Predicting the clinical status of human breast cancer by using gene expression profiles M West, C Blanchette, H Dressman, E Huang, S Ishida, R Spang, H Zuzan, ... Proceedings of the national academy of Sciences 98 (20), 11462-11467, 2001 | 1769 | 2001 |
Gene expression predictors of breast cancer outcomes E Huang, SH Cheng, H Dressman, J Pittman, MH Tsou, CF Horng, A Bild, ... The Lancet 361 (9369), 1590-1596, 2003 | 833 | 2003 |
Role for E2F in control of both DNA replication and mitotic functions as revealed from DNA microarray analysis S Ishida, E Huang, H Zuzan, R Spang, G Leone, M West, JR Nevins Molecular and cellular biology 21 (14), 4684-4699, 2001 | 746 | 2001 |
MR imaging predictors of molecular profile and survival: multi-institutional study of the TCGA glioblastoma data set DA Gutman, LAD Cooper, SN Hwang, CA Holder, JJ Gao, TD Aurora, ... Radiology 267 (2), 560-569, 2013 | 475 | 2013 |
Myc requires distinct E2F activities to induce S phase and apoptosis G Leone, R Sears, E Huang, R Rempel, F Nuckolls, CH Park, ... Molecular cell 8 (1), 105-113, 2001 | 335 | 2001 |
Gene expression phenotypic models that predict the activity of oncogenic pathways E Huang, S Ishida, J Pittman, H Dressman, A Bild, M Kloos, M D'Amico, ... Nature genetics 34 (2), 226-230, 2003 | 326 | 2003 |
The role of machine learning in clinical research: transforming the future of evidence generation EH Weissler, T Naumann, T Andersson, R Ranganath, O Elemento, Y Luo, ... Trials 22, 1-15, 2021 | 284 | 2021 |
Integrated modeling of clinical and gene expression information for personalized prediction of disease outcomes J Pittman, E Huang, H Dressman, CF Horng, SH Cheng, MH Tsou, ... Proceedings of the National Academy of Sciences 101 (22), 8431-8436, 2004 | 280 | 2004 |
Towards integrated clinico-genomic models for personalized medicine: combining gene expression signatures and clinical factors in breast cancer outcomes prediction JR Nevins, ES Huang, H Dressman, J Pittman, AT Huang, M West Human molecular genetics 12 (suppl_2), R153-R157, 2003 | 204 | 2003 |
Harnessing the power of smart and connected health to tackle COVID-19: IoT, AI, robotics, and blockchain for a better world F Firouzi, B Farahani, M Daneshmand, K Grise, J Song, R Saracco, ... IEEE Internet of Things Journal 8 (16), 12826-12846, 2021 | 139 | 2021 |
Systematic analysis of challenge-driven improvements in molecular prognostic models for breast cancer AA Margolin, E Bilal, E Huang, TC Norman, L Ottestad, BH Mecham, ... Science translational medicine 5 (181), 181re1-181re1, 2013 | 133 | 2013 |
Genomic prediction of locoregional recurrence after mastectomy in breast cancer SH Cheng, CF Horng, M West, E Huang, J Pittman, MH Tsou, ... Journal of Clinical Oncology 24 (28), 4594-4602, 2006 | 123 | 2006 |
Multicenter imaging outcomes study of The Cancer Genome Atlas glioblastoma patient cohort: imaging predictors of overall and progression-free survival P Wangaryattawanich, M Hatami, J Wang, G Thomas, A Flanders, J Kirby, ... Neuro-oncology 17 (11), 1525-1537, 2015 | 119 | 2015 |
Distinct gene expression phenotypes of cells lacking Rb and Rb family members EP Black, E Huang, H Dressman, R Rempel, N Laakso, SL Asa, S Ishida, ... Cancer research 63 (13), 3716-3723, 2003 | 100 | 2003 |
Large-Scale screening and molecular characterization of EML4-ALK fusion variants in archival non–small-cell lung cancer tumor specimens using quantitative reverse transcription … T Li, MKH Maus, SJ Desai, LA Beckett, C Stephens, E Huang, J Hsiang, ... Journal of Thoracic Oncology 9 (1), 18-25, 2014 | 74 | 2014 |
The Project Baseline Health Study: a step towards a broader mission to map human health K Arges, T Assimes, V Bajaj, S Balu, MR Bashir, L Beskow, R Blanco, ... NPJ digital medicine 3 (1), 84, 2020 | 71 | 2020 |
A framework for the oversight and local deployment of safe and high-quality prediction models AD Bedoya, NJ Economou-Zavlanos, BA Goldstein, A Young, JE Jelovsek, ... Journal of the American Medical Informatics Association 29 (9), 1631-1636, 2022 | 64 | 2022 |
Integrating factor analysis and a transgenic mouse model to reveal a peripheral blood predictor of breast tumors HG LaBreche, JR Nevins, E Huang BMC medical genomics 4, 1-14, 2011 | 58 | 2011 |
Impact of bioinformatic procedures in the development and translation of high-throughput molecular classifiers in oncology C Ferté, AD Trister, E Huang, BM Bot, J Guinney, F Commo, S Sieberts, ... Clinical Cancer Research 19 (16), 4315-4325, 2013 | 49 | 2013 |
Bayesian analysis of binary prediction tree models for retrospectively sampled outcomes J Pittman, E Huang, J Nevins, Q Wang, M West Biostatistics 5 (4), 587-601, 2004 | 48 | 2004 |