Search Results - Leonardo Rundo

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  1. 1

    Image biomarkers and explainable AI: handcrafted features versus deep learned features by Leonardo Rundo, Carmelo Militello

    Published in European Radiology Experimental (2024-11-01)
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  2. 2

    Artificial Intelligence Applied to Medical Imaging and Computational Biology by Leonardo Rundo, Andrea Tangherloni, Carmelo Militello

    Published in Applied Sciences (2022-09-01)
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  3. 3

    Reply to a Letter to the Editor on Comparative performance of fully-automated and semi-automated artificial intelligence methods for the detection of clinically significant prostat... by Nikita Sushentsev, Tristan Barrett, Leonardo Rundo

    Published in Insights into Imaging (2024-02-01)
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  4. 4

    Advanced Computational Methods for Oncological Image Analysis by Leonardo Rundo, Carmelo Militello, Vincenzo Conti, Fulvio Zaccagna, Changhee Han

    Published in Journal of Imaging (2021-11-01)
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  5. 5

    Personalizing Seizure Detection for Individual Patients by Optimal Selection of EEG Signals by Rosanna Ferrara, Martino Giaquinto, Gennaro Percannella, Leonardo Rundo, Alessia Saggese

    Published in Sensors (2025-04-01)
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  6. 6

    Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey by Andronicus A. Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli, Leonardo Rundo

    Published in Journal of Imaging (2022-07-01)
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  7. 7

    Energy Efficiency Evaluation of Dynamic Partial Reconfiguration in Field Programmable Gate Arrays: An Experimental Case Study by Vincenzo Conti, Leonardo Rundo, Giuseppe Dario Billeci, Carmelo Militello, Salvatore Vitabile

    Published in Energies (2018-03-01)
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  8. 8

    A multimodal retina‐iris biometric system using the Levenshtein distance for spatial feature comparison by Vincenzo Conti, Leonardo Rundo, Carmelo Militello, Valerio Mario Salerno, Salvatore Vitabile, Sabato Marco Siniscalchi

    Published in IET Biometrics (2021-01-01)
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  9. 9

    A Computational Study on Temperature Variations in MRgFUS Treatments Using PRF Thermometry Techniques and Optical Probes by Carmelo Militello, Leonardo Rundo, Fabrizio Vicari, Luca Agnello, Giovanni Borasi, Salvatore Vitabile, Giorgio Russo

    Published in Journal of Imaging (2021-03-01)
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  10. 10

    Comparative performance of fully-automated and semi-automated artificial intelligence methods for the detection of clinically significant prostate cancer on MRI: a systematic revie... by Nikita Sushentsev, Nadia Moreira Da Silva, Michael Yeung, Tristan Barrett, Evis Sala, Michael Roberts, Leonardo Rundo

    Published in Insights into Imaging (2022-03-01)
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  11. 11

    Robustness Analysis of DCE-MRI-Derived Radiomic Features in Breast Masses: Assessing Quantization Levels and Segmentation Agreement by Carmelo Militello, Leonardo Rundo, Mariangela Dimarco, Alessia Orlando, Ildebrando D’Angelo, Vincenzo Conti, Tommaso Vincenzo Bartolotta

    Published in Applied Sciences (2022-05-01)
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  12. 12

    IMPA-Net: Interpretable Multi-Part Attention Network for Trustworthy Brain Tumor Classification from MRI by Yuting Xie, Fulvio Zaccagna, Leonardo Rundo, Claudia Testa, Ruifeng Zhu, Caterina Tonon, Raffaele Lodi, David Neil Manners

    Published in Diagnostics (2024-05-01)
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  13. 13

    Photoacoustic imaging radiomics in patient-derived xenografts: a study on feature sensitivity and model discrimination by Lorena Escudero Sanchez, Emma Brown, Leonardo Rundo, Stephan Ursprung, Evis Sala, Sarah E. Bohndiek, Ignacio Xavier Partarrieu

    Published in Scientific Reports (2022-09-01)
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  14. 14

    Convolutional Neural Network Techniques for Brain Tumor Classification (from 2015 to 2022): Review, Challenges, and Future Perspectives by Yuting Xie, Fulvio Zaccagna, Leonardo Rundo, Claudia Testa, Raffaele Agati, Raffaele Lodi, David Neil Manners, Caterina Tonon

    Published in Diagnostics (2022-07-01)
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  15. 15

    On Unsupervised Methods for Medical Image Segmentation: Investigating Classic Approaches in Breast Cancer DCE-MRI by Carmelo Militello, Andrea Ranieri, Leonardo Rundo, Ildebrando D’Angelo, Franco Marinozzi, Tommaso Vincenzo Bartolotta, Fabiano Bini, Giorgio Russo

    Published in Applied Sciences (2021-12-01)
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  16. 16

    Imaging-based assessment of response to olaparib in platinum-sensitive relapsed ovarian cancer patients by Maria Delgado-Ortet, Maria Delgado-Ortet, Vlad Bura, Vlad Bura, Vlad Bura, Vlad Bura, Ionut-Gabriel Funingana, Ionut-Gabriel Funingana, Ionut-Gabriel Funingana, Ionut-Gabriel Funingana, David Hulse, David Hulse, David Hulse, Leonardo Rundo, Leonardo Rundo, Leonardo Rundo, James D. Brenton, James D. Brenton, James D. Brenton, James D. Brenton, Evis Sala, Evis Sala, Evis Sala, Evis Sala, Evis Sala, Lorena Escudero Sanchez, Lorena Escudero Sanchez

    Published in Frontiers in Oncology (2025-06-01)
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  17. 17

    Predicting Survival in Patients with Brain Tumors: Current State-of-the-Art of AI Methods Applied to MRI by Christian di Noia, James T. Grist, Frank Riemer, Maria Lyasheva, Miriana Fabozzi, Mauro Castelli, Raffaele Lodi, Caterina Tonon, Leonardo Rundo, Fulvio Zaccagna

    Published in Diagnostics (2022-09-01)
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  18. 18

    Assessing robustness of quantitative susceptibility-based MRI radiomic features in patients with multiple sclerosis by Cristiana Fiscone, Leonardo Rundo, Alessandra Lugaresi, David Neil Manners, Kieren Allinson, Elisa Baldin, Gianfranco Vornetti, Raffaele Lodi, Caterina Tonon, Claudia Testa, Mauro Castelli, Fulvio Zaccagna

    Published in Scientific Reports (2023-09-01)
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  19. 19

    Multiparametric MRI dataset for susceptibility-based radiomic feature extraction and analysis by Cristiana Fiscone, Giovanni Sighinolfi, David Neil Manners, Lorenzo Motta, Greta Venturi, Ivan Panzera, Fulvio Zaccagna, Leonardo Rundo, Alessandra Lugaresi, Raffaele Lodi, Caterina Tonon, Mauro Castelli

    Published in Scientific Data (2024-06-01)
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  20. 20

    Integrative radiogenomics for virtual biopsy and treatment monitoring in ovarian cancer by Paula Martin-Gonzalez, Mireia Crispin-Ortuzar, Leonardo Rundo, Maria Delgado-Ortet, Marika Reinius, Lucian Beer, Ramona Woitek, Stephan Ursprung, Helen Addley, James D. Brenton, Florian Markowetz, Evis Sala

    Published in Insights into Imaging (2020-08-01)
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