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E-Poster Display

695TiP - ORACULUM: A retrospective observational epidemiological study using artificial intelligence and natural language processing in electronic health records to characterize the prostate cancer pathway, management and outcomes in Europe, Middle East and Africa (EMEA region)

Date

17 Sep 2020

Session

E-Poster Display

Topics

Tumour Site

Prostate Cancer

Presenters

Joan Carles

Citation

Annals of Oncology (2020) 31 (suppl_4): S507-S549. 10.1016/annonc/annonc275

Authors

J. Carles1, A. Alcaraz2, N.W. Clarke3, A. Conde4, A. Heidenreich5, A. Juarez6, J.P. Maroto Rey7, J. Puente8, I. Hernandez-Medrano9, I. Salcedo9, I. Haddad10, J. Munoz del Toro11, A. Servan12, G. Pissart13, J. Casariego11, K. Fizazi14

Author affiliations

  • 1 Oncology Department, Vall d'Hebron Institute of Oncology, Vall d’Hebron University Hospital, n/a - Barcelona/ES
  • 2 Urology, Hospital Clinic I Provincial de Barcelona, Barcelona/ES
  • 3 The Departments Of Surgery And Urology, The Christie and Salford Royal Hospitals, Manchester/GB
  • 4 Radiation Oncology, Hospital Universitario y Politécnico la Fe de Valencia, Valencia/ES
  • 5 Urology, Uniklinik Köln, 50937 - Cologne/DE
  • 6 Urology Department, Hospital de Jerez, Jerez/ES
  • 7 Medical Oncology Department, Hospital de la Santa Creu i Sant Pau, 08041 - Barcelona/ES
  • 8 Dept. Medical Oncology, Hospital Clinico Universitario San Carlos, 28040 - Madrid/ES
  • 9 Clinical Research, MedSavana S.L, Madrid/ES
  • 10 Oncology, Janssen Pharmaceutica, Argel/DZ
  • 11 Oncology, Janssen Cilag Spain, 28042 - Madrid/ES
  • 12 Oncology, Janssen-Cilag SA, Madrid/ES
  • 13 Oncology, Janssen Pharmaceutica NV, Beerse/BE
  • 14 Cancer Medicine Department, Institut Gustave Roussy, 94805 - Villejuif/FR

Resources

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Abstract 695TiP

Background

In Prostate Cancer, there is a need for real-world clinical practice data given the high prevalence and incidence of the disease and the rapid changes in treatment options and diagnosis over recent years. Prostate cancer is a scenario in which ‘Big Data’ is particularly applicable because patients have a long disease course, generating an immense amount of data. The outcomes would improve our understanding of the potential implication of different diagnostic /treatment approaches in the different profile of patients suffering from this serious disease in clinical practice. The result of this analysis could also inform the scientific community on new hypothesis for future clinical studies.

Trial design

ORACULUM is a multi-country, multi-centre, Artificial Intelligence driven, retrospective, observational study analysing deidentified and aggregated information from original EHRs, in four languages (Spanish, English, French and German). ORACULUM uses SAVANA’s EHRead technology, an innovative data-driven system that applies Artificial Intelligence and Natural Language Program techniques. SAVANA software is able to meaningfully interpret physician notes and numerical values included in clinical records from thousands of patients and translate these into hundreds of variables. ORACULUM uses EHR population-based data since January 2014, to more accurately describe the epidemiology, diagnosis, management, outcomes, prognostic and predictive factors of response of Prostate Cancer (PCa) patients, across all disease stages. ORACULUM may also provide potential correlations that could have remained hidden so far in the existing literature. Here we describe the methodology for data collection and privacy.

Clinical trial identification

Editorial acknowledgement

Legal entity responsible for the study

Janssen.

Funding

Janssen.

Disclosure

J. Carles: Advisory/Consultancy, Speaker Bureau/Expert testimony: Janssen; Advisory/Consultancy, Speaker Bureau/Expert testimony: Bayer; Advisory/Consultancy, Travel/Accommodation/Expenses: Bristol-Myers Squibb; Advisory/Consultancy, Speaker Bureau/Expert testimony: Astellas ; Advisory/Consultancy: Pfizer; Advisory/Consultancy: Sanofi; Advisory/Consultancy: MSD Oncology; Advisory/Consultancy, Travel/Accommodation/Expenses: Roche; Advisory/Consultancy, Travel/Accommodation/Expenses: AstraZeneca; Travel/Accommodation/Expenses: Ipsen. A. Alcaraz: Advisory/Consultancy, Speaker Bureau/Expert testimony: Janssen; Advisory/Consultancy, Speaker Bureau/Expert testimony: Astellas; Advisory/Consultancy, Speaker Bureau/Expert testimony: Bayer. N.W. Clarke: Honoraria (self), Advisory/Consultancy, Speaker Bureau/Expert testimony, Travel/Accommodation/Expenses: Janssen-Cilag; Honoraria (self), Advisory/Consultancy, Speaker Bureau/Expert testimony, Travel/Accommodation/Expenses: Astellas; Honoraria (self), Advisory/Consultancy, Travel/Accommodation/Expenses: Sanofi; Honoraria (self), Advisory/Consultancy, Travel/Accommodation/Expenses: Bayer; Honoraria (self), Research grant/Funding (institution), Travel/Accommodation/Expenses: AstraZeneca; Honoraria (self), Advisory/Consultancy, Travel/Accommodation/Expenses: Ferring; Honoraria (self), Travel/Accommodation/Expenses: Ipsen. A. Conde: Advisory/Consultancy, Speaker Bureau/Expert testimony: Janssen; Advisory/Consultancy: Astellas; Advisory/Consultancy: Bayer; Advisory/Consultancy: Ipsen; Travel/Accommodation/Expenses: Gp Pharm. A. Heidenreich: Honoraria (self), Advisory/Consultancy, Speaker Bureau/Expert testimony: Janssen; Honoraria (self), Advisory/Consultancy, Speaker Bureau/Expert testimony, Research grant/Funding (self): Astellas; Honoraria (self), Advisory/Consultancy, Speaker Bureau/Expert testimony, Research grant/Funding (self): Bayer; Advisory/Consultancy: Clovis; Honoraria (self), Speaker Bureau/Expert testimony: Amgen; Honoraria (self), Speaker Bureau/Expert testimony: Ipsen; Honoraria (self), Speaker Bureau/Expert testimony, Research grant/Funding (self): Sanofi; Honoraria (self), Speaker Bureau/Expert testimony: Takeda; Speaker Bureau/Expert testimony: Pfizer; Honoraria (self): Ferring. A. Juarez: Advisory/Consultancy: Janssen; Advisory/Consultancy: Astellas; Advisory/Consultancy: Bayer. J.P. Maroto Rey: Advisory/Consultancy, Speaker Bureau/Expert testimony: Janssen; Advisory/Consultancy, Speaker Bureau/Expert testimony: Astellas; Advisory/Consultancy, Speaker Bureau/Expert testimony: Bayer. J. Puente: Honoraria (self), Advisory/Consultancy, Research grant/Funding (self), Travel/Accommodation/Expenses: Pfizer; Honoraria (self), Advisory/Consultancy, Research grant/Funding (self): Astellas; Honoraria (self), Advisory/Consultancy, Travel/Accommodation/Expenses: Janssen; Advisory/Consultancy, Travel/Accommodation/Expenses: Merck Sharp & Dohme; Honoraria (self), Advisory/Consultancy: Bayer; Honoraria (self), Advisory/Consultancy, Travel/Accommodation/Expenses: Roche; Honoraria (self), Advisory/Consultancy, Travel/Accommodation/Expenses: Bristol Myers & Squibb; Advisory/Consultancy: Clovis Oncology; Honoraria (self), Advisory/Consultancy: Ipsen; Honoraria (self), Advisory/Consultancy: Eisai; Honoraria (self), Advisory/Consultancy: Sanofi; Honoraria (self): AstraZeneca; Honoraria (self): MSD Oncology; Honoraria (self): EUSA Pharma; Honoraria (self): Pierre Fabre. I. Haddad: Full/Part-time employment: Janssen. J. Munoz del Toro: Full/Part-time employment: Janssen. A. Servan: Full/Part-time employment: Janssen. G. Pissart: Full/Part-time employment: Janssen. J. Casariego: Full/Part-time employment: Janssen. K. Fizazi: Advisory/Consultancy, Speaker Bureau/Expert testimony: Janssen; Advisory/Consultancy, Speaker Bureau/Expert testimony: Astellas; Advisory/Consultancy, Speaker Bureau/Expert testimony: Bayer. All other authors have declared no conflicts of interest.

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