Rossi, M, Sala, D, Bovio, D, Salito, C, Alessandrelli, G, Lombardi, C et al.. SLEEP-SEE-THROUGH: Explainable Deep Learning for Sleep Event Detection and Quantification From Wearable Somnography. IEEE J Biomed Health Inform. 2023;PP :. doi: 10.1109/JBHI.2023.3267087. PubMed PMID:37058373 .
Paganelli, C, Zampini, MA, Morelli, L, Buizza, G, Fontana, G, Anemoni, L et al.. Optimizing b-values schemes for diffusion MRI of the brain with segmented Intravoxel Incoherent Motion (IVIM) model. J Appl Clin Med Phys. 2023; :e13986. doi: 10.1002/acm2.13986. PubMed PMID:37031365 .
Parrella, G, Vai, A, Nakas, A, Garau, N, Meschini, G, Camagni, F et al.. Synthetic CT in Carbon Ion Radiotherapy of the Abdominal Site. Bioengineering (Basel). 2023;10 (2):. doi: 10.3390/bioengineering10020250. PubMed PMID:36829745 PubMed Central PMC9951997.
Waddington, DEJ, Hindley, N, Koonjoo, N, Chiu, C, Reynolds, T, Liu, PZY et al.. Real-time radial reconstruction with domain transform manifold learning for MRI-guided radiotherapy. Med Phys. 2023;50 (4):1962-1974. doi: 10.1002/mp.16224. PubMed PMID:36646444 .
Morelli, L, Parrella, G, Molinelli, S, Magro, G, Annunziata, S, Mairani, A et al.. A Dosiomics Analysis Based on Linear Energy Transfer and Biological Dose Maps to Predict Local Recurrence in Sacral Chordomas after Carbon-Ion Radiotherapy. Cancers (Basel). 2022;15 (1):. doi: 10.3390/cancers15010033. PubMed PMID:36612029 PubMed Central PMC9817801.
Morelli, L, Palombo, M, Buizza, G, Riva, G, Pella, A, Fontana, G et al.. Microstructural parameters from DW-MRI for tumour characterization and local recurrence prediction in particle therapy of skull-base chordoma. Med Phys. 2023;50 (5):2900-2913. doi: 10.1002/mp.16202. PubMed PMID:36602230 .
Rädler, M, Buizza, G, Kawula, M, Palaniappan, P, Gianoli, C, Baroni, G et al.. Impact of secondary particles on the magnetic field generated by a proton pencil beam: a finite-element analysis based on Geant4-DNA simulations. Med Phys. 2023;50 (2):1000-1018. doi: 10.1002/mp.16062. PubMed PMID:36346042 .
Barcellini, A, Fontana, G, Filippini, DM, Ronchi, S, Bonora, M, Vischioni, B et al.. Exploring the role of neutrophil-to-lymphocyte ratio and blood chemistry in head and neck adenoid cystic carcinomas treated with carbon ion radiotherapy. Radiother Oncol. 2022;177 :143-151. doi: 10.1016/j.radonc.2022.10.027. PubMed PMID:36328091 .
Rescalli, A, Varoni, EM, Cellesi, F, Cerveri, P. Analytical Challenges in Diabetes Management: Towards Glycated Albumin Point-of-Care Detection. Biosensors (Basel). 2022;12 (9):. doi: 10.3390/bios12090687. PubMed PMID:36140073 PubMed Central PMC9496022.
Molinelli, S, Vai, A, Russo, S, Loap, P, Meschini, G, Paganelli, C et al.. The role of multiple anatomical scenarios in plan optimization for carbon ion radiotherapy of pancreatic cancer. Radiother Oncol. 2022;176 :1-8. doi: 10.1016/j.radonc.2022.09.005. PubMed PMID:36113776 .
Marsilio, L, Faglia, A, Rossi, M, Mainardi, L, Manzotti, A, Cerveri, P et al.. CEL-Unet: a novel CNN architecture for 3D Segmentation of Knee Bones affected by Severe Osteoarthritis for PSI-Based Surgical Planning. Annu Int Conf IEEE Eng Med Biol Soc. 2022;2022 :5039-5042. doi: 10.1109/EMBC48229.2022.9871953. PubMed PMID:36085733 .
Via, R, Fattori, G, Pica, A, Paganelli, C, Lomax, A, Schalenbourg, A et al.. Response to "Letter to the Editor of Radiotherapy and Oncology regarding the paper titled "MRI and FUNDUS image fusion for improved ocular biometry in Ocular Proton Therapy" by Via et al.". Radiother Oncol. 2022;176 :252. doi: 10.1016/j.radonc.2022.08.017. PubMed PMID:35988774 .
Via, R, Pica, A, Antonioli, L, Paganelli, C, Fattori, G, Spaccapaniccia, C et al.. MRI and FUNDUS image fusion for improved ocular biometry in Ocular Proton Therapy. Radiother Oncol. 2022;174 :16-22. doi: 10.1016/j.radonc.2022.06.021. PubMed PMID:35788353 .
Fontana, G, Barcellini, A, Boccuzzi, D, Pecorilla, M, Loap, P, Cobianchi, L et al.. Role of diffusion-weighted MRI in recurrent rectal cancer treated with carbon ion radiotherapy. Future Oncol. 2022;18 (22):2403-2412. doi: 10.2217/fon-2021-1554. PubMed PMID:35712914 .
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.
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;35 (4):970-982. doi: 10.1007/s10278-022-00615-w. PubMed PMID:35296941 PubMed Central PMC9485502.
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.
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 PubMed Central PMC9306947.
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;69 (8):2512-2523. doi: 10.1109/TBME.2022.3148171. PubMed PMID:35119997 .
