, 2025, ISSN 0264-1275
Publisher: Elsevier BV
DOI: 10.1016/J.MATDES.2025.114408

Tuning mechanical response of nonuniform triangular lattice material via graph neural network based inverse design algorithm (opens in new window)

Author(s): Giuseppe Bonfanti, Federica Buccino, Laura Maria Vergani, Chao Gao
Published in: Procedia Structural Integrity, Issue 68, 2025, ISSN 2452-3216
Publisher: Elsevier BV
DOI: 10.1016/J.PROSTR.2025.06.166

Exploring the Potential of ATUM-SEM for Enhanced Characterization of Human Trabecular Bone in Biomaterials Research (opens in new window)

Author(s): Valeria Vistoso, Tom Ferté, Federica Buccino, Laura Vergani, Ovidiu Ersen, Adele Carradó
Published in: JOM, 2025, ISSN 1047-4838
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S11837-025-07212-6

Integration of Multi-Scale Predictive Tools of Bone Fragility: A Structural and Material Property Perspective (opens in new window)

Author(s): Muhammad Ateeq, Laura Vergani, Federica Buccino
Published in: Materials, Issue 18, 2025, ISSN 1996-1944
Publisher: MDPI AG
DOI: 10.3390/MA18194639

Sustainable silk fibroin scaffolds for bone repair: assessing their osteogenic potential via AI-enhanced synchrotron imaging workflow (opens in new window)

Author(s): G. Dei Rossi, F. Buccino, E. Longo, G. Tromba, L.M. Vergani
Published in: Biomaterials Advances, Issue 181, 2025, ISSN 2772-9508
Publisher: Elsevier BV
DOI: 10.1016/J.BIOADV.2025.214658

Structural influences on bone tissue engineering: A review and perspective (opens in new window)

Author(s): Sara Sebastiani, Federica Buccino, Zhao Qin, Laura Maria Vergani
Published in: Matter, Issue 8, 2025, ISSN 2590-2385
Publisher: Elsevier BV
DOI: 10.1016/J.MATT.2025.102252

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