Publications

  1. Keall, PJ, Brighi, C, Glide-Hurst, C, Liney, G, Liu, PZY, Lydiard, S et al.. Integrated MRI-guided radiotherapy - opportunities and challenges. Nat Rev Clin Oncol. 2022; :. doi: 10.1038/s41571-022-00631-3. PubMed PMID:35440773 .
  2. Rossi, M, Alessandrelli, G, Dombrovschi, A, Bovio, D, Salito, C, Mainardi, L et al.. Identification of Characteristic Points in Multivariate Physiological Signals by Sensor Fusion and Multi-Task Deep Networks. Sensors (Basel). 2022;22 (7):. doi: 10.3390/s22072684. PubMed PMID:35408297 PubMed Central PMC9003131.
  3. Garau, N, Orro, A, Summers, P, De Maria, L, Bertolotti, R, Bassis, D et al.. Integrating Biological and Radiological Data in a Structured Repository: a Data Model Applied to the COSMOS Case Study. J Digit Imaging. 2022; :. doi: 10.1007/s10278-022-00615-w. PubMed PMID:35296941 .
  4. Sarti, M, Parlani, M, Diaz-Gomez, L, Mikos, AG, Cerveri, P, Casarin, S et al.. Deep Learning for Automated Analysis of Cellular and Extracellular Components of the Foreign Body Response in Multiphoton Microscopy Images. Front Bioeng Biotechnol. 2021;9 :797555. doi: 10.3389/fbioe.2021.797555. PubMed PMID:35145962 PubMed Central PMC8822221.
  5. Meschini, G, Vai, A, Barcellini, A, Fontana, G, Molinelli, S, Mastella, E et al.. Time-resolved MRI for off-line treatment robustness evaluation in carbon-ion radiotherapy of pancreatic cancer. Med Phys. 2022;49 (4):2386-2395. doi: 10.1002/mp.15510. PubMed PMID:35124811 .
  6. Marzorati, D, Dorizza, A, Bovio, D, Salito, C, Mainardi, L, Cerveri, P et al.. Hybrid Convolutional Networks for End-to-End Event Detection in Concurrent PPG and PCG Signals Affected by Motion Artifacts. IEEE Trans Biomed Eng. 2022;PP :. doi: 10.1109/TBME.2022.3148171. PubMed PMID:35119997 .
  7. Larghi, MM, Grassi, M, Placenza, E, Faugno, L, Cerveri, P, Manzotti, A et al.. Septic arthritis following joint injections: a 17 years retrospective study in an Academic General Hospital. Acta Biomed. 2022;92 (6):e2021308. doi: 10.23750/abm.v92i6.10425. PubMed PMID:35075093 PubMed Central PMC8823561.
  8. Manzotti, A, Larghi, MM, Schianchi, A, Grassi, M, Pullen, C, Cerveri, P et al.. Femoral Neck Fractures in HIV-Positive Patients: Analysis of 10 Years Short-Term Post-operative Complications. Malays Orthop J. 2021;15 (3):65-70. doi: 10.5704/MOJ.2111.010. PubMed PMID:34966497 PubMed Central PMC8667258.
  9. Morelli, L, Buizza, G, Palombo, M, Riva, G, Fontana, G, Imparato, S et al.. Analysis of tumour microstructure estimation from conventional diffusion MRI and application to skull-base chordoma. Annu Int Conf IEEE Eng Med Biol Soc. 2021;2021 :3761-3764. doi: 10.1109/EMBC46164.2021.9630129. PubMed PMID:34892054 .
  10. Russo, S, Ricotti, R, Molinelli, S, Patti, F, Barcellini, A, Mastella, E et al.. Dosimetric Impact of Inter-Fraction Anatomical Changes in Carbon Ion Boost Treatment for High-Risk Prostate Cancer (AIRC IG 14300). Front Oncol. 2021;11 :740661. doi: 10.3389/fonc.2021.740661. PubMed PMID:34650922 PubMed Central PMC8506150.
  11. Rossi, M, Belotti, G, Paganelli, C, Pella, A, Barcellini, A, Cerveri, P et al.. Image-based shading correction for narrow-FOV truncated pelvic CBCT with deep convolutional neural networks and transfer learning. Med Phys. 2021;48 (11):7112-7126. doi: 10.1002/mp.15282. PubMed PMID:34636429 .
  12. Ricotti, R, Pella, A, Mirandola, A, Fiore, MR, Chalaszczyk, A, Paganelli, C et al.. Dosimetric effect of variable rectum and sigmoid colon filling during carbon ion radiotherapy to sacral chordoma. Phys Med. 2021;90 :123-133. doi: 10.1016/j.ejmp.2021.09.012. PubMed PMID:34628271 .
  13. Garau, N, Paganelli, C, Summers, P, Bassis, D, Lanza, C, Minotti, M et al.. A segmentation tool for pulmonary nodules in lung cancer screening: Testing and clinical usage. Phys Med. 2021;90 :23-29. doi: 10.1016/j.ejmp.2021.08.011. PubMed PMID:34530212 .
  14. Riva, G, Imparato, S, Savietto, G, Pecorilla, M, Iannalfi, A, Barcellini, A et al.. Potential role of functional imaging in predicting outcome for patients treated with carbon ion therapy: a review. Br J Radiol. 2021;94 (1128):20210524. doi: 10.1259/bjr.20210524. PubMed PMID:34520670 PubMed Central PMC8631012.
  15. Rossi, M, Cerveri, P. Comparison of Supervised and Unsupervised Approaches for the Generation of Synthetic CT from Cone-Beam CT. Diagnostics (Basel). 2021;11 (8):. doi: 10.3390/diagnostics11081435. PubMed PMID:34441369 PubMed Central PMC8395013.
  16. Martins Rodrigues, I, Torres Pereira, E, de Castro Lopes, AL, Massaroni, C, Baroni, G, Cerveri, P et al.. Is age rating enough to investigate changes in breathing motion pattern associated with aging of physically active women?. J Biomech. 2021;125 :110582. doi: 10.1016/j.jbiomech.2021.110582. PubMed PMID:34225198 .
  17. Antonioli, L, Pella, A, Ricotti, R, Rossi, M, Fiore, MR, Belotti, G et al.. Convolutional Neural Networks Cascade for Automatic Pupil and Iris Detection in Ocular Proton Therapy. Sensors (Basel). 2021;21 (13):. doi: 10.3390/s21134400. PubMed PMID:34199068 PubMed Central PMC8271684.
  18. Spaccapaniccia, C, Via, R, Thominet, V, Liffey, A, Baroni, G, Pica, A et al.. Non-invasive recognition of eye torsion through optical imaging of the iris pattern in ocular proton therapy. Phys Med Biol. 2021;66 (13):. doi: 10.1088/1361-6560/ac0afb. PubMed PMID:34126607 .
  19. Buizza, G, Zampini, MA, Riva, G, Molinelli, S, Fontana, G, Imparato, S et al.. Investigating DWI changes in white matter of meningioma patients treated with proton therapy. Phys Med. 2021;84 :72-79. doi: 10.1016/j.ejmp.2021.03.027. PubMed PMID:33872972 .
  20. Meschini, G, Paganelli, C, Vai, A, Fontana, G, Molinelli, S, Pella, A et al.. An MRI framework for respiratory motion modelling validation. J Med Imaging Radiat Oncol. 2021;65 (3):337-344. doi: 10.1111/1754-9485.13175. PubMed PMID:33773081 PubMed Central PMC8251859.
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