Multilevel regularized regression for simultaneous taxa selection and network construction with metagenomic count data. - Zhenqiu Liu; Fengzhu Sun; Jonathan Braun; Dermot P. B. McGovern; Steven T. Piantadosi (Bioinform., 2015)

Sparse Inverse Covariance Estimation with L0 Penalty for Network Construction with Omics Data. - Zhenqiu Liu; Shili Lin; Nan Deng; Dermot P. B. McGovern; Steven T. Piantadosi (J. Comput. Biol., 2016)

Sparse generalized linear model with L 0 approximation for feature selection and prediction with big omics data. - Zhenqiu Liu; Fengzhu Sun; Dermot P. B. McGovern (BioData Min., 2017)

Fine-mapping inflammatory bowel disease loci to single-variant resolution. - Hailiang Huang; Ming Fang; Luke Jostins; Masa Umicevic Mirkov; Gabrielle Boucher; Carl A. Anderson; Vibeke Andersen; Isabelle Cleynen; Adrian Cortes; François Crins; Mauro D'Amato; Valérie Deffontaine; et al. (Nat., 2017)

Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies. - Zhaoxuan Ma; Zaneta Swiderska-Chadaj; Nathan Ing; Hootan Salemi; Dermot P. B. McGovern; Beatrice S. Knudsen; Arkadiusz Gertych (ITIB, 2018)

Immunohistochemistry annotations enhance AI identification of lymphocytes and neutrophils in digitized H&E slides from inflammatory bowel disease. - Natalia Zurek; Yi Zhang; Dermot P. B. McGovern; Ann E. Walts; Arkadiusz Gertych (Comput. Methods Programs Biomed., 2024)