Villani FP - Search Results

1

Instance segmentation of upper aerodigestive tract cancer: site-specific outcomes.

Paderno A, Villani FP, Fior M, Berretti G, Gennarini F, Zigliani G, Ulaj E, Montenegro C, Sordi A, Sampieri C, Peretti G, Moccia S, Piazza C. Paderno A, et al. Among authors: villani fp. Acta Otorhinolaryngol Ital. 2023 Aug;43(4):283-290. doi: 10.14639/0392-100X-N2336. Acta Otorhinolaryngol Ital. 2023. PMID: 37488992 Free PMC article.

2

Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation.

Cosmo MD, Chiara Fiorentino M, Villani FP, Sartini G, Smerilli G, Filippucci E, Frontoni E, Moccia S. Cosmo MD, et al. Among authors: villani fp. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:3025-3028. doi: 10.1109/EMBC46164.2021.9631057. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34891881

3

A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet.

Di Cosmo M, Fiorentino MC, Villani FP, Frontoni E, Smerilli G, Filippucci E, Moccia S. Di Cosmo M, et al. Among authors: villani fp. Med Biol Eng Comput. 2022 Nov;60(11):3255-3264. doi: 10.1007/s11517-022-02662-5. Epub 2022 Sep 24. Med Biol Eng Comput. 2022. PMID: 36152237 Free PMC article.

4

Artificial intelligence in clinical endoscopy: Insights in the field of videomics.

Paderno A, Gennarini F, Sordi A, Montenegro C, Lancini D, Villani FP, Moccia S, Piazza C. Paderno A, et al. Among authors: villani fp. Front Surg. 2022 Sep 12;9:933297. doi: 10.3389/fsurg.2022.933297. eCollection 2022. Front Surg. 2022. PMID: 36171813 Free PMC article. Review.

5

A review on deep-learning algorithms for fetal ultrasound-image analysis.

Fiorentino MC, Villani FP, Di Cosmo M, Frontoni E, Moccia S. Fiorentino MC, et al. Among authors: villani fp. Med Image Anal. 2023 Jan;83:102629. doi: 10.1016/j.media.2022.102629. Epub 2022 Oct 14. Med Image Anal. 2023. PMID: 36308861 Review.

6

Deep learning in endoscopy: the importance of standardisation.

Paderno A, Villani FP, Sordi A, Montenegro C, Moccia S. Paderno A, et al. Among authors: villani fp. Acta Otorhinolaryngol Ital. 2023 Dec;43(6):430-432. doi: 10.14639/0392-100X-N2580. Epub 2023 Oct 10. Acta Otorhinolaryngol Ital. 2023. PMID: 37814976 Free PMC article.

7

Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning.

Villani FP, Paderno A, Fiorentino MC, Casella A, Piazza C, Moccia S. Villani FP, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340017. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38082565

8

Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net.

Serrador L, Villani FP, Moccia S, Santos CP. Serrador L, et al. Among authors: villani fp. Comput Med Imaging Graph. 2024 Apr;113:102350. doi: 10.1016/j.compmedimag.2024.102350. Epub 2024 Feb 8. Comput Med Imaging Graph. 2024. PMID: 38340574 Free article.

9

On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging.

Migliorelli G, Fiorentino MC, Di Cosmo M, Villani FP, Mancini A, Moccia S. Migliorelli G, et al. Among authors: villani fp. Comput Biol Med. 2024 May;174:108430. doi: 10.1016/j.compbiomed.2024.108430. Epub 2024 Apr 9. Comput Biol Med. 2024. PMID: 38613892

10

An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging.

Fiorentino MC, Villani FP, Benito Herce R, González Ballester MA, Mancini A, López-Linares Román K. Fiorentino MC, et al. Among authors: villani fp. Int J Comput Assist Radiol Surg. 2024 Sep;19(9):1753-1761. doi: 10.1007/s11548-024-03219-7. Epub 2024 Jul 8. Int J Comput Assist Radiol Surg. 2024. PMID: 38976178 Free PMC article.

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