Francesca Manni

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Historical Perspective

Surgical Procedures

Cancer Classification

Top Venues

Medical Imaging: Image-Guided Procedures

Publications

Siddartha Rachakonda, Shiva Moorthy, Anshul Jain, Aleksandr Bukharev, Anca Bucur, Francesca Manni, Thaise M. Quiterio, Lex Joosten, Nancy Irisarri Mendez
Privacy Enhancing and Scalable Federated Learning to Accelerate AI Implementation in Cross-Silo and IoMT Environments. IEEE J. Biomed. Health Informatics 27 (2) (2023)
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
A historical perspective of biomedical explainable AI research. Patterns 4 (9) (2023)
Francesca Manni, Aleksandr Bukharev, Anshul Jain, Shiva Moorthy, Asif Rahman, Anca Bucur
Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solution. AMIA (2022)
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
Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach. Medical Imaging: Image-Guided Procedures (2021)
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
Augmented-reality visualization for improved patient positioning workflow during MR-HIFU therapy. Medical Imaging: Image-Guided Procedures (2021)
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
Hyperspectral imaging for colon cancer classification in surgical specimens: towards optical biopsy during image-guided surgery. EMBC (2020)
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
Automated classification of brain tissue: comparison between hyperspectral imaging and diffuse reflectance spectroscopy. Medical Imaging: Image-Guided Procedures (2020)
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
Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach. Sensors 20 (23) (2020)
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
Towards Optical Imaging for Spine Tracking without Markers in Navigated Spine Surgery. Sensors 20 (13) (2020)
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
Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging. Medical Imaging: Image-Guided Procedures (2019)
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
Towards non-invasive patient tracking: optical image analysis for spine tracking during spinal surgery procedures. EMBC (2019)
Francesca Manni, Marco Mamprin, Sveta Zinger, Caifeng Shan, Ronald Holthuizen, Peter H. N. de With
Multispectral Image Analysis for Patient Tissue Tracking During Complex Interventions. ICIP (2018)