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Can multiple segmentation methods enhance deep learning networks generalization? A novel hybrid learning paradigm
2023 Marzola, Francesco; Meiburger, Kristen; Molinari, Filippo; Salvi, Massimo
Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study
2023 Marzola, Francesco; Meiburger, Kristen M.; Molinari, Filippo; Salvi, Massimo
Innovative temporal loss function for segmentation of fine structures in ultrasound images
2023 Marzola, Francesco; Meiburger, Kristen M.; Salvi, Massimo
Automatic segmentation of the optic nerve in transorbital ultrasound images using a deep learning approach
2021 Meiburger, Kristen M.; Naldi, Andrea; Lochner, Piergiorgio; Marzola, Francesco
Automatic segmentation of ultrasound images of gastrocnemius medialis with different echogenicity levels using convolutional neural networks
2020 Marzola, F.; Alfen, N. V.; Salvi, M.; Santi, B. D.; Doorduin, J.; Meiburger, K. M.
Automatic segmentation of ultrasound images of gastrocnemius medialis with different echogenicity levels using convolutional neural networks
2020 Marzola, F.; Alfen, N. V.; Salvi, M.; De Santi, B.; Doorduin, J.; Meiburger, K. M.
Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images
2020 De Santi, B.; Salvi, M.; Giannini, V.; Meiburger, K. M.; Marzola, F.; Russo, F.; Bosco, M.; Molinari, F.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Can multiple segmentation methods enhance deep learning networks generalization? A novel hybrid learning paradigm / Marzola, F., Meiburger, K., Molinari, F., Salvi, M.. - ELETTRONICO. - 12465:(2023), p. 39. (SPIE MEDICAL IMAGING 2023 San Diego (USA) 19-24 Febbraio 2023) [10.1117/12.2653394]. | 1-gen-2023 | Marzola, FrancescoMeiburger, KristenMolinari, FilippoSalvi, Massimo | SPIE_manuscript_vIRIS.docx; Marzola-CanMultiple.pdf |
| Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study / Marzola, F., Meiburger, K.M., Molinari, F., Salvi, M.. - ELETTRONICO. - (2023), pp. 1-5. (2023 24th International Conference on Digital Signal Processing (DSP) Rhodes (Rodos), Greece 11-13 June 2023) [10.1109/DSP58604.2023.10167892]. | 1-gen-2023 | Marzola, FrancescoMeiburger, Kristen M.Molinari, FilippoSalvi, Massimo | DSP2023_paper_IMT_v5.pdf; Marzola-Exploring.pdf |
| Innovative temporal loss function for segmentation of fine structures in ultrasound images / Marzola, F., Meiburger, K.M., Salvi, M.. - ELETTRONICO. - (2023). (2023 IEEE International Ultrasonics Symposium (IUS) Montreal, QC, Canada 03-08 September 2023) [10.1109/IUS51837.2023.10308305]. | 1-gen-2023 | Marzola, FrancescoMeiburger, Kristen M.Salvi, Massimo | (2023) proceeding - temporal loss IUS.pdf; IUS23_Francesco_Marzola.pdf |
| Automatic segmentation of the optic nerve in transorbital ultrasound images using a deep learning approach / Meiburger, K.M., Naldi, A., Lochner, P., Marzola, F.. - ELETTRONICO. - (2021), pp. 1-4. (2021 IEEE International Ultrasonics Symposium (IUS) Virtuale 11-16 Sept. 2021) [10.1109/IUS52206.2021.9593827]. | 1-gen-2021 | Meiburger, Kristen M.Marzola, Francesco + | 2021_IUS_OpticNerve.pdf; IUS2021-4343-final.pdf |
| Automatic segmentation of ultrasound images of gastrocnemius medialis with different echogenicity levels using convolutional neural networks / Marzola, F., Alfen, N.V., Salvi, M., Santi, B.D., Doorduin, J., Meiburger, K.M.. - 2020-:(2020), pp. 2113-2116. (42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 2020) [10.1109/EMBC44109.2020.9176343]. | 1-gen-2020 | Marzola F.Salvi M.Meiburger K. M. + | - |
| Automatic segmentation of ultrasound images of gastrocnemius medialis with different echogenicity levels using convolutional neural networks / Marzola, F., Alfen, N.V., Salvi, M., De Santi, B., Doorduin, J., Meiburger, K.M.. - ELETTRONICO. - 2020:(2020), pp. 2113-2116. (42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 Montreal, QC, Canada 20-24 July 2020) [10.1109/EMBC44109.2020.9176343]. | 1-gen-2020 | Marzola F.Salvi M.De Santi B.Meiburger K. M. + | EMBC_final.pdf; EMBC_2020_author.pdf |
| Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images / De Santi, B., Salvi, M., Giannini, V., Meiburger, K.M., Marzola, F., Russo, F., Bosco, M., Molinari, F.. - 2020-:(2020), pp. 1671-1674. (42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 can 2020) [10.1109/EMBC44109.2020.9176307]. | 1-gen-2020 | De Santi B.Salvi M.Giannini V.Meiburger K. M.Marzola F.Bosco M.Molinari F. + | 2020_EMBC_MRItexture.pdf; MRItexture.pdf |