Fiorentino MC - Search Results

1

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. 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.

2

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: fiorentino mc. Comput Biol Med. 2024 May;174:108430. doi: 10.1016/j.compbiomed.2024.108430. Epub 2024 Apr 9. Comput Biol Med. 2024. PMID: 38613892

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: fiorentino mc. 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

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. 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.

5

Generalizability and robustness evaluation of attribute-based zero-shot learning.

Rossi L, Fiorentino MC, Mancini A, Paolanti M, Rosati R, Zingaretti P. Rossi L, et al. Among authors: fiorentino mc. Neural Netw. 2024 Jul;175:106278. doi: 10.1016/j.neunet.2024.106278. Epub 2024 Mar 28. Neural Netw. 2024. PMID: 38581809 Free article.

6

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. Among authors: fiorentino mc. 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

7

Mask-R[Formula: see text]CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images.

Moccia S, Fiorentino MC, Frontoni E. Moccia S, et al. Among authors: fiorentino mc. Int J Comput Assist Radiol Surg. 2021 Oct;16(10):1711-1718. doi: 10.1007/s11548-021-02430-0. Epub 2021 Jun 22. Int J Comput Assist Radiol Surg. 2021. PMID: 34156608 Free PMC article.

8

A regression framework to head-circumference delineation from US fetal images.

Fiorentino MC, Moccia S, Capparuccini M, Giamberini S, Frontoni E. Fiorentino MC, et al. Comput Methods Programs Biomed. 2021 Jan;198:105771. doi: 10.1016/j.cmpb.2020.105771. Epub 2020 Sep 30. Comput Methods Programs Biomed. 2021. PMID: 33049451

9

FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis.

Lasala A, Fiorentino MC, Bandini A, Moccia S. Lasala A, et al. Among authors: fiorentino mc. Comput Med Imaging Graph. 2024 Sep;116:102405. doi: 10.1016/j.compmedimag.2024.102405. Epub 2024 May 28. Comput Med Imaging Graph. 2024. PMID: 38824716

10

Artificial Intelligence for Ultrasound Informative Image Selection of Metacarpal Head Cartilage. A Pilot Study.

Cipolletta E, Fiorentino MC, Moccia S, Guidotti I, Grassi W, Filippucci E, Frontoni E. Cipolletta E, et al. Among authors: fiorentino mc. Front Med (Lausanne). 2021 Mar 1;8:589197. doi: 10.3389/fmed.2021.589197. eCollection 2021. Front Med (Lausanne). 2021. PMID: 33732711 Free PMC article.

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