Domingo, Enric

Deep learning for prediction of colorectal cancer outcome: a discovery and validation study

Skrede, O.-J., De Raedt, S., Kleppe, A., Hveem, T. S., Liestøl, K., Maddison, J., Askautrud, H. A., Pradhan, M., Nesheim, J. A., Albregtsen, F., et al. (2020) · The Lancet

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 627

Meta-analysis of three genome-wide association studies identifies susceptibility loci for colorectal cancer at 1q41, 3q26.2, 12q13.13 and 20q13.33

The COGENT Consortium, Houlston, R. S., The CORGI Consortium, The COIN Collaborative Group, The COINB Collaborative Group, Cheadle, J., Dobbins, S. E., Tenesa, A., Jones, A. M., Howarth, K., et al. (2010) · Nature Genetics

Genetic Associations and EpidemiologyGenetic factors in colorectal cancer

Cited by 360

Somatic POLE proofreading domain mutation, immune response, and prognosis in colorectal cancer: A retrospective, pooled biomarker study

Domingo, E., Freeman-Mills, L., Rayner, E., Glaire, M., Briggs, S., Vermeulen, L., Fessler, E., Medema, J. P., Boot, A., Morreau, H., et al. (2016) · The Lancet Gastroenterology & Hepatology

Genetic factors in colorectal cancerColorectal Cancer Treatments and Studies

Cited by 308

Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study

Wagner, S. J., Reisenbüchler, D., West, N. P., Niehues, J. M., Zhu, J., Foersch, S., Veldhuizen, G. P., Quirke, P., Grabsch, H. I., van den Brandt, P. A., et al. (2023) · Cancer Cell

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 275

Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning

Sirinukunwattana, K., Domingo, E., Richman, S. D., Redmond, K. L., Blake, A., Verrill, C., Leedham, S. J., Chatzipli, A., Hardy, C., Whalley, C. M., et al. (2021) · Gut

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 264

KRAS Mutation Is Associated with Lung Metastasis in Patients with Curatively Resected Colorectal Cancer

Tie, J., Lipton, L., Desai, J., Gibbs, P., Jorissen, R. N., Christie, M., Drummond, K. J., Thomson, B. N. J., Usatoff, V., Evans, P. M., et al. (2011) · Clinical Cancer Research

Colorectal Cancer Treatments and StudiesGenetic factors in colorectal cancer

Cited by 217

Guidelines for using sigQC for systematic evaluation of gene signatures

Dhawan, A., Barberis, A., Cheng, W.-C., Domingo, E., West, C., Maughan, T., Scott, J. G., Harris, A. L., & Buffa, F. M. (2019) · Nature Protocols

Gene expression and cancer classificationBioinformatics and Genomic Networks

Cited by 31