Shao Y, Taylor S, Marshall N, Morioka C, Zeng-Treitler Q. Clinical Text Classification with Word Embedding Features vs Bag-of-Words. The 5th Workshop on Big Data Analytic Technology for Bioinformatics and Health Informatics IEEE BigData Dec. 2018 conference, 2874-2878.
Petousis P, Naeim A, Mosleh A, Hsu W. Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models. AMIA Annu Symp Proc. 2018 Dec 5;2018:1461-1470. PMID: 30815191; PMCID: PMC6371325.
Li W, Wang Y, Cai Y, Arnold CW, Zhao E, Yuan Y. Semi-supervised rare disease detection using generative adversarial network. arXiv preprint arXiv:1812.00547. 2018 Dec 3.
Meng Y, Speier W, Dzubur E, Spiegel B, Arnold CW. Predicting Patient Health Status using Activity Tracker Data. Proceedings of the 2018 American Medical Informatics Association Annual Symposium. San Francisco; 2018.
Bui AAT. Optimizing imaging-based clinical decision making processes. World Brain Mapping Conference, Society for Brain Mapping Technologies (SBMT). Los Angeles,California, USA; 2018.
Shiwen S, Smedley NF, Rios Piedra EAR, Hsu W. Hybrid Hierarchical Model for Lung Cancer Prediction. International Symposium on Biomedical Imaging (ISBI). 2018.
Li W, Li J, Sarma KV, Ho KC, Shen S, Knudsen BS, Gertych A, Arnold CW. Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. IEEE Trans Med Imaging. 2019 Apr;38(4):945-954. DOI: 10.1109/TMI.2018.2875868. Epub 2018 Oct 12. PMID: 30334752; PMCID: PMC6497079.
Smedley NF, Ellingson BM, Cloughesy TF, Hsu W. Longitudinal Patterns in Clinical and Imaging Measurements Predict Residual Survival in Glioblastoma Patients. Sci Rep. 2018 Sep 26;8(1):14429. DOI: 10.1038/s41598-018-32397-z. PMID: 30258190; PMCID: PMC6158293.
Li J, Speier W, Ho KC, Sarma KV, Gertych A, Knudsen BS, Arnold CW. An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput Med Imaging Graph. 2018 Nov;69:125-133. DOI: 10.1016/j.compmedimag.2018.08.003. Epub 2018 Sep 3. PMID: 30243216; PMCID: PMC6173982.
Winter A, Féray C, Audureau E, Azoulay D, Antoine C, Daurès JP, Landais P. A Donor Quality Index for liver transplantation: development, internal and external validation. Sci Rep. 2018 Jun 29;8(1):9871. DOI: 10.1038/s41598-018-27960-7. Erratum in: Sci Rep. 2018 Oct 5;8(1):15109. PMID: 29959344; PMCID: PMC6026153.