探花精选

Caterina Gregorio

Caterina Gregorio

Postdoctoral Researcher
Visiting address: Tomtebodav盲gen 18 A, 17165 Solna
Postal address: H1 Neurobiologi, v氓rdvetenskap och samh盲lle, H1 ARC Medicin Vetrano, 171 77 Stockholm

About me

  • I am a post-doctoral researcher with a background in biostatistics. My research focuses on statistical modelling for chronic illnesses, multimorbidity and ageing, both from a methodological and applied point of view using longitudinal real-world data sources. 

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    • 2020- 2024 PhD in Mathematical Models and Methods in Engineering, Politecnico di Milano,  
    • Italy. Supervisors: F.Ieva, G.Barbati. Thesis: 鈥淭oward a dynamic approach to decision-making in chronic illness: a statistical framework using longitudinal real-world data鈥.
    • 2017-2019 Master's Degree in Statistical Science at the University of Padova, Italy. Thesis: "Recurrent events and competitive risks: survival models for the study of arrhythmogenic cardiomyopathy". (Supervisors: G.Cortese, G.Barbati)
    • 2013-2016 Bachelor's degree in Statistics and Informatics for Business, Finance and 
    • Insurance, University of Trieste, Italy. Thesis: "Clustering Algorithms in the 
    • Context of Spatial Big Data". (Supervisor: G.Schoier)

     

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Research

    • Multi-state models and microsimulation.
    • Longitudinal models for repeated measures and latent outcomes.
    • Functional data analysis.
    • Joint models, landmarking.
    • Causal inference,  
    • structural marginal models.

Teaching

  • 2024 

  • 探花精选, Sweden

    •  
    • Biostatistics I- Master of Public Health Sciences

     

  • 2021-2023 Politecnico di Milano, Italy. Laboratory activities.

    •  
    • Biostatistics -Master鈥檚 course in Computational genomics (2 courses, 24 hours and 60 students each, taught in English)
    • Statistics- Bachelor鈥檚 course in Mathematical Engineering (1 course, 24 hours and 150 students, taught in Italian)

     

  • 2021-2023 University of Trieste, Italy.

    • Statistics- Bacher鈥檚 course in economics and business (laboratory activity, 20 hours, 100 students, taught in Italian)
    • Medical Statistics- Master麓s course in data science (lecture, 4 courses, 3 hours each and 10 
    • students, taught in English)

     

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Articles

  • Article: JOURNAL OF CLINICAL ONCOLOGY. 2024;42(24):2873-2886
    Tentori CA; Gregorio C; Robin M; Gagelmann N; Gurnari C; Ball S; Caballero Berrocal JC; Lanino L; D'Amico S; Spreafico M; Maggioni G; Travaglino E; Sauta E; Meggendorfer M; Zhao L-P; Campagna A; Savevski V; Santoro A; Al Ali N; Sallman D; Sole F; Garcia-Manero G; Germing U; Kroger N; Kordasti S; Santini V; Sanz G; Kern W; Platzbecker U; Diez-Campelo M; Maciejewski JP; Ades L; Fenaux P; Haferlach T; Zeidan AM; Castellani G; Komrokji R; Ieva F; Della Porta MG
  • Journal article: AMERICAN JOURNAL OF CARDIOLOGY. 2024;224:55
    D'Ascenzo F; Fabris E; Gregorio C; Mittone G; De Filippo O; Wanha W; Leonardi S; Roubin SR; Chinaglia A; Truffa A; Huczek Z; Gaibazzi N; Ielasi A; Cortese B; Borin A; Pagliaro B; Nunez-Gil IJ; Ugo F; Marengo G; Barbieri L; Marchini F; Desperak P; Melendo-Viu M; Montalto C; Bianco M; Bruno F; Mancone M; Ferrandez-Escarabajal M; Morici N; Scaglione M; Tuttolomondo D; Gasior M; Mazurek M; Gallone G; Campo G; Wojakowski W; Abu Assi E; Stefanini G; Sinagra G; Ferrari GM
  • Journal article: BMC PUBLIC HEALTH. 2024;24(1):1808
    Morabito G; Gregorio C; Ieva F; Barbati G; Mancia G; Corrao G; Rea F
  • Article: VALUE IN HEALTH. 2024;27(7):897-906
    Gregorio C; Rea F; Ieva F; Scagnetto A; Indennidate C; Cappelletto C; Di Lenarda A; Barbati G
  • Article: ALZHEIMER'S AND DEMENTIA. 2024;20(7):4737-4746
    Li Y; Dekhtyar S; Grande G; Kalpouzos G; Gregorio C; Laukka EJ; Qiu C
  • Journal article: JACC: CLINICAL ELECTROPHYSIOLOGY. 2024;10(7):1455-1464
    Dal Ferro M; Paldino A; Gregorio C; Bessi R; Zaffalon D; De Angelis G; Severini GM; Stolfo D; Gigli M; Brun F; Massa L; Korcova R; Salvatore L; Bianco E; Mestroni L; Merlo M; Zecchin M; Sinagra G
  • Article: JCO CLINICAL CANCER INFORMATICS. 2024;8:e2300205
    Gregorio C; Spreafico M; D'Amico S; Sauta E; Asti G; Lanino L; Tentori CA; Platzbecker U; Haferlach T; Diez-Campelo M; Fenaux P; Komrokji R; Della Porta MG; Ieva F
  • Article: THE JOURNAL OF HEART AND LUNG TRANSPLANTATION. 2024;43(4):554-562
    Stolfo D; Pagnesi M; Chiarito M; Baldetti L; Merlo M; Ombardi CML; Loiacono F; Gregorio C; Cappelletti AM; Contessi S; Cocianni D; Perotto M; Adamo M; Cali F; Inciardi RM; Tomasoni D; Maccallini M; Villaschi A; Gasparini G; Montella M; Barone G; Pini D; Metra M; Sinagra G
  • Article: EUROPEAN JOURNAL OF HEART FAILURE. 2024;26(3):581-589
    Setti M; Merlo M; Gigli M; Munaretto L; Paldino A; Stolfo D; Loco CP; Medo K; Gregorio C; De Luca A; Graw S; Castrichini M; Cannata A; Ribichini FL; Dal Ferro M; Taylor M; Sinagra G; Mestroni L
  • Journal article: PLOS ONE. 2024;19(8):e0309470
    Barbati G; Gregorio C; Scagnetto A; Indennidate C; Cappelletto C; Di Lenarda A
  • Journal article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2024;394:131352
    Fabris E; Boldrin C; Gregorio C; Pezzato A; Gagno G; Giannini F; Perkan A; Sinagra G
  • Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2023;24(12):871-879
    Pezzato A; Fabris E; Gregorio C; Cittar M; Contessi S; Carriere C; Lardieri G; Zecchin M; Perkan A; Sinagra G
  • Journal article: MINERVA UROLOGY AND NEPHROLOGY. 2023;75(5):625-633
    Mazzon G; Gregorio C; Zhong J; Cai C; Pavan N; Zhong W; Choong S; Zeng G
  • Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2023;24(9):625-630
    Zecchin M; Trevisan B; Baggio C; Bessi R; Saitta M; Salvatore L; Cappelletto C; Gregorio C; Bianco E; Longaro F; Carriere C; Zorzin-Fantasia A; Piccinin F; Dal Monte G; Sinagra G
  • Journal article: CLINICAL RESEARCH IN CARDIOLOGY. 2023;112(3):454
    Nuzzi V; Cannata A; Pellicori P; Manca P; Stolfo D; Gregorio C; Barbati G; Bromage DI; McDonagh T; Cleland JGF; Merlo M; Sinagra G
  • Journal article: CLINICAL RESEARCH IN CARDIOLOGY. 2023;112(3):419-430
    Nuzzi V; Cannata A; Pellicori P; Manca P; Stolfo D; Gregorio C; Barbati G; Bromage DI; McDonagh T; Cleland JGF; Merlo M; Sinagra G
  • Journal article: JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY. 2023;36(2):154-162
    Nuzzi V; Raafs A; Manca P; Henkens MTHM; Gregorio C; Boscutti A; Verdonschot J; Hazebroek M; Knackstedt C; Merlo M; Stolfo D; Sinagra G; Heymans SRB
  • Journal article: BIOMETRICAL JOURNAL. 2022;64(8):1374-1388
    Gregorio C; Cappelletto C; Romani S; Stolfo D; Merlo M; Barbati G
  • Article: EUROPEAN JOURNAL OF HEART FAILURE. 2022;24(7):1171-1179
    Manca P; Stolfo D; Merlo M; Gregorio C; Cannata A; Ramani F; Nuzzi V; Lund LH; Savarese G; Sinagra G
  • Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2022;23(4):247-253
    Falco L; Fabris E; Gregorio C; Pezzato A; Milo M; Massa L; Lardieri G; Korcova R; Cominotto F; Vitrella G; Rakar S; Perkan A; Sinagra G
  • Journal article: CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS. 2022;99(5):1500-1508
    Fabris E; Menzio S; Gregorio C; Pezzato A; Stolfo D; Aleksova A; Vitrella G; Rakar S; Perkan A; Van't Hof AWJ; Sinagra G
  • Journal article: SCIENTIFIC REPORTS. 2022;12(1):3606
    Bastian D; Gregorio C; Buia V; Walaschek J; Rittger H; Vitali-Serdoz L
  • Journal article: AMERICAN JOURNAL OF CARDIOLOGY. 2022;164:147
    Zaffalon D; Pagura L; Cannata A; Barbati G; Gregorio C; Finocchiaro G; Vitali-Serdoz L; Zecchin M; Fabris E; Merlo M; Sinagra G
  • Journal article: HEART LUNG AND CIRCULATION. 2021;30(12):1846-1853
    Fabris E; Pezzato A; Gregorio C; Barbati G; Falco L; Albani S; Stolfo D; Vitrella G; Rakar S; Perkan A; Sinagra G
  • Article: CIRCULATION. 2021;144(20):1600-1611
    Gigli M; Stolfo D; Graw SL; Merlo M; Gregorio C; Chen SN; Dal Ferro M; PaldinoMD A; De Angelis G; Brun F; Jirikowic J; Salcedo EE; Turja S; Fatkin D; Johnson R; van Tintelen JP; Te Riele ASJM; Wilde AAM; Lakdawala NK; Picard K; Miani D; Muser D; Severini GM; Calkins H; James CA; Murray B; Tichnell C; Parikh VN; Ashley EA; Reuter C; Song J; Judge DP; McKenna WJ; Taylor MRG; Sinagra G; Mestroni L
  • Journal article: AMERICAN JOURNAL OF CARDIOLOGY. 2021;159:72-78
    Zaffalon D; Pagura L; Cannata A; Barbati G; Gregorio C; Finocchiaro G; Serdoz LV; Zecchin M; Fabris E; Merlo M; Sinagra G
  • Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2021;334:58-64
    Cappelletto C; Gregorio C; Barbati G; Romani S; De Luca A; Merlo M; Mestroni L; Stolfo D; Sinagra G
  • Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2021;22(5):344-349
    Fabris E; Bessi R; De Bellis A; Gregorio C; Peratoner A; Lardieri G; Cominotto F; Vitrella G; Rakar S; Perkan A; Sinagra G
  • Journal article: EUROPEAN JOURNAL OF HEART FAILURE. 2020;22(12):2219-2224
    Cannata A; Bromage DI; Rind IA; Gregorio C; Bannister C; Albarjas M; Piper S; Shah AM; McDonagh TA
  • Journal article: JOURNAL OF CLINICAL MEDICINE. 2020;9(8):2426
    Cannata A; Manca P; Nuzzi V; Gregorio C; Artico J; Gentile P; Loco CP; Ramani F; Barbati G; Merlo M; Sinagra G
  • Journal article: INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING. 2020;36(7):1213-1225
    Albani S; Pinamonti B; Giovinazzo T; de Scordilli M; Fabris E; Stolfo D; Perkan A; Gregorio C; Barbati G; Geri P; Confalonieri M; Lo Giudice F; Aquaro GD; Pasquero P; Porta M; Sinagra G; Mesin L
  • Journal article: EUROPEAN JOURNAL OF HEART FAILURE. 2020;22(6):978-984
    Bromage DI; Cannata A; Rind IA; Gregorio C; Piper S; Shah AM; McDonagh TA
  • Journal article: RESPIRATORY PHYSIOLOGY AND NEUROBIOLOGY. 2020;274:103356
    Enrichi C; Zanetti C; Gregorio C; Koch I; Vio A; Palmer K; Meneghello F; Piccione F; Battel I
  • Journal article: WORLD JOURNAL OF UROLOGY. 2020;38(1):151-158
    Mir MC; Pavan N; Capitanio U; Antonelli A; Derweesh I; Rodriguez-Faba O; Linares E; Takagi T; Rha KH; Fiori C; Maurer T; Zang C; Mottrie A; Umari P; Long J-A; Fiard G; De Nunzio C; Tubaro A; Tracey AT; Ferro M; De Cobelli O; Micali S; Bevilacqua L; Torres J; Schips L; Castellucci R; Dobbs R; Quarto G; Bove P; Celia A; De Concilio B; Trombetta C; Silvestri T; Larcher A; Montorsi F; Palumbo C; Furlan M; Bindayi A; Hamilton Z; Breda A; Palou J; Aguilera A; Tanabe K; Raheem A; Amiel T; Yang B; Lima E; Crivellaro S; Perdona S; Gregorio C; Barbati G; Porpiglia F; Autorino R
  • Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2019;20(10):682-690
    de Scordilli M; Pinamonti B; Albani S; Gregorio C; Barbati G; Daneluzzi C; Korcova R; Perkan A; Fabris E; Geri P; Biolo M; Lo Giudice F; Confalonieri M; Sinagra G
  • Journal article: JOURNAL OF CLINICAL MEDICINE. 2019;8(8):1168
    Lombardi T; Berton F; Salgarello S; Barbalonga E; Rapani A; Piovesana F; Gregorio C; Barbati G; Di Lenarda R; Stacchi C
  • Journal article: CLINICAL NEUROPHYSIOLOGY. 2019;130(2):231-238
    Cavinato M; Genna C; Formaggio E; Gregorio C; Storti SF; Manganotti P; Casanova E; Piperno R; Piccione F
  • Journal article: EPIDEMIOLOGY BIOSTATISTICS AND PUBLIC HEALTH. 2019;16(4)
    Azzolina D; Baldi I; Barbati G; Berchialla P; Bottigliengo D; Bucci A; Calza S; Dolce P; Edefonti V; Faragalli A; Fiorito G; Gandin I; Giudici F; Gregori D; Gregorio C; Ieva F; Lanera C; Lorenzoni G; Marchioni M; Milanese A; Ricotti A; Sciannameo V; Solinas G; Vezzoli M
  • Journal article: EUROPEAN JOURNAL OF TRANSLATIONAL MYOLOGY. 2018;28(3):7842
    Merico A; Cavinato M; Gregorio C; Lacatena A; Gioia E; Piccione F; Angelini C
  • Journal article: EUROPEAN JOURNAL OF TRANSLATIONAL MYOLOGY. 2018;28(1):7278
    Merico A; Cavinato M; Gregorio C; Lacatena A; Gioia E; Piccione F; Angelini C
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All other publications

  • Conference publication: JOURNAL OF HYPERTENSION. 2024;42:e261-e262
    Morabito G; Rea F; Gregorio C; Ieva F; Barbati G; Corrao G; Mancia G
  • Conference publication: BLOOD. 2023;142:197
    Tentori CA; Gregorio C; Robin M; Gagelmann N; Gurnari C; Ball S; Caballero Berrocal JC; Lanino L; D'Amico S; Spreafico M; Maggioni G; Travaglino E; Sauta E; Meggendorfer M; Zhao L-P; Bernardi M; Di Grazia C; Vago L; Rivoli G; Borin LM; Chiusolo P; Giaccone L; Voso MT; Bewersdorf JP; Nibourel O; Diaz-Beya M; Jerez A; Maria Hernandez F; Velazquez Kennedy K; Xicoy B; Ubezio M; Campagna A; Russo A; Todisco G; Mannina D; Bramanti S; Zampini M; Riva E; Bicchieri M; Asti G; Viviani F; Buizza A; Tinterri B; Bacigalupo A; Rambaldi A; Passamonti F; Ciceri F; Savevski V; Santoro A; Al Ali NH; Sallman DA; Sole F; Garcia-Manero G; Germing U; Kordasti S; Santini V; Sanz G; Kern W; Kubasch AS; Platzbecker U; Diez-Campelo M; Maciejewski JP; Ades L; Fenaux P; Haferlach T; Zeidan AM; Castellani G; Komrokji RS; Ieva F; Della Porta MG
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2022;24:suac121.525
    Pezzato A; Fabris E; Gregorio C; Cittar M; Contessi S; Carriere C; Lardieri G; Zecchin M; Perkan A; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2022;24:suac121.347
    Boldrin C; Fabris E; Gregorio C; Pezzato A; Gagno G; Vitrella G; Rakar S; Perkan A; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2022;24:suac121.639
    Nuzzi V; Cannata A; Pellicori P; Manca P; Stolfo D; Gregorio C; Barbati G; Bromage DI; Mcdonagh T; Cleland JG; Merlo M; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL. 2022;43:828
    Bessi R; Dal Ferro M; Gregorio C; Paldino A; De Angelis G; De Bellis A; Mase M; Zaffalon D; Gigli M; Stolfo D; Merlo M; Zecchin M; Sinagra G
  • Conference publication: JOURNAL OF UROLOGY. 2022;207(5):E951
    Zeng G; Mazzon G; Gregorio C; Zhong J; Cai C; Pavan N; Zhong W
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2021;23(G):suab139.029
    Venturelli F; Nuzzi V; Manca P; Santi G; Barbati G; Gregorio C; Stolfo D; Merlo M; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2021;23(G):suab140.032
    Fabris E; Pezzato A; Gregorio C; Barbati G; Falco L; Stolfo D; Vitrella G; Rakar S; Perkan A; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2021;23(G):suab139.026
    Nuzzi V; Cannata A; Manca P; Gregorio C; Barbati G; Stolfo D; Merlo M; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2021;23(G):suab139.028
    Santi G; Manca P; Nuzzi V; Venturelli F; Ramani F; Barbati G; Gregorio C; Stolfo D; Merlo M; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2021;23(G):suab134.032
    Fabris E; Menzio S; Gregorio C; Pezzato A; Stolfo D; Aleksova A; Vitrella G; Rakar S; Perkan A; Van't Hof AWJ; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2021;23(G):suab142.028
    Nuzzi V; Raafs A; Manca P; Henkens MTHM; Gregorio C; Boscutti A; Verdonschot J; Hazebroek M; Knackstedt C; Merlo M; Stolfo D; Sinagra G; Heymans SRB
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2021;23(G):suab142.040
    De Luca A; Cappelletto C; Romani S; Perotto M; Gregorio C; Barbati G; Stolfo D; Merlo M; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2021;23(G):G116-G117
    Manca P; Stolfo D; Merlo M; Gregorio C; Cannata A; Ramani F; Nuzzi V; Lund L; Savarese G; Sinagra G
  • Conference publication: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2021;2021:3505-3508
    Clementi L; Gregorio C; Savare L; Ieva F; Santambrogio MD; Sangalli LM
  • Conference publication: EUROPEAN JOURNAL OF HEART FAILURE. 2021;23:37
    Manca P; Stolfo D; Merlo M; Gregorio C; Cannata A; Ramani F; Nuzzi V; Lund L; Savarese G; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2020;22(N):N125
    Cannata A; Manca P; Nuzzi V; Artico J; Gentile P; Gregorio C; Barbati G; Loco CP; Merlo M; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2020;22(N):N96-N97
    Zaffalon D; Pagura L; Barbati G; Gregorio C; Zecchin M; Merlo M; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2020;22(N):N125-N126
    Munaretto L; Restivo L; Merlo M; Gigli M; Graw S; Taylor M; Dal Ferro M; Stolfo D; Brun F; Ramani F; Barbati G; Gregorio C; Mestroni L; Sinagra G
  • Conference publication: EUROPEAN HEART JOURNAL, SUPPLEMENT. 2020;22(N):N9
    Cappelletto C; Gregorio C; Barbati G; Romani S; De Luca A; Merlo M; Mestroni L; Stolfo D; Sinagra G
  • Conference publication: EUROPEAN JOURNAL OF HEART FAILURE. 2018;20:67
    Albani SS; Mesin L; De Scordilli M; Pinamonti B; Gregorio C; Barbati G; Geri P; Perkan A; Daneluzzi C; Sinagra G
  • Book chapter: COMPUTATIONAL SCIENCE AND ITS APPLICATIONS 鈥 ICCSA 2017: LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS). 2017;p. 571-583
    Schoier G; Gregorio C
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