Imperial College London


Faculty of EngineeringDepartment of Computing

Professor of Biomedical Data Analysis



+44 (0)20 7594 8317d.gillies Website




373Huxley BuildingSouth Kensington Campus





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For up to date information on my current teaching and research please visit



Liu R, Gillies DF, 2016, Overfitting in linear feature extraction for classification of high-dimensional image data, Pattern Recognition, Vol:53, ISSN:0031-3203, Pages:73-86

Reed K, Gillies D, 2016, Automatic derivation of design schemata and subsequent generation of designs, Ai Edam-artificial Intelligence for Engineering Design Analysis and Manufacturing, Vol:30, ISSN:0890-0604, Pages:367-378

Hira ZM, Gillies DF, 2016, Identifying Significant Features in Cancer Methylation Data Using Gene Pathway Segmentation, Cancer Informatics, Vol:15, ISSN:1176-9351, Pages:189-198

Thesis Dissertations

Reed K, 2016, Machine Learning Applications in Generative Design

Xie Z, 2016, Machine learning for efficient recognition of anatomical structures and abnormalities in biomedical images

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