Clinical Investigations and Precision Therapeutics Program, CINJ

Research Output

Filter
Conference contribution
2019

3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network

Yang, D., Liu, B., Axel, L. & Metaxas, D., Jan 1 2019, Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Li, S., Mansi, T., McLeod, K., Pop, M., Zhao, J., Sermesant, M., Young, A. & Rhode, K. (eds.). Springer Verlag, p. 181-190 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11395 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A computational imaging approach for resolution enhancement in fiber bundle endomicroscopy

Dumas, J. P., Lodhi, M. A., Taki, B. A., Bajwa, W. U. & Pierce, M. C., Jan 1 2019, Endoscopic Microscopy XIV. Tearney, G. J., Suter, M. J. & Wang, T. D. (eds.). SPIE, 1085416. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10854).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adatransform: Adaptive data transformation

Tang, Z., Peng, X., Li, T., Zhu, Y. & Metaxas, DI., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 2998-3006 9 p. 9010842. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Addressing data resiliency for staging based scientific workflows

Duan, S., Subedi, P., Davis, P. E. & Parashar, M., Nov 17 2019, Proceedings of SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a87. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An edge-based framework for enabling data-driven pipelines for IoT systems

Renart, E. G., Balouek-Thomert, D. & Parashar, M., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 885-894 10 p. 8778344. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain Segmentation from k-Space with End-to-End Recurrent Attention Network

Huang, Q., Chen, X., Metaxas, D. & Nadar, M. S., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 275-283 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11766 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation

Tan, C., Yan, Z., Zhang, S., Li, K. & Metaxas, D. N., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 282-290 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11765 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Context-refined neural cell instance segmentation

Yi, J., Wu, P., Huang, Q., Qu, H., Hoeppner, D. J. & Metaxas, D. N., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1028-1032 5 p. 8759204. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Deep attentive feature learning for histopathology image classification

Wu, P., Qu, H., Yi, J., Huang, Q., Chen, C. & Metaxas, D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1865-1868 4 p. 8759267. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed operator placement for IoT data analytics across edge and cloud resources

Gibert Renart, E., Da Silva Veith, A., Balouek-Thomert, D., De Assuncao, M. D., Lefevre, L. & Parashar, M., May 2019, Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019. Institute of Electrical and Electronics Engineers Inc., p. 459-468 10 p. 8752924. (Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Effective 3D humerus and scapula extraction using low-contrast and high-shape-variability MR data

He, X., Tan, C., Qiao, Y., Tan, V., Metaxas, D. & Li, K., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109530O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Eigen: Ecologically-inspired genetic approach for neural network structure searching from scratch

Ren, J., Li, Z., Yang, J., Xu, N., Yang, T. & Foran, D. J., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 9051-9060 10 p. 8954290. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ensemble-based network edge processing

Petri, I., Zamani, A. R., Balouek-Thomert, D., Rana, O., Rezgui, Y. & Parashar, M., Jan 4 2019, Proceedings - 11th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2018. Spillner, J. & Sill, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 133-142 10 p. 8603160. (Proceedings - 11th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Exploiting visual and report-based information for chest x-ray analysis by jointly learning visual classifiers and topic models

Daniels, Z. A. & Metaxas, D. N., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1270-1274 5 p. 8759548. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Exploring Power Budget Scheduling Opportunities and Tradeoffs for AMR-Based Applications

Qin, Y., Rodero, I., Subedi, P., Parashar, M. & Rigo, S., Feb 20 2019, Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018. Institute of Electrical and Electronics Engineers Inc., p. 57-64 8 p. 8645941. (Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast and Communication-efficient Distributed Pca

Gang, A., Raja, H. & Bajwa, W. U., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7450-7454 5 p. 8683095. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

FR-Net: Joint Reconstruction and Segmentation in Compressed Sensing Cardiac MRI

Huang, Q., Yang, D., Yi, J., Axel, L. & Metaxas, D., Jan 1 2019, Functional Imaging and Modeling of the Heart - 10th International Conference, FIMH 2019, Proceedings. Ozenne, V., Vigmond, E., Coudière, Y. & Zemzemi, N. (eds.). Springer Verlag, p. 352-360 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11504 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Fully automatic segmentation of short-axis cardiac MRI using modified deep layer aggregation

Li, Z., Lou, Y., Yan, Z., Alraref, S., Min, J. K., Axel, L. & Metaxas, D. N., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 793-797 5 p. 8759516. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Heuristic search for homology localization problem and its application in cardiac trabeculae reconstruction

Zhang, X., Wu, P., Yuan, C., Wang, Y., Metaxas, D. & Chen, C., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 1312-1318 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Improving nuclei/gland instance segmentation in histopathology images by full resolution neural network and spatial constrained loss

Qu, H., Yan, Z., Riedlinger, G. M., De, S. & Metaxas, D. N., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 378-386 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Instance segmentation of neural cells

Yi, J., Wu, P., Jiang, M., Hoeppner, D. J. & Metaxas, D. N., Jan 1 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, p. 395-402 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Joint segmentation and fine-grained classification of nuclei in histopathology images

Qu, H., Riedlinger, G., Wu, P., Huang, Q., Yi, J., De, S. & Metaxas, D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 900-904 5 p. 8759457. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Leveraging Machine Learning for Anticipatory Data Delivery in Extreme Scale In-situ Workflows

Subedi, P., Davis, P. E. & Parashar, M., Sep 2019, Proceedings - 2019 IEEE International Conference on Cluster Computing, CLUSTER 2019. Institute of Electrical and Electronics Engineers Inc., 8891003. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Linguistically-driven framework for computationally efficient and scalable sign recognition

Metaxas, D., Dilsizian, M. & Neidle, C., Jan 1 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1711-1718 8 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

MRI reconstruction via cascaded channel-wise attention network

Huang, Q., Yang, D., Wu, P., Qu, H., Yi, J. & Metaxas, D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1622-1626 5 p. 8759423. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Multi-scale cell instance segmentation with keypoint graph based bounding boxes

Yi, J., Wu, P., Huang, Q., Qu, H., Liu, B., Hoeppner, D. J. & Metaxas, D. N., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 369-377 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Online neural cell tracking using blob-seed segmentation and optical flow

Yi, J., Wu, P., Huang, Q., Qu, H., Hoeppner, D. J. & Metaxas, DI. N., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 1057-1064 8 p. 9025562. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimizing performance and computing resource management of in-memory big data analytics with disaggregated persistent memory

Chen, S., Wang, W., Wu, X., Fan, Z., Huang, K., Zhuang, P., Li, Y., Rodero, I., Parashar, M. & Weng, D., May 2019, Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019. Institute of Electrical and Electronics Engineers Inc., p. 21-30 10 p. 8752799. (Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

PAC Learning from Distributed Data in the Presence of Malicious Nodes

Yang, Z. & Bajwa, W. U., Dec 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 186-190 5 p. 9022672. (2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Runtime Management of Data Quality for Scientific Observatories Using Edge and In-Transit Resources

Zamani, A. R., Balouek-Thomert, D., Villalobos, J. J., Rodero, I. & Parashar, M., Feb 20 2019, Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018. Institute of Electrical and Electronics Engineers Inc., p. 274-281 8 p. 8645940. (Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Sample Complexity Bounds for Low-Separation-Rank Dictionary Learning

Ghassemi, M., Shakeri, Z., Bajwa, W. U. & Sarwate, A. D., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2294-2298 5 p. 8849698. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Scaling Deep Learning for Cancer with Advanced Workflow Storage Integration

Wozniak, J. M., Davis, P. E., Shu, T., Ozik, J., Collier, N., Parashar, M., Foster, I., Brettin, T. & Stevens, R., Feb 8 2019, Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 114-123 10 p. 8638629. (Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Self-attention generative adversarial networks

Zhang, H., Goodfellow, I., Metaxas, D. & Odena, A., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 12744-12753 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Scopus citations

Self-attention generative adversarial networks

Zhang, H., Goodfellow, I., Metaxas, D. & Odena, A., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 12744-12753 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantic graph convolutional networks for 3D human pose regression

Zhao, L., Peng, X., Tian, Y., Kapadia, M. & Metaxas, DI. N., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 3420-3430 11 p. 8953193. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Sharpen focus: Learning with attention separability and consistency

Wang, L., Wu, Z., Karanam, S., Peng, K. C., Singh, R. V., Liu, B. & Metaxas, DI., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 512-521 10 p. 9011002. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Short-wave infrared spatial frequency domain imaging for non-invasive quantification of tissue water content

Sahyoun, C. C., Dumas, J. P., Zhao, Y., Applegate, M. B., Roblyer, D. M. & Pierce, M., Jan 1 2019, Optical Tomography and Spectroscopy of Tissue XIII. Fantini, S. & Taroni, P. (eds.). SPIE, 108740O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10874).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stacker: An autonomic data movement engine for extreme-scale data staging-based in-situ workflows

Subedi, P., Davis, P., Duan, S., Klasky, S., Kolla, H. & Parashar, M., Mar 11 2019, Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018. Institute of Electrical and Electronics Engineers Inc., p. 920-930 11 p. 8665795. (Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Taming the noisy gradient: Train deep neural networks with small batch sizes

Zhang, Y., Qu, H., Chen, C. & Metaxas, D., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 4348-4354 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Towards a smart, internet-scale cache service for data intensive scientific applications

Qin, Y., Simonet, A., Davis, P. E., Nouri, A., Wang, Z., Parashar, M. & Rodero, I., Jun 17 2019, ScienceCloud 2019 - Proceedings of the 10th Workshop on Scientific Cloud Computing, co-located with HPDC 2019. Association for Computing Machinery, Inc, p. 11-18 8 p. (ScienceCloud 2019 - Proceedings of the 10th Workshop on Scientific Cloud Computing, co-located with HPDC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Two-Stage Framework for Big Spatial Data Analytics to Support Disaster Response

Hu, X., Gong, J., Renard, E. G. & Parashar, M., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5409-5418 10 p. 9005613. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using resource use data and system logs for hpc system error propagation and recovery diagnosis

Chuah, E., Jhumka, A., Alt, S., Villalobos, J. J., Fryman, J., Barth, W. & Parashar, M., Dec 2019, Proceedings - 2019 IEEE Intl Conf on Parallel and Distributed Processing with Applications, Big Data and Cloud Computing, Sustainable Computing and Communications, Social Computing and Networking, ISPA/BDCloud/SustainCom/SocialCom 2019. Institute of Electrical and Electronics Engineers Inc., p. 458-467 10 p. 9047253. (Proceedings - 2019 IEEE Intl Conf on Parallel and Distributed Processing with Applications, Big Data and Cloud Computing, Sustainable Computing and Communications, Social Computing and Networking, ISPA/BDCloud/SustainCom/SocialCom 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

A compressed sensing approach for resolution improvement in fiber-bundle based endomicroscopy

Dumas, J. P., Lodhi, M. A., Bajwa, W. U. Z. & Pierce, M., Jan 1 2018, Endoscopic Microscopy XIII. Suter, M. J., Tearney, G. J. & Wang, T. D. (eds.). SPIE, 1047012. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10470).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

A view from ORNL: Scientific data research opportunities in the big data age

Klasky, S., Wolf, M., Ainsworth, M., Atkins, C., Choi, J., Eisenhauer, G., Geveci, B., Godoy, W., Kim, M., Kress, J., Kurc, T., Liu, Q., Logan, J., Maccabe, A. B., Mehta, K., Ostrouchov, G., Parashar, M., Podhorszki, N., Pugmire, D., Suchyta, E. & 2 others, Wan, L. & Wang, R., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1357-1368 12 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

BYRDIE: A BYZANTINE-RESILIENT DISTRIBUTED LEARNING ALGORITHM

Yang, Z. & Bajwa, W. U., Aug 17 2018, 2018 IEEE Data Science Workshop, DSW 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 21-25 5 p. 8439115. (2018 IEEE Data Science Workshop, DSW 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Correlation-Based ultrahigh-dimensional variable screening

Ahmed, T. & Bajwa, W. U., Mar 9 2018, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Coupling exascale multiphysics applications: Methods and lessons learned

Choi, J. Y., Chang, C. S., Dominski, J., Klasky, S., Merlo, G., Suchyta, E., Ainsworth, M., Allen, B., Cappello, F., Churchill, M., Davis, P., Di, S., Eisenhauer, G., Ethier, S., Foster, I., Geveci, B., Guo, H., Huck, K., Jenko, F., Kim, M. & 17 others, Kress, J., Ku, S. H., Liu, Q., Logan, J., Malony, A., Mehta, K., Moreland, K., Munson, T., Parashar, M., Peterka, T., Podhorszki, N., Pugmire, D., Tugluk, O., Wang, R., Whitney, B., Wolf, M. & Wood, C., Dec 24 2018, Proceedings - IEEE 14th International Conference on eScience, e-Science 2018. Institute of Electrical and Electronics Engineers Inc., p. 442-452 11 p. 8588752. (Proceedings - IEEE 14th International Conference on eScience, e-Science 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

CR-GAN: Learning complete representations for multi-view generation

Tian, Y., Peng, X., Zhao, L., Zhang, S. & Metaxas, D. N., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 942-948 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
17 Scopus citations

Data management, in-situ workflows and extreme scales

Parashar, M., Jun 12 2018, Proceedings of the 8th International Workshop on Runtime and Operating Systems for Supercomputers, ROSS 2018 - In conjunction with HPDC 2018. Association for Computing Machinery, Inc, 3217190. (Proceedings of the 8th International Workshop on Runtime and Operating Systems for Supercomputers, ROSS 2018 - In conjunction with HPDC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation

Tan, C., Zhao, L., Yan, Z., Li, K., Metaxas, D. & Zhan, Y., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1221-1224 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations