Hyperspectral imaging for glioblastoma surgery: Improving tumor identification using a deep spectral-spatial approach F Manni, F van der Sommen, H Fabelo, S Zinger, C Shan, E Edström, ... Sensors 20 (23), 6955, 2020 | 44 | 2020 |
Hyperspectral imaging for skin feature detection: Advances in markerless tracking for spine surgery F Manni, F van der Sommen, S Zinger, C Shan, R Holthuizen, M Lai, ... Applied Sciences 10 (12), 4078, 2020 | 22 | 2020 |
Towards optical imaging for spine tracking without markers in navigated spine surgery F Manni, A Elmi-Terander, G Burström, O Persson, E Edström, ... Sensors 20 (13), 3641, 2020 | 17 | 2020 |
Hyperspectral imaging for colon cancer classification in surgical specimens: towards optical biopsy during image-guided surgery F Manni, R Fonollà, F van der Sommen, S Zinger, C Shan, E Kho, ... 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 12 | 2020 |
Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging F Manni, F Van Der Sommen, S Zinger, E Kho, SB De Koning, T Ruers, ... Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and …, 2019 | 12 | 2019 |
Hyperspectral imaging for tissue classification after advanced stage ovarian cancer surgery—A pilot study SM van Vliet-Pérez, NJ van de Berg, F Manni, M Lai, L Rijstenberg, ... Cancers 14 (6), 1422, 2022 | 9 | 2022 |
Privacy enhancing and scalable federated learning to accelerate AI implementation in cross-silo and IoMT environments S Rachakonda, S Moorthy, A Jain, A Bukharev, A Bucur, F Manni, ... IEEE Journal of Biomedical and Health Informatics 27 (2), 744-755, 2022 | 8 | 2022 |
Diffuse reflectance spectroscopy sensor to differentiate between glial tumor and healthy brain tissue: a proof-of-concept study S Skyrman, G Burström, M Lai, F Manni, B Hendriks, A Frostell, E Edström, ... Biomedical Optics Express 13 (12), 6470-6483, 2022 | 5 | 2022 |
Multispectral image analysis for patient tissue tracking during complex interventions F Manni, M Mamprin, S Zinger, C Shan, R Holthuizen, PHN de With 2018 25th IEEE international conference on image processing (ICIP), 3149-3153, 2018 | 5 | 2018 |
A historical perspective of biomedical explainable AI research L Malinverno, V Barros, F Ghisoni, G Visonà, R Kern, PJ Nickel, ... Patterns 4 (9), 2023 | 3 | 2023 |
Explainable AI in Biomedical Research: A Systematic Review and Meta-Analysis L Malinverno, V Barros, F Ghisoni, G Visonà, R Kern, P Nickel, ... | 2 | 2023 |
Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solution F Manni, A Bukharev, A Jain, S Moorthy, A Rahman, A Bucur AMIA Annual Symposium Proceedings 2022, 729, 2022 | 2 | 2022 |
Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach F Manni, C Cai, F van der Sommen, S Zinger, C Shan, E Edström, ... Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and …, 2021 | 2 | 2021 |
Automated classification of brain tissue: comparison between hyperspectral imaging and diffuse reflectance spectroscopy M Lai, S Skyrman, C Shan, E Paulussen, F Manni, A Swamy, D Babic, ... Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and …, 2020 | 2 | 2020 |
Multi-view 3D skin feature recognition and localization for patient tracking in spinal surgery applications F Manni, M Mamprin, R Holthuizen, C Shan, G Burström, A Elmi-Terander, ... BioMedical Engineering OnLine 20, 1-15, 2021 | 1 | 2021 |
Towards non-invasive patient tracking: optical image analysis for spine tracking during spinal surgery procedures F Manni, X Liu, R Holthuizen, S Zinger, F van der Sommen, C Shan, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 1 | 2019 |
Federated Learning and Explainable AI in Healthcare A Bucur, F Manni, A Bukharev, S Moorthy, NI Mendez, A Jain Explainable AI in Healthcare, 279-294, 2024 | | 2024 |
Optical and hyperspectral image analysis for image-guided surgery F Manni | | 2023 |
303 Hyperspectral imaging for tissue classification after ovarian cancer surgery S Pérez, N Van de Berg, F Manni, M Lai, L Rijstenberg, B Hendriks, ... International Journal of Gynecologic Cancer 31 (Suppl 3), 2021 | | 2021 |
Augmented-reality visualization for improved patient positioning workflow during MR-HIFU therapy F Manni, CJ Ferrer, CEC Vincent, M Lai, LW Bartels, C Bos, ... Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and …, 2021 | | 2021 |