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Posts classified under: 2018

20Dec

Clinical Text Classification with Word Embedding Features vs Bag-of-Words

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.

5Dec

Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models

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.

3Dec

Semi-supervised rare disease detection using generative adversarial network

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.

2Dec

Predicting Patient Health Status using Activity Tracker Data

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.

1Dec

Optimizing imaging-based clinical decision making processes

Bui AAT. Optimizing imaging-based clinical decision making processes. World Brain Mapping Conference, Society for Brain Mapping Technologies (SBMT). Los Angeles,California, USA; 2018.

21Nov

Hybrid Hierarchical Model for Lung Cancer Prediction. International Symposium on Biomedical Imaging (ISBI)

Shiwen S, Smedley NF, Rios Piedra EAR, Hsu W. Hybrid Hierarchical Model for Lung Cancer Prediction. International Symposium on Biomedical Imaging (ISBI). 2018.

12Oct

Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images

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.

26Sep

Longitudinal Patterns in Clinical and Imaging Measurements Predict Residual Survival in Glioblastoma Patients

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.

20Sep

An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.

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.

29Jun

A Donor Quality Index for liver transplantation: development, internal and external validation

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.

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Integrated Diagnostics (IDx)
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GPB: Medical Informatics Home Area
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NSF NRT: Social Data Science

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