Francesca Manni

According to our database, Francesca Manni authored at least 12 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A historical perspective of biomedical explainable AI research.

Luca Malinverno, Vesna Barros, Francesco Ghisoni, Giovanni Visonà, Roman Kern, Philip J. Nickel, Barbara Elvira Ventura, Ilija Simic, Sarah Stryeck, Francesca Manni, César Ferri, Claire Jean-Quartier, Laura Genga, Gabriele Beate Schweikert, Mario Lovric, Michal Rosen-Zvi

Patterns, September, 2023

Privacy Enhancing and Scalable Federated Learning to Accelerate AI Implementation in Cross-Silo and IoMT Environments.

Siddartha Rachakonda, Shiva Moorthy, Anshul Jain, Aleksandr Bukharev, Anca Bucur, Francesca Manni, Thaise M. Quiterio, Lex Joosten, Nancy Irisarri Mendez

IEEE J. Biomed. Health Informatics, February, 2023

2022

Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solution.

Francesca Manni, Aleksandr Bukharev, Anshul Jain, Shiva Moorthy, Asif Rahman, Anca Bucur

Proceedings of the AMIA 2022, 2022

2021

Augmented-reality visualization for improved patient positioning workflow during MR-HIFU therapy.

Francesca Manni, Cyril J. Ferrer, Celine E. C. Vincent, Marco Lai, Lambertus W. Bartels, Clemens Bos, Fons van der Sommen, Peter H. N. de With

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach.

Francesca Manni, Chuchen Cai, Fons van der Sommen, Svitlana Zinger, Caifeng Shan, Erik Edström, Adrian Elmi Terander, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Peter H. N. de With

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

2020

Towards Optical Imaging for Spine Tracking without Markers in Navigated Spine Surgery.

Francesca Manni, Adrian Elmi Terander, Gustav Burström, Oscar Persson, Erik Edström, Ronald Holthuizen, Caifeng Shan, Svitlana Zinger, Fons van der Sommen, Peter H. N. de With

Sensors, 2020

Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach.

Francesca Manni, Fons van der Sommen, Himar Fabelo, Svitlana Zinger, Caifeng Shan, Erik Edström, Adrian Elmi Terander, Samuel Ortega, Gustavo Marrero Callicó, Peter H. N. de With

Sensors, 2020

Automated classification of brain tissue: comparison between hyperspectral imaging and diffuse reflectance spectroscopy.

Marco Lai, Simon Skyrman, Caifeng Shan, Elvira Paulussen, Francesca Manni, Akash Swamy, Drazenko Babic, Erik Edström, Oscar Persson, Gustav Burström, Adrian Elmi Terander, Benno H. W. Hendriks, Peter H. N. de With

Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Hyperspectral imaging for colon cancer classification in surgical specimens: towards optical biopsy during image-guided surgery.

Francesca Manni, Roger Fonollá, Fons van der Sommen, Svitlana Zinger, Caifeng Shan, Esther Kho, Susan G. Brouwer de Koning, Theo Ruers, Peter H. N. de With

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging.

Francesca Manni, Fons van der Sommen, Sveta Zinger, Esther Kho, Susan G. Brouwer de Koning, Theo Ruers, Caifeng Shan, Jean Schleipen, Peter H. N. de With

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Towards non-invasive patient tracking: optical image analysis for spine tracking during spinal surgery procedures.

Francesca Manni, Xin Liu, Ronald Holthuizen, Svitlana Zinger, Fons van der Sommen, Caifeng Shan, Marco Mamprin, Gustav Burström, Adrian Elmi Terander, Erik Edström, Peter H. N. de With

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Multispectral Image Analysis for Patient Tissue Tracking During Complex Interventions.

Francesca Manni, Marco Mamprin, Sveta Zinger, Caifeng Shan, Ronald Holthuizen, Peter H. N. de With

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018