Railway Customers

A Personal Health Train implementation


The Medical Data Works Railway service implements a privacy preserving federated infrastructure as proposed by the Personal Health Train. The main principle of the Personal Health Train is to bring questions to the data rather than moving data. This concept is called Federated Learning.

Our customers using this solution are:

Organizations
    Asia
  1. Fudan University Cancer Center, Shanghai, China
  2. Cancer Hospital of Shantou University Medical College, Shantou, China
  3. Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
  4. Aravind Eye Hospital, Chennai, Tamil Nadu, India
  5. Kolkata Gynecological Oncology Trials & Translational Research Group, Kolkata, West Bengal, India
  6. MVR Cancer Center, Poolacode, Kerala, India

  7. Europe
  8. Medical University of Vienna, Vienna, Austria
  9. DIGICORE, Brussels, Belgium
  10. AZ Delta, Roeselare, Belgium
  11. Cliniques universitaires Saint-Luc, Brussels, Belgium
  12. Grand Hôpital de Charleroi, Charleroi, Belgium
  13. UZ Leuven, Leuven, Belgium
  14. Bank of Cyprus Oncology Center, Nicosia, Cyprus
  15. Masaryk Memorial Cancer Institute, Brno, Czech Republic
  16. Tartu University Hospital, Tartu, Estonia
  17. Centre Leon Bernard, Lyon, France
  18. Unicancer, Paris, France
  19. Institute Gustave Roussy, Villejuif, France
  20. Uniklinik RWTH Aachen, Aachen, Germany
  21. Charité – Universitätsmedizin Berlin, Berlin, Germany
  22. Dresden University of Technology, Dresden, Germany
  23. Universitätsklinikum Frankfurt, Frankfurt, Germany
  24. Universitätsmedizin Greifswald, Greifswald, Germany
  25. Klinikum der Universität München, Munich, Germany
  26. Semmelweis University, Budapest, Hungary
  27. Trinity St. James's Cancer Institute, Dublin, Ireland
  28. Istituto Nazionale dei Tumori, Milan, Italy
  29. Ospedale San Raffaele, Milan, Italy
  30. Fondazione Policlinico Universitario Agostino Gemelli, Rome, Italy
  31. Istituti Fisioterapici Ospitalieri - Istituto Nazionale Tumori Regina Elena, Rome, Italy
  32. Vilnius University Hospital Santaros Klinikos, Vlinius, Lithuania
  33. Netherlands Cancer Institute, Amsterdam, Netherlands
  34. UMCG, Groningen, Netherlands
  35. LUMC, Leiden, Netherlands
  36. Maastricht UMC+, Maastricht, Netherlands
  37. Maastro Clinic, Maastricht, Netherlands
  38. Radboudumc, Nijmegen, Netherlands
  39. Erasmus MC, Rotterdam, Netherlands
  40. UMC Utrecht, Utrecht, Netherlands
  41. Isala, Zwolle, Netherlands
  42. Oslo University Hospital, Oslo, Norway
  43. Greater Poland Cancer Center, Poznan, Poland
  44. Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
  45. National Institute of Tuberculosis and Lung Diseases, Warsaw, Poland
  46. Champalimaud Foundation, Lisbon, Portugal
  47. Instituto de Medicina Molecular João Lobo Antunes, Lisbon, Portugal
  48. Karolinska Institutet, Stockholm, Sweden
  49. University Hospital Basel, Basel, Switzerland
  50. University Hospital Zurich, Zurich, Switzerland
  51. University of Birmingham, Birmingham, England, United Kingdom
  52. Cambridge University Hospitals, Cambridge, England, United Kingdom
  53. Cardiff University, Cardiff, Wales, United Kingdom
  54. University of Edinburgh, Edinburgh, Scotland, United Kingdom
  55. Hull University Teaching Hospitals, Hull, England, United Kingdom
  56. Leeds Teaching Hospitals, Leeds, England, United Kingdom
  57. University of Leeds, Leeds, England, United Kingdom
  58. The Royal Marsden NHS Foundaton Trust, London, England, United Kingdom
  59. The Christie, Manchester, England, United Kingdom
  60. The University of Manchester, Manchester, England, United Kingdom
  61. IQVIA, Reading, England, United Kingkom

  62. North America
  63. University Health Network, Toronto, ON, Canada
  64. University of Pennsylvania, Philadelphia, PA, USA
  65. Moffit Cancer Center, Tampa, FL, USA

  66. South America
  67. Einstein Hospital Israelita, São Paulo, Brazil

Projects