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Eileen Brooke graduated from East London College in 1926 with a BSc in Maths, and in 1929 with a MSc in Mathematics. In 1952 completed a PHD. Carried out statistical analysis work for as Chief of Medical Statistics, Institut Universitaire de Medecine Sociale et Preventive, Lausanne, Switzerland (Corresponding Associate) and earlier in her career at the World Health Organisation.
Pioneer and supporter of public health orientation in mental health programmes. Co-author with G. C. Tooth of 'Trends in the mental hospital population and their effect on future planning', published in the Lancet in 1961, in which it was claimed that, as the result of statistical analyses of current trends, the future needs of beds in British mental hospitals would be halved. A paper which proved influential in shaping Government policy with regard to the future of mental hospitals.