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• 2021

  Deep learning-based multi-class COVID-19 classification with x-ray images

  Fan, Z., He, S., Ruan, S., Wang, X. & Li, H., 2021, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 1159813. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11598).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deep learning-based protocols to enhance infrared imaging systems

  Falahkheirkhah, K., Yeh, K., Mittal, S., Pfister, L. & Bhargava, R., Oct 15 2021, In: Chemometrics and Intelligent Laboratory Systems. 217, 104390.

  Research output: Contribution to journal › Article › peer-review

• Deep-learning-enabled polarization-sensitive optical coherence tomography (OCT)

  Sun, Y., Wang, J., Shi, J. & Boppart, S. A., 2021, Optical Molecular Probes, Imaging and Drug Delivery, OMP 2021. The Optical Society, OF2E.3. (Optics InfoBase Conference Papers).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deep Learning for Cardiologist-Level Myocardial Infarction Detection in Electrocardiograms

  Gupta, A., Huerta, E., Zhao, Z. & Moussa, I., 2021, 8th European Medical and Biological Engineering Conference - Proceedings of the EMBEC 2020. Jarm, T., Cvetkoska, A., Mahnič-Kalamiza, S. & Miklavcic, D. (eds.). Springer, p. 341-355 15 p. (IFMBE Proceedings; vol. 80).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deep Learning for Mortgage Risk

  Sadhwani, A., Giesecke, K. & Sirignano, J., 2021, In: Journal of Financial Econometrics. 19, 2, p. 313-368 56 p.

  Research output: Contribution to journal › Article › peer-review

• Deep learning for plasticity and thermo-viscoplasticity

  Abueidda, D. W., Koric, S., Sobh, N. A. & Sehitoglu, H., Jan 2021, In: International journal of plasticity. 136, 102852.

  Research output: Contribution to journal › Article › peer-review

• Deep Learning for Visual Data Compression

  Lu, G., Yang, R., Wang, S., Liu, S. & Timofte, R., Oct 17 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 5683-5685 3 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deep Learning on Graphs for Natural Language Processing

  Wu, L., Chen, Y., Ji, H. & Liu, B., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4084-4085 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deep Learning on Graphs for Natural Language Processing

  Wu, L., Chen, Y. & Ji, H., Jul 11 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2651-2653 3 p. 3462809. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deep Learning Sequence Methods in Multiphysics Modeling of Steel Solidification

  Koric, S. & Abueidda, D. W., Mar 17 2021, In: Metals. 11, 3, p. 1-13 13 p., 494.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Deep Learning with Quantized Neural Networks for Gravitational-wave Forecasting of Eccentric Compact Binary Coalescence

  Wei, W., Huerta, E. A., Yun, M., Loutrel, N., Shaikh, M. A., Kumar, P., Haas, R. & Kindratenko, V., Oct 1 2021, In: Astrophysical Journal. 919, 2, 82.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Deeply-supervised density regression for automatic cell counting in microscopy images

  He, S., Minn, K. T., Solnica-Krezel, L., Anastasio, M. A. & Li, H., Feb 2021, In: Medical Image Analysis. 68, 101892.

  Research output: Contribution to journal › Article › peer-review

• Deep Mutational Scanning of Viral Glycoproteins and Their Host Receptors

  Narayanan, K. K. & Procko, E., Apr 9 2021, In: Frontiers in Molecular Biosciences. 8, 636660.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

• DeepPurpose: A Deep Learning Library for Drug-Target Interaction Prediction

  Huang, K., Fu, T., Glass, L. M., Zitnik, M., Xiao, C. & Sun, J., Apr 1 2021, In: Bioinformatics (Oxford, England). 36, 22-23, p. 5545-5547 3 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization

  Messaoud, S., Lourentzou, I., Boughoula, A., Zehni, M., Zhao, Z., Zhai, C. & Schwing, A. G., Jul 11 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1389-1399 11 p. 3462959. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge

  Yang, Z., Nahrstedt, K., Guo, H. & Zhou, Q., 2021, 6th ACM/IEEE Symposium on Edge Computing, SEC 2021. Institute of Electrical and Electronics Engineers Inc., p. 271-284 14 p. (6th ACM/IEEE Symposium on Edge Computing, SEC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deep semi-supervised metric learning via identification of manifold memberships

  Zhuang, F. & Moulin, P., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 1755-1759 5 p.

  Research output: Contribution to journal › Conference article › peer-review

• Defective DP-colorings of sparse multigraphs

  Jing, Y., Kostochka, A., Ma, F., Sittitrai, P. & Xu, J., Mar 2021, In: European Journal of Combinatorics. 93, 103267.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Defective FXR-SHP Regulation in Obesity Aberrantly Increases miR-802 Expression, Promoting Insulin Resistance and Fatty Liver

  Seok, S., Sun, H., Kim, Y-C., Kemper, B. & Kemper, J. K., Mar 1 2021, In: Diabetes. 70, 3, p. 733-744 12 p.

  Research output: Contribution to journal › Article › peer-review

• Deference Done Better

  Dorst, K., Levinstein, B. A., Salow, B., Husic, B. E. & Fitelson, B., Dec 2021, In: Nous-Supplement: Philosophical Perspectives. 35, 1, p. 99-150 52 p.

  Research output: Contribution to journal › Article › peer-review

• Defining and conceptualizing news literacy

  Tully, M., Maksl, A., Ashley, S., Vraga, E. K. & Craft, S., 2021, (Accepted/In press) In: Journalism.

  Research output: Contribution to journal › Article › peer-review

• Defining Nutrient Colocation Typologies for Human-Derived Supply and Crop Demand to Advance Resource Recovery

  Echevarria, D., Trimmer, J. T., Cusick, R. D. & Guest, J. S., Aug 3 2021, In: Environmental Science and Technology. 55, 15, p. 10704-10713 10 p.

  Research output: Contribution to journal › Article › peer-review

• Defining the energetic basis for a conformational switch mediating ligand-independent activation of mutant estrogen receptors in breast cancer

  Mayne, C. G., Toy, W., Carlson, K. E., Bhatt, T., Fanning, S. W., Greene, G. L., Katzenellenbogen, B. S., Chandarlapaty, S., Katzenellenbogen, J. A. & Tajkhorshid, E., Sep 2021, In: Cell Growth and Differentiation. 19, 9, p. 1559-1570 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Defoe and the Problem of the East India Company

  Markley, R., 2021, Robinson Crusoe in Asia. Clark, S. & Yoshihara, Y. (eds.). Singapore: Palgrave, p. 23-46 23 p. (Palgrave Asia-Pacific and Literature in English).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Defoe’s Ecosystems

  Cole, L., 2021, (Accepted/In press) Oxford Handbook to Daniel Defoe. Seager, N. & Downie, A. (eds.). London: Oxford University Press

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Deforestation-induced warming over tropical mountain regions regulated by elevation

  Zeng, Z., Wang, D., Yang, L., Wu, J., Ziegler, A. D., Liu, M., Ciais, P., Searchinger, T. D., Yang, Z. L., Chen, D., Chen, A., Li, L. Z. X., Piao, S., Taylor, D., Cai, X., Pan, M., Peng, L., Lin, P., Gower, D., Feng, Y. & 10 others, Zheng, C., Guan, K., Lian, X., Wang, T., Wang, L., Jeong, S. J., Wei, Z., Sheffield, J., Caylor, K. & Wood, E. F., Jan 2021, In: Nature Geoscience. 14, 1, p. 23-29 7 p.

  Research output: Contribution to journal › Article › peer-review

• Deforestation reshapes land-surface energy-flux partitioning

  Yuan, K., Zhu, Q., Zheng, S., Zhao, L., Chen, M., Riley, W. J., Cai, X., Ma, H., Li, F., Wu, H. & Chen, L., Feb 1 2021, In: Environmental Research Letters. 16, 2, p. 024014 024014.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Deformation behavior of a Co-Cr-Fe-Ni-Mo medium-entropy alloy at extremely low temperatures

  Moon, J., Tabachnikova, E., Shumilin, S., Hryhorova, T., Estrin, Y., Brechtl, J., Liaw, P. K., Wang, W., Dahmen, K. A., Zargaran, A., Bae, J. W., Do, H. S., Lee, B. J. & Kim, H. S., Nov 2021, In: Materials Today. 50, p. 55-68 14 p.

  Research output: Contribution to journal › Article › peer-review

• Defrag and reboot? Consolidating information and communication technology research in I-O psychology

  Hu, X. J., Barber, L. K., Park, Y. & Day, A., Sep 27 2021, In: Industrial and Organizational Psychology. 14, 3, p. 371-396 26 p.

  Research output: Contribution to journal › Review article › peer-review

• Deglacial Kankakee Torrent, source to sink

  Curry, B. B., Kehew, A. E., Antinao, J. L., Esch, J., Huot, S., Caron, O. & Thomason, J. F., Apr 7 2021, Special Paper of the Geological Society of America. Geological Society of America, p. 317-332 16 p. (Special Paper of the Geological Society of America; vol. 548).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• DeGNN: Improving Graph Neural Networks with Graph Decomposition

  Miao, X., Gürel, N. M., Zhang, W., Han, Z., Li, B., Min, W., Rao, S. X., Ren, H., Shan, Y., Shao, Y., Wang, Y., Wu, F., Xue, H., Yang, Y., Zhang, Z., Zhao, Y., Zhang, S., Wang, Y., Cui, B. & Zhang, C., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1223-1233 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• Degradation of complex arabinoxylans by human colonic Bacteroidetes

  Pereira, G. V., Abdel-Hamid, A. M., Dutta, S., D’Alessandro-Gabazza, C. N., Wefers, D., Farris, J. A., Bajaj, S., Wawrzak, Z., Atomi, H., Mackie, R. I., Gabazza, E. C., Shukla, D., Koropatkin, N. M. & Cann, I., Dec 2021, In: Nature communications. 12, 1, 459.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Degradation Products of Complex Arabinoxylans by Bacteroides intestinalis Enhance the Host Immune Response

  Yasuma, T., Toda, M., Abdel-Hamid, A. M., D’alessandro-Gabazza, C., Kobayashi, T., Nishihama, K., D’alessandro, V. F., Pereira, G. V., Mackie, R. I., Gabazza, E. C. & Cann, I., Jun 2021, In: Microorganisms. 9, 6, 1126.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• De las copulativas identificativas a las justificativas con es que

  Translated title of the contribution: From equative sentences to justificational clauses with es queSaldanya, M. P. & Hualde, J. I., 2021, In: Revista de Filologia Espanola. 101, 2, p. 421-448 28 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Delay sensitivity-driven congestion mitigation for HPC systems

  Patke, A., Jha, S., Qiu, H., Brandt, J., Gentile, A., Greenseid, J., Kalbarczyk, Z. T. & Iyer, R. K., Jun 3 2021, ICS 2021 - Proceedings of the 2021 ACM International Conference on Supercomputing. Association for Computing Machinery, p. 342-353 12 p. (Proceedings of the International Conference on Supercomputing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• Deletion of Intestinal SHP Impairs Short-term Response to Cholic Acid Challenge in Male Mice

  Nguyen, J. T., Riessen, R., Zhang, T., Kieffer, C. & Anakk, S., Aug 2021, In: Endocrinology (United States). 162, 8, bqab063.

  Research output: Contribution to journal › Article › peer-review

• Delineating Conservation Areas for Cohabiting Species: An Example of Vernal Pond Conservation From Fort Stewart in Georgia, United States

  Wang, Y., Önal, H. & Dissanayake, S. T. M., Sep 6 2021, In: Frontiers in Ecology and Evolution. 9, 702831.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Delving into the Uncharted Terrains of Sex in Tourism: Conclusions and Ways Forward

  Carr, N. & Berdychevsky, L., Jan 1 2021, Sex in Tourism: Exploring the Light and the Dark. Channel View Publications, p. 264-280 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Delving into the uncharted terrains of sex in tourism: Conclusions and ways forward

  Carr, N. & Berdychevsky, L., 2021, Sex in tourism: Exploring the light and the dark. Carr, N. & Berdychevsky, L. (eds.). Bristol, UK: Channel View Publications, p. 264-280 (Aspects of Tourism; vol. 93).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Demand estimation of mass-gathering healthcare in developing countries: The case of Kumbh Mela in India

  Zhao, T., Ye, H., Mukherjee, U. K. & Chhajed, D., Dec 2021, In: Naval Research Logistics. 68, 8, p. 995-1017 23 p.

  Research output: Contribution to journal › Article › peer-review

• Democracy Lives in Darkness: How and Why People Keep Their Politics a Secret

  Van Duyn, E., Oct 8 2021, Oxford University Press. 284 p. (Journalism and Political Communication Unbound)

  Research output: Book/Report/Conference proceeding › Book

• Demo-economic Modeling: Review and Prospects

  Batey, P. W. J. & Hewings, G. J. D., May 2021, In: International Regional Science Review. 44, 3-4, p. 328-362 35 p.

  Research output: Contribution to journal › Article › peer-review

• Demographic, husbandry, and biosecurity factors associated with the presence of campylobacter spp. In small poultry flocks in Ontario, Canada

  Schweitzer, P. M., Susta, L., Varga, C., Brash, M. L. & Guerin, M. T., Nov 2021, In: Pathogens. 10, 11, 1471.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Demographic Characteristics and Husbandry and Biosecurity Practices of Small Poultry Flocks in Ontario, Canada

  Brochu, N. M., Guerin, M. T., Varga, C., Lillie, B. N., Brash, M. L. & Susta, L., Jun 2021, In: Avian Diseases. 65, 2, p. 287-294 8 p.

  Research output: Contribution to journal › Article › peer-review

• Demographic Rate Variability of Bighead and Silver Carps along an Invasion Gradient

  Erickson, R. A., Kallis, J. L., Coulter, A. A., Coulter, D. P., MacNamara, R., Lamer, J. T., Bouska, W. W., Irons, K. S., Solomon, L. E., Stump, A. J., Weber, M. J., Brey, M. K., Sullivan, C. J., Sass, G. G., Garvey, J. E., Glover, D. C., Erickson, R. A., Brey, M. K., Kallis, J. L., Coulter, A. A. & 12 others, Coulter, D. P., Garvey, J. E., MacNamara, R., Lamer, J. T., Solomon, L. E., Bouska, W. W., Irons, K. S., Stump, A. J., Weber, M. J., Sullivan, C. J., Sass, G. G. & Glover, D. C., Dec 2021, In: Journal of Fish and Wildlife Management. 12, 2, p. 338-353 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Demonstration of a consistent relationship between dual-frequency reflectivity and the mass-weighted mean diameter in measurements of frozen precipitation from gcpex, olympex, and mc3e

  Duffy, G., McFarquhar, G., Stephen, S. W. & Bennartz, R., Aug 2021, In: Journal of the Atmospheric Sciences. 78, 8, p. 2533-2547 15 p.

  Research output: Contribution to journal › Article › peer-review

• Demonstration of a Mercury Trapped Ion Clock Prototype

  Hoang, T. M., Chung, S. K., Le, T., Prestage, J. D., Yi, L., Tjoelker, R. L., Yu, N., Park, S., Park, S. J., Eden, J. G. & Holland, C., 2021, 2021 Joint Conference of the European Frequency and Time Forum and IEEE International Frequency Control Symposium, EFTF/IFCS 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 Joint Conference of the European Frequency and Time Forum and IEEE International Frequency Control Symposium, EFTF/IFCS 2021 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Demonstration of dealer: An end-to-end model marketplace with differential privacy

  Lin, Q., Zhang, J., Liu, J., Ren, K., Lou, J., Liu, J., Xiong, L., Pei, J. & Sun, J., 2021, In: Proceedings of the VLDB Endowment. 14, 12, p. 2747-2750 4 p.

  Research output: Contribution to journal › Conference article › peer-review

• Demystifying asynchronous I/O Interference in HPC applications

  Tseng, S. M., Nicolae, B., Cappello, F. & Chandramowlishwaran, A., Jul 2021, In: International Journal of High Performance Computing Applications. 35, 4, p. 391-412 22 p.

  Research output: Contribution to journal › Article › peer-review

• Dense Robotic Packing of Irregular and Novel 3-D Objects

  Wang, F. & Hauser, K., 2021, (Accepted/In press) In: IEEE Transactions on Robotics. 38, 2, p. 1160-1173 14 p.

  Research output: Contribution to journal › Article › peer-review