Volume 19; Issue S18

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BMC Bioinformatics
Volume 19; Issue S18

BMC Bioinformatics

Volume 19; Issue S18

1

Sparse coding of pathology slides compared to transfer learning with deep neural networks

Fischer, Will, Moudgalya, Sanketh S., Cohn, Judith D., Nguyen, Nga T. T., Kenyon, Garrett T.

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 10.04 MB

english, 2018

2

Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks

Sanaullah, Ahmed, Yang, Chen, Alexeev, Yuri, Yoshii, Kazutomo, Herbordt, Martin C.

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 3.16 MB

english, 2018

3

Scalable deep text comprehension for Cancer surveillance on high-performance computing

Qiu, John X., Yoon, Hong-Jun, Srivastava, Kshitij, Watson, Thomas P., Blair Christian, J., Ramanathan, Arvind, Wu, Xiao C., Fearn, Paul A., Tourassi, Georgia D.

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 1.59 MB

english, 2018

4

Deep clustering of protein folding simulations

Bhowmik, Debsindhu, Gao, Shang, Young, Michael T., Ramanathan, Arvind

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 2.60 MB

english, 2018

5

CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research

Wozniak, Justin M., Jain, Rajeev, Balaprakash, Prasanna, Ozik, Jonathan, Collier, Nicholson T., Bauer, John, Xia, Fangfang, Brettin, Thomas, Stevens, Rick, Mohd-Yusof, Jamaludin, Cardona, Cristina Gar

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 1.60 MB

english, 2018

6

Predicting tumor cell line response to drug pairs with deep learning

Xia, Fangfang, Shukla, Maulik, Brettin, Thomas, Garcia-Cardona, Cristina, Cohn, Judith, Allen, Jonathan E., Maslov, Sergei, Holbeck, Susan L., Doroshow, James H., Evrard, Yvonne A., Stahlberg, Eric A.

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 2.35 MB

english, 2018

7

Computational approaches for Cancer 2017 workshop overview

Chandrasekaran, Sunita, Stahlberg, Eric

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 175 KB

english, 2018

8

CAT: computer aided triage improving upon the Bayes risk through ε-refusal triage rules

Hengartner, Nicolas, Cuellar, Leticia, Wu, Xiao-Cheng, Tourassi, Georgia, Qiu, John, Christian, Blair, Bhattacharya, Tanmoy

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 1.17 MB

english, 2018