Publications

Papers in referred journals 

1. Giacobbe D R, Marelli C, Guastavino S,  Mora S, Rosso N, Signori A, Campi C, Giacomini M and Bassetti M, Explainable and Interpretable Machine Learning for Antimicrobial Stewardship: Opportunities and Challenges, Clinical Therapeutics (2024), to appear.

2. Marchetti F, Guastavino S, Campi C, Benvenuto F and Piana M, A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics, Optimization Letters (2024), to appear.

3. Malaguti M C, Gios L, Giometto B, Longo C, Riello M, Ottaviani D, Pellegrini M, Di Giacopo R, Donner D, Rozzanigo U, Chierici M, Moroni M, Jurman G,  Bincoletto G,  Pardini M, Bacchin R, Nobili F, Di Biasio F, Avanzino L, Marchese R, Mandich P,  Garbarino S, Pagano M, Campi C, Piana M, Marenco M, Uccelli A, and Osmani V, Artificial intelligence of imaging and clinical neurological data for predictive, preventive and personalized (P3) medicine for Parkinson Disease: the NeuroArtP3 protocol for a multi-center research study, Plos One 19:3 (2024).

4. Georgoulis M K, et al, Prediction of Solar Energetic Events Impacting Space Weather Conditions, Advances in Space Research (2024), to appear.

5. Cagnin A , Pigato G, Pettenuzzo I, Zorzi G , Roiter B , Anglani M G, Bussè C, Mozzetta S , Gabelli C, Campi C and Cecchin D, Data-driven analysis of regional brain metabolism in behavioral frontotemporal dementia and late-onset primary psychiatric diseases with frontal lobe syndrome: a PET/MRI study,  Neurobiology of Aging, 137 (2024), 47-54.

6. Giacobbe D R, Marelli C, Mora S, Guastavino S,  Russo C, Brucci G, Limongelli A, Vena A, Mikulska M, Tayefi M, Peluso S, Signori A, Di Biagio A, Marchese A, Campi C, Giacomini M and Bassetti M, Early diagnosis of candidemia with explainable machine learning on automatically extracted laboratory and microbiological data: results of the AUTO-CAND project, Annals of Medicine, 55 (2023), 2285454.

7. Crimì F, Cabrelle G, Campi C, Schillaci A, Bao Q R, Pepe A, Spolverato G, Pucciarelli S, Vernuccio F and  Quaia E, Nodal staging with MRI after neoadjuvant chemo-radiotherapy for locally advanced rectal cancer: a fast and reliable method, European Radiology (2023), to appear.

8. Cama I, Candiani V, Roccatagliata L, Fiaschi P, Rebella G, Resaz M, Piana M and Campi C, Segmentation agreement and the reliability of radiomics features, Advances in Computational Science and Engineering, 1 (2023), 2.

9. Campi C, Briani C, Salvalaggio A, Giraudo C, Cipriani A, Zorzi A, Zucchetta P, Vettor  and Cecchin D,  Semi-Quantification of Myocardial Uptake of Bone-Seeking Agents in Suspected Cardiac Amyloidosis, Journal of Cardiovascular Development and Disease, 10 (2023), 5, 184.

10. Tagliafico A S,  Calabrese M, Brunetti N, Garlaschi A, Tosto S, Rescinito G, Zoppoli G, Piana M and Campi C, Freehand 1.5T MR-guided vacuum-assisted breast biopsy (MR-VABB): contribution of Radiomics to the differentiation of benign and malignant lesions, Diagnostics, 13 (2023), 1007.

11. Giacobbe D R, Mora S, Signori A, Russo C, Brucci G, Campi C, Guastavino S, Marelli C, Limongelli A, Vena A, Mikulska M, Marchese A, Di Biagio A, Giacomini M and Bassetti M, Validation of an Automated System for the Extraction of a Wide Dataset for Clinical Studies Aimed at Improving the Early Diagnosis of Candidemia, Diagnostics, 13 (2023), 961.

12. Laurenza M, Del Moro D , et al. The CAESAR Project for the ASI Space Weather Infrastructure, Remote Sensing, 15 (2023), 346.

13. Crimì F, Agostini E, Toniolo A, Torresan F, Iacobone M, Scaroni C, Quaia E, Campi C and Ceccato F, CT Texture Analysis of Adrenal Pheochromocytomas: a Pilot Study, Current Oncology, 30 (2023), 2, 2169-2177.

14. Guastavino S, Marchetti F, Bevenuto F, Campi C and Piana M, Operational solar flare forecasting via video-based deep learning, Frontiers in Astronomy and Space Sciences, 9 (2023), 1039805.

15. Bauckneht M, Marini C, Cossu V , Campi C, M. Riondato M, Bruno S, Orengo A M, Vitale F, Carta S, Chiola S, Chiesa S, Miceli A,  D’Amico F, Fornarini G, Terrone C, Piana M, Morbelli S, Signori A, Barboro P and Sambuceti G, Gene’s expression underpinning the divergent predictive value of [18F]F-fluorodeoxyglucose and prostate-specific membrane antigen positron emission tomography in primary prostate cancer: a bioinformatic and experimental study, Journal of Translational Medicine, 21 (2023).

16. Barilà G, Crimì F, Arangio Febbo M, Pavan L, Vedovato S, Cabrelle G, Zanon C, Campi C, Cecchin D, Zucchetta P, Lacognata C, Semenzato G and  Zambello R Imaging minimal residual disease evaluation in multiple myeloma using [18F]FDG PET/MRI, Leukemia & Lymphoma, 64 (2022), 2, 503-506.

17. Esposito P, Garbarino S, Fenoglio D, Cama I, Cipriani L, Campi C, Parodi A, Vigo T, Franciotta D, Altosole T, Grosjean F, Viazzi F, Filaci G and Piana M Longitudinal Cluster Analysis of Hemodialysis Patients with COVID-19 in the Pre-Vaccination Era, Life, 12 (2022), 1702.

18. Marchetti F, Guastavino S, Piana M and Campi C  Score-Oriented Loss (SOL) functions, Pattern Recognition, 132 (2022), 108913.

19. Grisanti S, Garbarino S, Barisione E, Aloe T, Grosso M, Schenone C, Pardini M, Biassoni E, Zaottini F, Picasso R, Morbelli S, Campi C, Pesce G, Massa F, Gitler N, Battaglini D, Cabona C, Bassetti M, Uccelli A, Schenone A, Piana M and Benedetti L Neurological long-COVID in the outpatient clinic: Two subtypes, two courses, Journal of the Neurological Sciences, 439 (2022), 120315.

20.  Guastavino S, Marchetti F, Benvenuto F, Campi C and Piana M Implementation paradigm for supervised flare forecasting studies: a deep learning application with video data, Astronomy & Astrophysics, 662 (2022), A105.

21. Cappelli G, Campi C, Bao Q r, Morra F, Lacognata C, Zucchetta P, Cecchin D, Pucciarelli S, Spolverato G and Crimi F 18F-FDG-PET/MRI texture analysis in rectal cancer after neoadjuvant chemoradiotherapy, Nuclear Medicine Communications, 43 (2022), 7, 815-822. 

22. Tagliafico A S., Campi C, Bignotti B, Bortolotto C, Buccicardi D, Coppola F, Prost R, Rengo M and Faggioni L Blockchain in radiology research and clinical practice: current trends and future directions, La Radiologia Medica, 127 (2022).

23. Bauckneht M, Lai R, D'amico F, Miceli A, Donegani M I, Campi C, Schenone D, Raffa S, Chiola S, Lanfranchi F, REbuzzi S E, Zanardi E, Cremante M, marini C, Fornarini G, Morbelli S, Piana M and Sambuceti G Opportunistic skeletal muscle metrics as prognostic tools in metastatic castration-resistant prostate cancer patients candidates to receive Radium-223, Annals of Nuclear Medicine, 36 (2022).

24. Ferrero P M, Campi C, Miceli A, Rolla-Bigliani C, Bauckneht M, Gualco L, Piana M, Marini C, Castellan L, Morbelli S, Caponnetto C, Sambuceti G and Roccatagliata L  18F-FDG-PET correlates of aging and disease course in ALS as revealed by distinct PVC approaches, European Journal of Radiology Open, 9 (2022), 100394.

25. Crimì F, Cabrelle G, Zanon C, De Noni A, Campi C, Vianello A and Quaia E High resolution computed tomography texture analysis identifies patients at risk of pulmonary fibrosis after COVID-19 pneumonia, Quantitative Imaging in Medicine and Surgery, 12 (2022).

26. Lombardi G, Spimpolo A, Berti S, Campi C, Anglani M G, Simeone R, Evangelista L, Causin F, Zorzi G,  Gorgoni G, Caccese M, Padovan M, Zagonel V and Cecchin D PET/MR in recurrent glioblastoma patients treated with regorafenib: [18F]FET and DWI-ADC for response assessment and survival prediction, British Journal of Radiology, 95 (2022), 20211018. 

27. Zanovello M, Sorarù C, Campi C, Anglani M, Spimpolo A, Berti S, Bussè C, Mozzetta S, Cagnin A and Cecchin C Brainstem glucose hypermetabolism in ALS/FTD and shorten survival: a 18F-FDG PET/MR study, Journal of Nuclear Medicine, 63  (2022), 5, 777-784.

28. Schenone D, Dominietto A, Campi C, Frassoni F, Cea M, Aquino S, Angelucci E, Rossi F, Torri L, Bignotti B, Tagliafico A S and Piana M Radiomics and Artificial Intelligence for Outcome Prediction in Multiple Myeloma Patients Undergoing Autologous Transplantation: A Feasibility Study with CT Data, Diagnostics, 11 (2021), 10.

29. Marini C, Bauckneht M, Borra A, Lai R, Donegani M I, Miceli A, Campi C, Cossu V, Schenone D, Morbelli S, Chauvie S, Piana M, Gallamini A, and Sambuceti G Myocardial metabolic response predicts chemotherapy curative potential on Hodgkin lymphoma: a proof-of-concept study, Biomedicines, 9 (2021), 971.

30. Poggiali D, Cecchin D, Campi C and De Marchi S, Oversampling Errors in Multimodal Medical Imaging Are Due to the Gibbs Effect, Mathematics, 9 (2021), 12.

31. Georgoulis M.K, et al. The Flare Likelihood and Region Eruption Forecasting (FLARECAST) Project: Flare forecasting in the big data & machine learning era, Journal of Space Weather and Space Climate, 11 (2021), 39.

32.  Campi C, Marchetti F and Perracchione E Learning via variably scaled kernels, Advances in Computational Mathematics, 47 (2021), 51.

33.  Cicogna, D Berrilli F, Calchetti D, Del Moro D, Giovannelli L, Benvenuto F, Campi C, Guastavino S and Piana M Flare Forecasting Algorithms Based on High-Gradient Polarity Inversion Lines in Active Regions The Astrophysical Journal, 915 (2021), 38.

34. Crimi F, Stramare R, Spolverato G, Aldegheri V, Barison A, D'Alimonte L, Bao Q R, Spimpolo A, Albertoni L, Cecchin D, Campi C, Quaia E, Pucciarelli S and Zucchetta P, T2‑weighted, apparent diffusion coefficient and 18F‑FDG PET histogram analysis of rectal cancer after preoperative chemoradiotherapy, Techniques in Coloproctology, 25 (2021), 5, 569–577. 

35. Torresan F, Crimì F, Ceccato F, Zavan F, Barbot M, Lacognata C, Motta R, Armellin C, Scaroni C, Quaia E, Campi C and Iacobone M, Radiomics: a new tool to differentiate adrenocortical adenoma from carcinoma, BJS Open, 5 (2021), 1.

36. Tagliafico A S, Dominietto A, Belgioia L, Campi C, Schenone D and Piana M, Quantitative Imaging and Radiomics in Multiple Myeloma: A Potential Opportunity?, Medicina, 57 (2021), 2, 94.

37. Crimì F, Borsetto D, Stramare R, Di Carlo R, Emauelli E, Nicolai P, Lacognata C, Zucchetta P, Oliveri G, Merola A, Bodanza V, Albertoni L,  Campi C and Cecchin D, 18F-FDG PET/MRI versus contrast‑enhanced MRI in detecting regional HNSCC metastases, Annals of Nuclear Medicine, 35 (2021), 2, 260-269.

38. Benvenuto F, Campi C, Massone A M and Piana M Machine Learning as a Flaring Storm Warning Machine: Was a Warning Machine for the 2017 September Solar Flaring Storm Possible?, The Astrophysical Journal Letters, 904 (2020).

39. Bindoli S, Galozzi P, Magnani F, Rubin L, Campi C, Doria A, Cecchin D and Sfriso P 18F-Fluorodeoxyglucose Positron Emission Tomography and Computed Tomography With Magnetic Resonance for Diagnosing Adult-Onset Still's Disease, Frontiers in Medicine, 7 (2020), 544412.

40. Beltrametti M C, Campi C, Massone A M and Torrente M-L Geometry of the Hough transforms with applications to synthetic data, Mathematics in Computer Science, 15 (2021),  553 - 575.

41. Crimì F, Capelli G, Spolverato G, Bao Q R, Florio A, Milite Rossi S, Cecchin D, Albertoni L, Campi C, Pucciarelli S and Stramare R MRI T2‑weighted sequences‑based texture analysis (TA) as a predictor of response to neoadjuvant chemo‑radiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC), La Radiologia Medica, 125 (2020), 12, 1216-1224.

42. Neunhaeuserer D, Savalla F, Gasparetti A, Rami A, Gobbo S, Campi C, Belligoli A, Busetto L, Foletto M, Vettor R,  Bergamin M and Ermolao A Cardiorespiratory function and VO2 kinetics after sleeve gastrectomy: a follow‑up analysis, Internal and Emergency Medicine, 15 (2020), 1201–1205.

43. Bazzi C, Seccia T M, Napodano P, Campi C, Caroccia B, Cattarin L and Calò L A High Blood Pressure Is Associated with Tubulointerstitial Damage along with Glomerular Damage in Glomerulonephritis. A large Cohort Study, Journal of  Clinical  Medicine 9 (2020), 1656.

44. Ceccato F, Cecchin D, Gregianin M, Ricci G, Campi C, Crimì F, Bergamo M, Versari A, Lacognata C, Rea F, Barbot M and Scaroni C The role of 68Ga-DOTA derivatives PET-CT in patients with ectopic ACTH syndrome, Endocrine Connections 9 (2020), 4, 337-345.

45. Cellerino M, Ivaldi F, Pardini M, Rotta G, Vila G, Koduah P, Berge T, Laroni A, Lapucci C, Novi G, Boffa G, Sbragia E, Palmeri S,  Asseyer S, Høgestøl E, Campi C, Piana M, Inglese M, Paul F, Harbo H F, Villoslada P, Kerlero de Rosbo N and Uccelli A Impact of treatment on cellular immunophenotype in multiple sclerosis. A cross-sectional study, Neurology Neuroimmunology & Neuroinflammation 7 (2020), 3.

46. Bauckneht M, Lai R, Miceli A, Schenone D, Cossu V, Donegani M I, Raffa S, Borra A, Marra S, Campi C. Orengo A, Massone A M, Tagliafico A, Caponnetto C, Cabona C, Cistaro A, Chiò A, Morbelli S, Nobili F, Sambuceti G, Piana M and Marini C Spinal cord hypermetabolism extends to skeletal muscle in amyotrophic lateral sclerosis: a computational approach to [18F]-Fluorodeoxyglucose PET/CT images, European Journal of Nuclear Medicine and Molecular Imaging Research 10 (2020), 1.

47. Schwenck J, Schörg B, Fiz F, Sonanini D, Forschner A,  Eigentler T,  Weide B, Martella M,  Gonzalez-Menendez I, Campi C,  Sambuceti G, Seith F, Quintanilla-Martinez L, Garbe C, Pfannenberg C, Röcken M, la Fougere C, Pichler B J and Kneilling M Cancer immunotherapy is accompanied by distinct metabolic patterns in primary and secondary lymphoid organs observed by non-invasive in vivo 18F-FDG-PET, Theranostics 10, 925-937 (2020) 

48. Campi C, Pascarella A and Pitolli F  Less Is Enough: Assessment of the Random Sampling Method for the Analysis of Magnetoencephalography (MEG) Data, Mathematical and Computational  Applications 24 (2019)

49. Campi C, Benvenuto F, Massone A M, Bloomfield D S, Georgoulis M K and Piana M Feature Ranking of Active Region Source Properties in Solar Flare Forecasting and the Uncompromised Stochasticity of Flare Occurrence, The Astrophysical Journal 883 (2019)

50. Piana M,  Campi C, Benvenuto F, Guastavino S and Massone A M Flare forecasting and feature ranking using SDO/HMI data, Nuovo Cimento della Società Italiana di Fisica C  42 (2019), 1

51. Fiz F, Dittmann H, Campi C, Weissinger M, Sahbai S, Reimold M, Stenzi A, Piana M,  Sambuceti G and la Fougère C Automated Definition of Skeletal Disease Burden in Metastatic Prostate Carcinoma: A 3D Analysis of SPECT/CT Images Cancers 11 (2019), 869

52. Benvenuto F, Campi C A discrepancy principle for the Landweber iteration based on risk minimization Applied Mathematics Letters 96 (2019) 1-6

53. Fiz F, Bauckneht M, Piccardo A, Campi C, Nieri A, Piva R, Ferrarazzo G, Artom N, Morbelli S, Marini C, Piana M, Bagnasco M,  Canepa M and Sambuceti G Metabolic and densitometric correlation between atherosclerotic plaque and trabecular bone: an 18F-Natrium-Fluoride PET/CT study American Journal  of Nuclear Medicine and Molecular Imaging 8 (2018) 387-396

54. Fiz F, Dittmann H, Campi C, Morbelli S, Marini C, Brignone M, Bauckneht M, Piva R, Massone A M, Piana M, Sambuceti G and la Fougère C, Assessment of Skeletal Tumor Load in Metastasized Castration-Resistant Prostate Cancer Patients: A Review of Available Methods and an Overview on Future Perspectives Bioengineering 2018, 5 (2018) 58 

55.  Marini C, Morbelli S, Cistaro A, Campi C, Caponnetto C, Bauckneht M, Bellini A, Buschiazzo A, Calamia I, Beltrametti M C,  Magrotti S, Fania P,  Poggi I, Cabona C, Capitanio S, Piva R, Calvo A, Moglia C, Canosa A, Massone A M, Nobili F, Mancardi G, Chiò A, Piana M and Sambuceti G, Interplay between spinal cord and cerebral cortex metabolism in amyotrophic lateral sclerosis, Brain  141 (2018) 8  2272–2279

56. Benvenuto F, Piana M, Campi C and Massone A M A Hybrid Supervised/Unsupervised Machine Learning Approach to Solar Flare Prediction The Astrophysical Journal 853 (2018)

57. Fiz F, Sahbai S, Campi C, Weissinger M, Dittmann H, Marini C, Piana M, Sambuceti G and la Fougère C Tumor Burden and Intraosseous Metabolic Activity as Predictors of Bone Marrow Failure during Radioisotope Therapy in Metastasized Prostate Cancer Patients Biomed Research International 2017 (2017) 3905216

58. Marini C, Bruno S, Fiz F, Campi C, Piva R, Cutrona G, Matis S, Nieri A, Miglino M, Ibatici A, Orengo A M, Massone A M, Neumaier C M, de Totero D, Giannoni P, Bauckneht M, Pennone M, Tenca C, Gugiatti E, Bellini A, Borra A, Tedone E, Efeturk H, Rosa F, Emionite L, Cilli M, Brucato V, Bruzzi P, Piana M, Fais F and Sambuceti G Functional Activation of Osteoclast Commitment in Chronic Lymphocytic Leukaemia: a Possible Role for RANK/RANKL Pathway Scientific Reports 26 (2017) 7 14159 

59. Marini C, Cistaro A, Campi C, Calvo A, Caponnetto C, Nobili F V, Fania P, Beltrametti MC, Moglia C, Novi G, Buschiazzo A, Perasso A, Canosa A, Scialò C, Pomposelli E, Massone A M, Bagnara M C, Cammarosano S, Bruzzi P, Morbelli S, Sambuceti G, Mancardi G, Piana M and Chiò A A PET/CT approach to spinal cord metabolism in amyotrophic lateral sclerosis European Journal of Nuclear Medicine and Molecular Imaging 43 (2016) 2061-2071 

60. Gizzonio V, Avanzini P, Campi C, Orivoli S, Piccolo B, Cantalupo G, Tassinari C A, Rizzolatti Gand Fabbri–Destro M Failure in pantomime execution correlates with the severity of social behavior deficits in children with autism: A praxis study Journal of Autism and Developmental Disorders 45 (2015) 10 3085–3097 

61. Fiz F, Marini C, Campi C, Massone A M, Podestà M, Bottoni G, Piva R, Bongioanni F,  Bacigalupo A, Piana M, Sambuceti G and Frassoni F Allogeneic cell transplant expands bone marrow distribution by colonizing previously abandoned areas: an FDG PET/CT analysis Blood 125 (2015) 26 4095-4102 

62. Massone A M, Perasso A, Campi C and Beltrametti M C Profile detection in medical and astronomical images by means of the Hough transform of special classes of curves Journal of Mathematical Imaging and Vision51 (2015) 2 296-310 

63. Perasso A, Campi C, Toraci C, Benvenuto F, Piana M and Massone A M Application of Possibilistic C-Means for fault detection in Nuclear Power Plant data Journal of Engineering for Gas Turbines and Power 137 (2015) 062901 

64. Gizzonio V, Avanzini P, Fabbri-Destro M, Campi C and Rizzolatti G Cognitive abilities in siblings of children with Autism Spectrum Disorders Experimental Brain Research 232 (2014) 7

65. Fabbri-Destro M, Avanzini P, De Stefani E, Innocenti A, Campi C and Gentilucci M Interaction between words and symbolic gestures as revealed by N400 Brain Topography 28 (2014) 4 591-605 

66. Fiz F, Marini C, Piva R, Miglino M, Massollo M, Bongioanni F, Morbelli S, Bottoni G, Campi C, Bacigalupo A, Bruzzi P, Frassoni F, Piana M and Sambuceti G Adult Advanced Chronic Lymphocytic Leukemia: Computational Analysis of Whole-Body CT Documents a Bone Structure Alteration Radiology 271 (2014) 805-819

67. Marini C, Salani B, Massollo M, Amaro A, Esposito AI, Orengo AM, Capitanio S, Emionite L, Riondato M, Bottoni G, Massara C, Boccardo S, F Marina, Campi C, Ravera S, Angelini G, Morbelli S, Cilli M, Cordera R, Truini M, Maggi D, Pfeffer U and Gianmario Sambuceti Direct inhibition of hexokinase activity by metformin at least partially impairs glucose metabolism and tumor growth in experimental breast cancer Cell Cycle 12 (2013) 22 

68. Avanzini P, Fabbri-Destro M, Campi C, Pascarella A, Barchiesi G, Cattaneo L and Rizzolatti G Spatiotemporal dynamics in understanding hand-object interactions PNAS 110 (2013) 40 

69. Campi C, Parkkonen L, Hari R and Hyvärinen A Non-linear canonical correlation for joint analysis of MEG signals from two subjects Frontiers in Neuroscience 7 (2013) 107 

70. Sambuceti G, Brignone M, Marini C, Massollo M, Fiz F, Morbelli S, Buschiazzo A, Campi C, Piva R, Massone AM, Piana M and Frassoni F Estimating the whole bone marrow asset in humans by a computational approach to integrated pet/ct imaging European Journal of Nuclear Medicine and Molecular Imaging 39 (2012) 1326 

71. Pursiainen S, Sorrentino A, Campi C and Piana M Forward simulation and inverse dipole localization with the lowest Raviart-Thomas elements for electroencephalography Inverse Problems 27 (2011) 045003 

72. Campi C, Pascarella A, Sorrentino A and Piana M Highly Automated Dipole EStimation (HADES) Computational Intelligence and Neuroscience 2011 (2011) 982185 

73. Pascarella A, Sorrentino A, Campi C and Piana M Particle filtering, beamforming and multiple signal classification for the analysis of magnetoencephalography time series: a comparison of algorithms Inverse Problems and Imaging 4 (2010)169-190 

74. Sorrentino A, Parkkonen L, Pascarella A, Campi C and Piana M Dynamical meg source modeling with multi-target bayesian tracking Human Brain Mapping 30  (2009) 1911-1921 

75. Campi C, Pascarella A, Sorrentino A and Piana M A Rao-Blackwellized particle filter for magnetoencephalography Inverse Problems 24 (2008) 025023 

Proceedings and book chapter 

1. C. Campi Localization of neural activity from neuromagnetic data using varying-support sources 2020 IEEE 20th Mediterranean Electrotechnical Conference (MELECON), 419 – 423 (2020).

2. Schenone D, Lai R, Cea M, Rossi F,  Torri L, Bignotti B, Succio G, Gualco S, Conte A, Dominietto A, Massone A M, Piana M, Campi C, Frassoni F, Sambuceti G, Tagliafico A S Radiomics and artificial intelligence analysis of CT data for the identification of prognostic features in multiple myeloma  Proc. SPIE vol. 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 113144A  https://doi.org/10.1117/12.2548983

3. Lai R, Schenone D,  Sambuceti G, Massone A M, Campi C, Chiò A, Caponnetto C, Cistaro A,  Bauckneht M, Cossu V, Morbelli S, Marini C, Piana M, Prognostic power of the human psoas muscles FDG metabolism in amyotrophic lateral sclerosis Proc. SPIE vol. 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 113141Z https://doi.org/10.1117/12.2548857

4. Massone AM, Campi C, Fiz F,  Beltrametti, MC The Hough Transform and the Impact of Chronic Leukemia on the Compact Bone Tissue from CT-Images Analysis Computational Methods for Inverse Problems in Imaging - Springer INdAM Series Volume 36 (2019), 93-116

5. Massone AM, Campi C, Beltrametti MC and Marini C FDG-PET and the assessment of spinal cord metabolism in amyotrophic lateral sclerosis (ALS) 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), 1 - 6, IEEE Conference Publications 

6. Campi C, Perasso A, Beltrametti MC, Piana M, Sambuceti G and Massone A M HT-BONE: A graphical user interface for the identifcation of bone profiles in CT images via extended Hough transform  Medical Imaging 2016: Image Processing, edited by Martin A. Styner, Elsa D. Angelini, Proc. of SPIE Vol. 9784 978423 

7. Perasso A, Campi C, Beltrametti MC, Massone AM Spinal Canal and Spinal Marrow Segmentation by Means of the Hough Transform of Special Classes of Curves Image Analysis and Processing ICIAP 2015 Lecture Notes in Computer Science, vol. 9279, 590-600 

8. Campi C, Perasso A, Beltrametti MC, Massone AM, Sambuceti G and Piana M Pattern recognition in medical imaging by means of the Hough transform of curves 8th International Symposium on Image and Signal Processing and Analysis (ISPA 2013) 

9. Campi C, Pascarella A, Sorrentino A and Piana M Bayesian tracking of neural activity in biomagnetic data Communications to SIMAI congress 3 (2009)

10. Sorrentino A, Pascarella A, Campi C and Piana M A comparative analysis of algorithms for the magnetoencephalography J. Phys. Conf. Ser. 135 (2008) 012094 

11. Sorrentino A, Pascarella A, Campi C and Piana M Particle filters for magnetoencephalography inverse problem: increasing the efficiency through a semi-analytic approach J. Phys. Conf. Ser. 124 (2008) 012046