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• 2021

  Predicting Prolonged Hospitalization and Supplemental Oxygenation in Patients with COVID-19 Infection from Ambulatory Chest Radiographs using Deep Learning

  Pyrros, A., Flanders, A. E., Rodríguez-Fernández, J. M., Chen, A., Cole, P., Wenzke, D., Hart, E., Harford, S., Horowitz, J., Nikolaidis, P., Muzaffar, N., Boddipalli, V., Nebhrajani, J., Siddiqui, N., Willis, M., Darabi, H., Koyejo, O. & Galanter, W., Aug 2021, In: Academic Radiology. 28, 8, p. 1151-1158 8 p.

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

• Predicting rain garden performance under back-to-back rainfall conditions using stochastic life-cycle analysis

  William, R., Gardoni, P. & Stillwell, A. S., 2021, In: Sustainable and Resilient Infrastructure. 6, 3-4, p. 143-155 13 p.

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

• Predicting TCR-Epitope Binding Specificity Using Deep Metric Learning and Multimodal Learning

  Luu, A. M., Leistico, J. R., Miller, T., Kim, S. & Song, J. S., Apr 2021, In: Genes. 12, 4, p. NA 572.

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

  Open Access

• Predicting the characteristics of defect transitions on curved surfaces

  Agarwal, S. & Hilgenfeldt, S., Apr 21 2021, In: Soft Matter. 17, 15, p. 4059-4068 10 p.

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

• Predicting the individualized risk of poor adherence to ART medication among adolescents living with HIV in Uganda: the Suubi+Adherence study

  Brathwaite, R., Ssewamala, F. M., Neilands, T. B., Okumu, M., Mutumba, M., Damulira, C., Nabunya, P., Kizito, S., Sensoy Bahar, O., Mellins, C. A. & McKay, M. M., Jun 2021, In: Journal of the International AIDS Society. 24, 6, e25756.

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

  Open Access

• Predicting the long-term social and ecological impacts of tree-planting programs: Evidence from northern India

  Rana, P. & Miller, D. C., Apr 2021, In: World Development. 140, 105367.

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

  Open Access

• Predicting the Potency of Anti-Alzheimer’s Drug Combinations Using Machine Learning

  Anastasio, T. J., Feb 2021, In: Processes. 9, 2, p. 1-17 17 p., 264.

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

  Open Access

• Predicting transformations during reactive flash sintering in CuO and Mn₂O₃

  Murray, S. E., Lin, Y. Y., Sulekar, S. S., Gebre, M. S., Perry, N. H. & Shoemaker, D. P., Jan 2021, In: Journal of the American Ceramic Society. 104, 1, p. 76-85 10 p.

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

• Prediction of flexible pavement 3-D finite element responses using Bayesian neural networks

  Okte, E. & Al-Qadi, I. L., 2021, (Accepted/In press) In: International Journal of Pavement Engineering.

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

• Prediction of nitrate and phosphorus concentrations using machine learning algorithms in watersheds with different landuse

  Bhattarai, A., Dhakal, S., Gautam, Y. & Bhattarai, R., Nov 3 2021, In: Water. 13, 21, 3096.

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

  Open Access

• Prediction of shock standoff distance with modified rotational relaxation time of air mixture

  Jo, S. M., Panesi, M. & Kim, J. G., Apr 1 2021, In: Physics of fluids. 33, 4, 047102.

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

• Prediction of short-term antidepressant response using probabilistic graphical models with replication across multiple drugs and treatment settings

  Athreya, A. P., Brückl, T., Binder, E. B., John Rush, A., Biernacka, J., Frye, M. A., Neavin, D., Skime, M., Monrad, D., Iyer, R. K., Mayes, T., Trivedi, M., Carter, R. E., Wang, L., Weinshilboum, R. M., Croarkin, P. E. & Bobo, W. V., Jun 2021, In: Neuropsychopharmacology. 46, 7, p. 1272-1282 11 p.

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

  Open Access

• Prediction of soft proton intensities in the near-earth space using machine learning

  Kronberg, E. A., Hannan, T., Huthmacher, J., Münzer, M., Peste, F., Zhou, Z., Berrendorf, M., Faerman, E., Gastaldello, F., Ghizzardi, S., Escoubet, P., Haaland, S., Smirnov, A., Sivadas, N., Allen, R. C., Tiengo, A. & Ilie, R., Nov 1 2021, In: Astrophysical Journal. 921, 1, 76.

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

  Open Access

• Predictive model for fatigue life in parallel-wire stay cables considering corrosion variability

  Xu, H., Bai, N., Lan, C., Li, H. & Spencer, B. F., 2021, (Accepted/In press) In: Structure and Infrastructure Engineering.

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

• Predictive Modeling of pH in an Aquaponics System Using Bayesian and Non-Bayesian Linear Regression to Inform System Maintenance

  Mori, J., Erickson, K. & Smith, R. L., Aug 16 2021, In: ACS Agricultural Science and Technology. 1, 4, p. 400-406 7 p.

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

• Predictors of Injury to Youth Associated with Physical Restraint in Residential Mental Health Treatment Centers

  Bystrynski, J., Braun, M. T., Corr, C., Miller, D. & O’Grady, C., Jun 2021, In: Child and Youth Care Forum. 50, 3, p. 511-526 16 p.

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

• Predictors of Water Lead Levels in Drinking Water of Homes With Domestic Wells in 3 Illinois Counties

  Geiger, S. D., Bressler, J., Kelly, W., Jacobs, D. E., Awadalla, S. S., Hagston, B., Onwuta, U., Panier, C. & Dorevitch, S., Nov 1 2021, In: Journal of public health management and practice : JPHMP. 27, 6, p. 567-576 10 p.

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

• Preface

  Mohtar, C. E., Kulesza, S., Baser, T. & Venezia, M. D., 2021, In: Geotechnical Special Publication. 2021-May, GSP 323, p. iii

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

  Open Access

• Preface

  Lavalle, S., Lin, M., Ojala, T., Shell, D. A. & Yu, J., 2021, In: Springer Proceedings in Advanced Robotics. 17, p. vii-ix

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

• Preface

  Xie, T., Qin, S. & Zhang, W., Dec 2021, In: Journal of Computer Science and Technology. 36, 6, p. 1229-1230 2 p.

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

  Open Access

• Preface

  Dougherty, D., Meseguer, J., Mödersheim, S. A. & Rowe, P., 2021, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 13066 LNCS, p. v-viii

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

• Preface

  Borisov, N. & Diaz, C., 2021, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12674 LNCS, p. v-vi

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

• Preface

  Konigsberg, L. W., Aug 2021, In: American journal of physical anthropology. 175, S72, p. 3 1 p.

  Research output: Contribution to journal › Comment/debate › peer-review

• Preface: special issue on resilient energy systems

  Wang, P. & Liao, H., 2021, In: Sustainable and Resilient Infrastructure. 6, 1-2, p. 1-3 3 p.

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

• Preface

  Burton, A. M. & Fortado, S. L., 2021, Histories of a Radical Book: E. P. Thompson and The Making of the English Working Class. Burton, A. & Fortado, S. (eds.). Berghahn Books, p. vii-xii

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

• Preface

  Bayat, A. & Herrera, L., Feb 23 2021, Global Middle East: Into the Twenty-First Century. University of California Press, p. xi-xii

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

• Preface

  Alladi, K., Berndt, B. C., Paule, P., Sellers, J. A. & Yee, A. J., 2021, In: Trends in Mathematics. p. v-vi

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

• Preface

  Bojańczyk, M. & Chekuri, C., Dec 1 2021, In: Leibniz International Proceedings in Informatics, LIPIcs. 213

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

• Preface

  Carbone, A. & El-Kebir, M., Jul 1 2021, In: Leibniz International Proceedings in Informatics, LIPIcs. 201, p. VII-VIII

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

• Preface

  Mohtar, C. E., Kulesza, S., Baser, T. & Venezia, M. D., 2021, In: Geotechnical Special Publication. 2021-May, GSP 325, p. iii

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

  Open Access

• Preface

  Borisov, N. & Diaz, C., 2021, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12675 LNCS, p. v-vi

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

• Preface: Special issue on emerging frontiers in automated inspection, sensing and control for civil infrastructure

  Fujino, Y., Gattulli, V., Li, H. & Spencer, B. F., Feb 2021, In: Smart Structures and Systems. 27, 2, p. I-IV

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

• Preface

  Garimella, A., Karhade, P., Kathuria, A., Liu, X., Xu, J. & Zhao, K., 2021, In: Lecture Notes in Business Information Processing. 418, p. v

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

• Preface: DISCO2021 - Digital infrastructures for scholarly content objects at JCDL2021

  Balke, W. T., de Waard, A., Fu, Y., Hua, B., Schneider, J., Song, N., Wang, X., Aizawa, A., Allen, B., Auer, S., Bölling, C., Boudin, F., Burns, G., Chan, J., Clark, T., D'Souza, J., Fox, E., Green, N., Kroll, H., Oelen, A. & 3 others, Rando, H., Stoeger, T. & Stocker, M., 2021, In: CEUR Workshop Proceedings. 2976

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

• Preface

  Lane, H. C., Zvacek, S. & Uhomoibhi, J., 2021, In: Communications in Computer and Information Science. 1473 CCIS, p. v

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

• Preface

  Wang, G., Ciptadi, A. & Ahmadzadeh, A., 2021, In: Communications in Computer and Information Science. 1482 CCIS, p. v

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

• Preface

  Mohtar, C. E., Kulesza, S., Baser, T. & Venezia, M. D., 2021, In: Geotechnical Special Publication. 2021-May, GSP 326, p. iii

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

  Open Access

• Preface

  Shin, C. S., Di Bucchianico, G., Fukuda, S., Ghim, Y. G., Montagna, G. & Carvalho, C., 2021, In: Lecture Notes in Networks and Systems. 260, p. vii-xi

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

• Preface

  Bauckhage, C., Gall, J. & Schwing, A., 2021, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 13024 LNCS, p. v-vi

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

• Preface

  Armstrong, G. & Macdonald, J. E., 2021, Unraveling the complexity of SE. Armstrong, G. & MacDonald, J. E. (eds.). Springer, p. vii-viii

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

• Preference for prior probabilities of positions under incongruent visual information.

  Sampaio, C. & Wang, R. F., 2021, (Accepted/In press) In: Journal of Experimental Psychology: Learning Memory and Cognition.

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

• Preferences for traditional and formal sector justice institutions to address land disputes in rural Mali

  Winters, M. S. & Conroy-Krutz, J., Jun 2021, In: World Development. 142, 105452.

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

• Prehydrodynamic evolution and its signatures in final-state heavy-ion observables

  ExTrEMe Collaboration, May 2021, In: Physical Review C. 103, 5, 054906.

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

• Preliminary design of control rods in the single-fluid double-zone thorium molten salt reactor (SD-TMSR)

  Ashraf, O., Rykhlevskii, A., Tikhomirov, G. V. & Huff, K. D., Mar 2021, In: Annals of Nuclear Energy. 152, 108035.

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

• Preliminary Outcomes of an Older Peer and Clinician co-Facilitated Pain Rehabilitation Intervention among Adults Aged 50 Years and Older with Comorbid Chronic Pain and Mental Health Conditions

  Brooks, J. M., Umucu, E., Storm, M., Chiu, C., Wu, J. R. & Fortuna, K. L., Jun 2021, In: Psychiatric Quarterly. 92, 2, p. 561-571 11 p.

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

• Preliminary Study of Cave Sample Storage Conditions on Fungal Community Diversity

  Raudabaugh, D. B., Rivera, N. A., Anchor, G. C., Bach, E., Miller, A. N. & Mateus-Pinilla, N. E., May 2021, In: Diversity. 13, 5, 188.

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

  Open Access

• Prenatal auditory learning in avian vocal learners and non-learners

  Colombelli-Négrel, D., Hauber, M. E., Evans, C., Katsis, A. C., Brouwer, L., Adreani, N. M. & Kleindorfer, S., Oct 25 2021, In: Philosophical Transactions of the Royal Society B: Biological Sciences. 376, 1836, 20200247.

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

  Open Access

• Prenatal exposure to a mixture of different phthalates increases the risk of mammary carcinogenesis in F1 female offspring

  de Freitas, T., Zapaterini, J. R., Moreira, C. M., de Aquino, A. M., Alonso-Costa, L. G., Bidinotto, L. T., Kass, L., Flaws, J. A., Scarano, W. R. & Barbisan, L. F., Oct 2021, In: Food and Chemical Toxicology. 156, 112519.

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

• Prenatal exposure to an environmentally relevant phthalate mixture alters ovarian steroidogenesis and folliculogenesis in the F1 generation of adult female mice

  Gill, S., Brehm, E., Leon, K., Chiu, J., Meling, D. D. & Flaws, J. A., Dec 2021, In: Reproductive Toxicology. 106, p. 25-31 7 p.

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

• Prenatal stress-induced disruptions in microbial and host tryptophan metabolism and transport

  Galley, J. D., Chen, H. J., Antonson, A. M. & Gur, T. L., Sep 24 2021, In: Behavioural Brain Research. 414, 113471.

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