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Emanuele Giorgi

Lecturer in Biostatistics

  1. 2011
  2. Published

    Dynamic monitors of brain function: a new target in neurointensive care unit

    Bosco, E., Marton, E., Feletti, A., Scarpa, B., Longatti, P., Zanatta, P., Giorgi, E. & Sorbara, C., 15/07/2011, In : Critical Care. 15, R170.

    Research output: Contribution to journalJournal article

  3. 2014
  4. Published

    The geographic distribution of onchocerciasis in the 20 participating countries of the African Programme for Onchocerciasis Control: (2) pre-control endemicity levels and estimated number infected

    Zouré, H. G. M., Noma, M., Tekle, A. H., Amazigo, U. V., Diggle, P. J., Giorgi, E. & Remme, J. H. F., 22/07/2014, In : Parasites and Vectors. 7, 15 p., 326.

    Research output: Contribution to journalJournal article

  5. 2015
  6. Published

    Geostatistical methods for disease prevalence mapping

    Giorgi, E., 2015, Lancaster University. 143 p.

    Research output: ThesisDoctoral Thesis

  7. Published

    PrevMap: R package

    Giorgi, E., 2015

    Research output: Exhibits, objects and web-based outputsSoftware

  8. Published

    Geostatistical mapping of helminth infection rates

    Diggle, P. J. & Giorgi, E., 01/2015, In : The Lancet Infectious Diseases. 15, 1, p. 9-11 3 p.

    Research output: Contribution to journalJournal article

  9. Published

    Combining data from multiple spatially-referenced prevalence surveys using generalized linear geostatistical models

    Giorgi, E., Sesay, S. S. S., Terlouw, D. J. & Diggle, P. J., 02/2015, In : Journal of the Royal Statistical Society: Series A Statistics in Society. 178, 2, p. 445-464 20 p.

    Research output: Contribution to journalJournal article

  10. Published

    On the inverse geostatistical problem of inference on missing locations

    Giorgi, E. & Diggle, P. J., 02/2015, In : Spatial Statistics. 11, p. 35-44 10 p.

    Research output: Contribution to journalJournal article

  11. 2016
  12. Published

    One Health e-Surveillance for Early Detection of Gastrointestinal Disease Outbreaks

    Sánchez-Vizcaíno, F., Rowlingson, B. S., Radford, A., Hale, A. C., Giorgi, E., O’Brien, S., Dawson, S., Gaskell, R., Jones, P., Menacere, T., Noble, P-J., Wardeh, M. & Diggle, P. J., 2016, In : Online Journal of Public Health Informatics. 8, 1, p. e159 1 p.

    Research output: Contribution to journalMeeting abstract

  13. Published

    Mapping the risk of snakebite in Sri Lanka: a national survey with geospatial analysis

    Ediriweera, D., Kasturiratne, A., Pathmeswaran, A., Gunawardena, N. K., Wijayawickrama, B. A., Jayamanne, S. F., Isbister, G. K., Dawson, A., Giorgi, E., Diggle, P. J., Lalloo, D. G. & de Silva, H. J., 8/07/2016, In : PLoS Neglected Tropical Diseases. 10, 7, 14 p., e0004813.

    Research output: Contribution to journalJournal article

  14. Published

    On the computation of multivariate scenario sets for the skew-t and generalized hyperbolic families

    Giorgi, E. & McNeil, A. J., 08/2016, In : Computational Statistics and Data Analysis. 100, p. 205-220 16 p.

    Research output: Contribution to journalJournal article

  15. Published

    Model-based geostatistics for prevalence mapping in low-resource settings

    Diggle, P. J. & Giorgi, E., 10/2016, In : Journal of the American Statistical Association. 111, 515, p. 1096-1120 25 p.

    Research output: Contribution to journalJournal article

  16. E-pub ahead of print

    Rejoinder

    Diggle, P. J. & Giorgi, E., 18/10/2016, In : Journal of the American Statistical Association. 111, 515, p. 1119-1120 2 p.

    Research output: Contribution to journalComment/debate

  17. Published

    Modeling of spatio-temporal variation in plague incidence in Madagascar from 1980 to 2007

    Giorgi, E., Kreppel, K., Diggle, P. J., Caminade, C., Ratsitorahina, M., Rajerison, M. & Baylis, M., 11/2016, In : Spatial and Spatio-temporal Epidemiology. 19, p. 125-135 11 p.

    Research output: Contribution to journalJournal article

  18. 2017
  19. Published

    Impact of metric and sample size on determining malaria hotspot boundaries

    Stresman, G. H., Giorgi, E., Baidjoe, A., Knight, P., Odongo, W., Owaga, C., Shagari, S., Makori, E., Stevenson, J., Drakeley, C., Cox, J., Bousema, T. & Diggle, P. J., 12/04/2017, In : Scientific Reports. 7, 8 p., 45849.

    Research output: Contribution to journalJournal article

  20. E-pub ahead of print

    Bivariate geostatistical modelling of the relationship between Loa loa prevalence and intensity of infection

    Giorgi, E., Schlüter, D. K. & Diggle, P. J., 24/05/2017, In : Environmetrics. 10 p.

    Research output: Contribution to journalJournal article

  21. Published

    PrevMap: An R Package for Prevalence Mapping

    Giorgi, E. & Diggle, P. J., 9/06/2017, In : Journal of Statistical Software. 78, 8, 29 p.

    Research output: Contribution to journalJournal article

  22. Published

    Explaining variation in adult Anopheles indoor resting abundance: the relative effects of larval habitat proximity and insecticide-treated bed net use

    McCann, R. S., Messina, J. P., MacFarlane, D. W., Bayoh, M. N., Gimnig, J. E. & Giorgi, E., 17/07/2017, In : Malaria Journal. 16, 14 p., 288.

    Research output: Contribution to journalJournal article

  23. Published

    Spatial point patterns: methodology and applications with R

    Giorgi, E., 31/07/2017, In : American Statistician. 71, 2, p. 184-185 2 p.

    Research output: Contribution to journalBook/Film/Article review

  24. Published

    Surveillance in easy to access population subgroups as a tool for evaluating malaria control progress: a systematic review

    Sesay, S. S. S., Giorgi, E., Diggle, P. J., Schellenberg, D. & Lalloo, D. G., 16/08/2017, In : PLoS ONE. 12, 8, 27 p., e0183330.

    Research output: Contribution to journalJournal article

  25. Published

    Why malaria is unlikely to return to Italy – despite a recent death from the disease

    Giorgi, E. & Bisanzio, D., 8/09/2017, The Conversation.

    Research output: Other contribution

  26. Published

    Household air pollution, chronic respiratory disease and pneumonia in Malawian adults: A case-control study

    Jary, H. R., Aston, S., Ho, A., Giorgi, E., Kalata, N., Nyirenda, M., Mallewa, J., Peterson, I., Gordon, S. B. & Mortimer, K., 24/10/2017, In : Wellcome Open Research. 2, 15 p., 103.

    Research output: Contribution to journalJournal article

  27. Published

    Factors influencing the success of aerial rabies vaccination of foxes

    Henning, J., Giorgi, E., Soares Magalhães, R. J., Tizzani, P., Viviani, P., Pejovic, N., Hrapovic, M. & Potzsch, C., 30/10/2017, In : Scientific Reports. 7, 9 p., 14376.

    Research output: Contribution to journalJournal article

  28. Published

    Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods

    Deribe, K., Cano, J., Giorgi, E., Pigott, D. M., Golding, N., Pullan, R. L., Noor, A. M., Cromwell, E. A., OsgoodZimmerman, A., Enquselassie, F., Hailu, A., Murray, C. J. L., Newport, M. J., Brooker, S. J., Hay, S. I. & Davey, G., 15/12/2017, In : Wellcome Open Research. 2, 24 p., 78.

    Research output: Contribution to journalJournal article

  29. 2018
  30. Published

    Mapping the geographical distribution of podoconiosis in Cameroon using parasitological, serological, and clinical evidence to exclude other causes of lymphedema

    Deribe, K., Beng, A. A., Cano, J., Njouendo, A. J., Fru-Cho, J., Awah, A. R., Eyong, M. E., Chounna Ndongmo, P. W., Giorgi, E., Pigott, D. M., Golding, N., Pullan, R. L., Noor, A. M., Enquselassie, F., Murray, C. J. L., Brooker, S. J., Hay, S. I., Enyong, P., Newport, M. J., Wanji, S. & 1 others, Davey, G., 11/01/2018, In : PLoS Neglected Tropical Diseases. 12, 1, 19 p., e0006126.

    Research output: Contribution to journalJournal article

  31. Published

    Career highlights Emanuele Giorgi on teaching in Africa

    Giorgi, E., 02/2018, In : Significance. 15, 1, p. 41 1 p.

    Research output: Contribution to journalJournal article

  32. Published

    Using non-exceedance probabilities of policy-relevant malaria prevalence thresholds to identify areas of low transmission in Somalia

    Giorgi, E., Abdirahman Osman, A., Hussein Hassan, A., Abdilahi Ali, A., Ibrahim, F., Amran, J. G. H., Noor, A. M. & Snow, R. W., 20/02/2018, In : Malaria Journal. 17, 10 p., 88.

    Research output: Contribution to journalJournal article

  33. Published

    Geostatistical modelling of the relationship between malaria and child growth in Africa

    Amoah, B., Giorgi, E., Hayes, D., Van Buuren, S. & Diggle, P. J., 27/02/2018, In : International Journal of Health Geographics. 17, 12 p., 7.

    Research output: Contribution to journalJournal article

  34. Published

    Spatio-temporal modelling of weekly malaria incidence in children under 5 for early epidemic detection in Mozambique

    Colborn, K. L., Giorgi, E., Monaghan, A. J., Gudo, E., Candrinho, B., Marrufo, T. J. & Colborn, J. M., 18/06/2018, In : Scientific Reports. 8, 9 p., 9238.

    Research output: Contribution to journalJournal article

  35. Published

    Predicted distribution and burden of podoconiosis in Cameroon

    Deribe, K., Cano, J., Njouendo, A. J., Eyong, M. E., Beng, A. A., Giorgi, E., Pigott, D. M., Pullan, R. L., Noor, A. M., Enquselassie, F., Murray, C. J. L., Hay, S. I., Newport, M. J., Davey, G. & Wanji, S., 22/06/2018, In : BMJ Global Health. 3, 3, 12 p., 000730.

    Research output: Contribution to journalJournal article

  36. Published

    Study of lymphoedema of non-filarial origin in the northwest region of Cameroon: spatial distribution, profiling of cases and socio-economic aspects of podoconiosis

    Wanji, S., Kengne-Ouafo, J. A., Deribe, K., Tembei, A. M., Njouendo, A. J., Tayong, D. B., Sofeu-Feugaing, D. D., Datchoua-Poutcheu, F. R., Cano, J., Giorgi, E., Longang-Tchounkeu, Y. F., Enyong, P. A., Newport, M. J. & Davey, G., 07/2018, In : International Health. 10, 4, p. 285-293 9 p.

    Research output: Contribution to journalJournal article

  37. Published

    Using a problem-driven approach for teaching statistics at the African Institute for Mathematical Sciences

    Giorgi, E., 8/07/2018. 9 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paper

  38. Published

    Do hotspots fuel malaria transmission: a village-scale spatio-temporal analysis of a2-year cohort study in The Gambia

    Stresman, G. H., Mwesigwa, J., Achan, J., Giorgi, E., Worwui, A., Jawara, M., Di Tanna, G. L., Bousema, T., Van Geertruyden, J-P., Drakeley, C. & D'Alessandro, U., 14/09/2018, In : BMC Medicine. 16, 9 p., 160.

    Research output: Contribution to journalJournal article

  39. Published

    Spatio-temporal analysis of Plasmodium falciparum prevalence to understand the past and chart the future of malaria control in Kenya

    Macharia, P. M., Giorgi, E., Noor, A. M., Waqo, E., Kiptui, R., Okiro, E. A. & Snow, R. W., 26/09/2018, In : Malaria Journal. 17, 13 p., 340.

    Research output: Contribution to journalJournal article

  40. E-pub ahead of print

    Reducing contamination risk in cluster-randomized infectious disease-intervention trials

    McCann, R. S., van den Berg, H., Chetwynd, A. G., Giorgi, E., Takken, W., Terlouw, D. J. & Diggle, P. J., 29/10/2018, In : International Journal of Epidemiology. 47, 6, p. 2015–2024 10 p.

    Research output: Contribution to journalJournal article

  41. Published

    Geostatistical inference in the presence of geomasking: A composite-likelihood approach

    Fronterre, C., Giorgi, E. & Diggle, P. J., 12/2018, In : Spatial Statistics. 28, p. 319-330 12 p.

    Research output: Contribution to journalJournal article

  42. Published

    Geostatistical Methods for Disease Mapping and Visualisation Using Data from Spatio‐temporally Referenced Prevalence Surveys

    Giorgi, E., Diggle, P. J., Snow, R. W. & Noor, A. M., 12/2018, In : International Statistical Review. 86, 3, p. 571-597 27 p.

    Research output: Contribution to journalJournal article

  43. Published

    On the goodness-of-fit of generalized linear geostatistical models

    Giorgi, E., 12/2018, In : Spatial Statistics. 28, p. 79-83 5 p.

    Research output: Contribution to journalJournal article

  44. 2019
  45. Published

    Sub national variation and inequalities in under-five mortality in Kenya since 1965

    Macharia, P. M., Giorgi, E., Thuranira, P. N., Joseph, N. K., Sartorius, B., Snow, R. W. & Okiro, E. A., 2019, In : BMC Public Health. 19, 1, 12 p., 146.

    Research output: Contribution to journalJournal article

  46. Published

    Tracking Health Outcomes in Space and Time: Spatial and Spatio-temporal Methods

    Diggle, P. J., Giorgi, E., Chipeta, M. G. & MacFarlane, S., 2019, The Palgrave Handbook of Global Health Data Methods for Policy and Practice. Macfarlane, S. B. & AbouZahr, C. (eds.). London: Palgrave Macmillan, p. 383-401 19 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)

  47. Published

    Preferential sampling with regard to exposure levels

    Diggle, P. J. & Giorgi, E., 11/02/2019, Handbook of Environmental and Ecological Statistics. Gelfand, A. E., Fuentes, M., Hoeting, J. A. & Smith, R. L. (eds.). Chapman and Hall/CRC Press, (Handbooks of Modern Statistical Methods).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  48. Published

    Model-based Geostatistics for Global Public Health: Methods and Applications

    Diggle, P. J. & Giorgi, E., 13/03/2019, London: Chapman and Hall/CRC Press. 248 p. (Chapman & Hall/CRC Interdisciplinary Statistics)

    Research output: Book/Report/ProceedingsBook

  49. E-pub ahead of print

    Geostatistical analysis of Malawi’s changing malaria transmission from 2010 to 2017 [version 1; peer review: awaiting peer review]

    Chipeta, M. G., Giorgi, E., Mategula, D., Macharia, P. M., Ligomba, C., Munyenyembe, A., Chirombo, J., Gumbo, A., Terlouw, D. J., Snow, R. W. & Kayange, M., 27/03/2019, In : Wellcome Open Research.

    Research output: Contribution to journalJournal article

  50. Published

    Understanding the spatial distribution of trichiasis and its association with trachomatous inflammation—follicular

    Flueckiger, R. M., Giorgi, E., Cano, J., Abdala, M., Amiel, O. N., Baayenda, G., Bakhtiari, A., Batcho, W., Bennawi, K. H., Dejene, M., Elshafie, B. E., Elvis, A. A., Francois, M., Goepogui, A., Kalua, K., Kebede, B., Kiflu, G., Masika, M. P., Massangaie, M., Mpyet, C. & 8 others, Ndjemba, J., Ngondi, J. M., Olobio, N., Turyaguma, P., Willis, R., Yeo, S., Solomon, A. W. & Pullan, R. L., 30/04/2019, In : BMC Infectious Diseases. 19, 16 p., 364.

    Research output: Contribution to journalJournal article

  51. Published

    Geographical distribution and prevalence of podoconiosis in Rwanda: a cross-sectional country-wide survey

    Deribe, K., Mbituyumuremyi, A., Cano, J., Bosco, M. J., Giorgi, E., Ruberanziza, E., Bayisenge, U., Leonard, U., Bikorimana, J. P., Rucogoza, A., Turate, I., Rusanganwa, A., Pigott, D. M., Pullan, R. L., Noor, A. M., Enquselassie, F., Condo, J. U., Murray, C. J. L., Brooker, S. J., Hay, S. I. & 2 others, Newport, M. J. & Davey, G., 1/05/2019, In : Lancet Global Health. 7, 5, p. e671-e680 10 p.

    Research output: Contribution to journalJournal article

  52. E-pub ahead of print

    Geostatistical analysis of Malawi's changing malaria transmission from 2010 to 2017

    Chipeta, M. G., Giorgi, E., Mategula, D., Macharia, P. M., Ligomba, C., Munyenyembe, A., Chirombo, J., Gumbo, A., Terlouw, D. J., Snow, R. W. & Kayange, M., 4/07/2019, In : Wellcome Open Research. 4, p. 57 57.

    Research output: Contribution to journalJournal article

  53. Published

    A Spatially Discrete Approximation to Log-Gaussian Cox Processes for Modelling Aggregated Disease Count Data

    Johnson, O., Diggle, P. & Giorgi, E., 30/10/2019, In : Statistics in Medicine. 38, 24, p. 4871-4887 17 p.

    Research output: Contribution to journalJournal article

  54. Published

    A real-time spatio-temporal syndromic surveillance system with application to small companion animals

    Hale, A., Sánchez-Vizcaíno, F., Rowlingson, B., Radford, A., Giorgi, E., O'Brien, S. & Diggle, P., 28/11/2019, In : Scientific Reports. 9, 14 p., 17738.

    Research output: Contribution to journalJournal article

  55. E-pub ahead of print

    Geostatistical methods for modelling non-stationary patterns in disease risk

    Ejigu, B. A., Wencheko, E., Moraga-Serrano, P. & Giorgi, E., 9/12/2019, In : Spatial Statistics. 35, 15 p., 100397.

    Research output: Contribution to journalJournal article

  56. Published

    Mapping species richness using opportunistic samples: a case study on ground-floor bryophyte species richness in the Belgian province of Limburg

    Neyens, T., Diggle, P., Faes, C., Beenaerts, N., Artois, T. & Giorgi, E., 13/12/2019, In : Scientific Reports. 9, 11 p., 19122.

    Research output: Contribution to journalJournal article

  57. Published

    Spatial Analysis Made Easy with Linear Regression and Kernels

    Milton, P., Coupland, H., Giorgi, E. & Bhatt, S., 31/12/2019, In : Epidemics. 29, 12 p., 100362.

    Research output: Contribution to journalJournal article

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