Publications
This section contains publications published by ISI over the past several decades.
2022
Predicted gene expression in ancestrally diverse populations leads to discovery of susceptibility loci for lifestyle and cardiometabolic traits
Heather M Highland, Genevieve L Wojcik, Mariaelisa Graff, Katherine K Nishimura, Chani J Hodonsky, Antoine R Baldassari, Alanna C Cote, Iona Cheng, Christopher R Gignoux, Ran Tao, Yuqing Li, Eric Boerwinkle, Myriam Fornage, Jeffrey Haessler, Lucia A Hindorff, Yao Hu, Anne E Justice, Bridget M Lin, Danyu Lin, Daniel O Stram, Christopher A Haiman, Charles Kooperberg, Loic Le Marchand, Tara C Matise, Eimear E Kenny, Christopher S Carlson, Eli A Stahl, Christy L Avery, Kari E North, Jose Luis Ambite, Steven Buyske, Ruth J Loos, Ulrike Peters, Kristin L Young, Stephanie A Bien, Laura M Huckins
The American Journal of Human Genetics 109 (4), 669-679, 2022
Federated named entity recognition
Joel Mathew, Dimitris Stripelis, José Luis Ambite
arXiv preprint arXiv:2203.15101, 2022
Selecting clustering algorithms for identity-by-descent mapping
Ruhollah Shemirani, Gillian M Belbin, Keith Burghardt, Kristina Lerman, Christy L Avery, Eimear E Kenny, Christopher R Gignoux, José Luis Ambite
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2023: Kohala Coast, Hawaii, USA, 3–7 …, 2022
Alzheimer’s Disease Detection with a 3D Convolutional Neural Network using Gray Matter Maps from T1‐weighted Brain MRI
Nikhil J Dhinagar, Sophia I Thomopoulos, Conor Owens‐Walton, Dimitris Stripelis, Jose Luis Ambite, Greg Ver Steeg, Paul M Thompson
Alzheimer's & Dementia 18, e066446, 2022
Towards sparsified federated neuroimaging models via weight pruning
Dimitris Stripelis, Umang Gupta, Nikhil Dhinagar, Greg Ver Steeg, Paul M Thompson, José Luis Ambite
International Workshop on Distributed, Collaborative, and Federated Learning …, 2022
Diagnostic accuracy of an artificial intelligence online engine in migraine: A multi‐center study
Robert P Cowan, Alan M Rapoport, Jim Blythe, John Rothrock, Kerry Knievel, Addie M Peretz, Elizabeth Ekpo, Bharati M Sanjanwala, Yohannes W Woldeamanuel
Headache: The Journal of Head and Face Pain 62 (7), 870-882, 2022
Findings of the IWSLT 2022 Evaluation Campaign.
Antonios Anastasopoulos, Loc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondřej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vĕra Kloudová, Surafel Lakew, Ma Xutai, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nǎdejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe
Proceedings of the 19th International Conference on Spoken Language …, 2022
Decomposing the Fundamentals of Creepy Stories
Sakshi Goel, Haripriya Dharmala, Yuchen Zhang, Keith Burghardt
arXiv preprint arXiv:2211.05369, 2022
Inferring topological transitions in pattern-forming processes with self-supervised learning
Marcin Abram, Keith Burghardt, Greg Ver Steeg, Aram Galstyan, Remi Dingreville
npj Computational Materials 8 (1), 205, 2022
Learning fairer interventions
Yuzi He, Keith Burghardt, Siyi Guo, Kristina Lerman
Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 317-323, 2022
Road network evolution in the urban and rural United States since 1900
Keith Burghardt, Johannes H Uhl, Kristina Lerman, Stefan Leyk
Computers, Environment and Urban Systems 95, 101803, 2022
Emotion regulation and dynamics of moral concerns during the early covid-19 pandemic
Siyi Guo, Keith Burghardt, Ashwin Rao, Kristina Lerman
arXiv preprint arXiv:2203.03608, 2022
Emergent instabilities in algorithmic feedback loops
Keith Burghardt, Kristina Lerman
arXiv preprint arXiv:2201.07203, 2022
Unequal impact and spatial aggregation distort COVID-19 growth rates
Keith Burghardt, Siyi Guo, Kristina Lerman
Philosophical Transactions of the Royal Society A 380 (2214), 20210122, 2022
Historical, county-level road network statistics for the conterminous United States (1900-2015)
Johannes H Uhl, Keith Burghardt
figshare, 2022
Gridded road network statistics and settlement age surfaces for core-based statistical areas in the conterminous US
Johannes H Uhl, Keith Burghardt
figshare, 2022
Historical, generalized built-up areas in us core-based statistical areas 1900-2015
Johannes H Uhl, Keith Burghardt
figshare, 2022
Historical road network statistics for core-based statistical areas in the US (1900-2010)
Keith Burghardt, Johannes H Uhl
figshare, 2022
Quantifying how hateful communities radicalize online users
Matheus Schmitz, Goran Muric, Keith Burghardt
2022 IEEE/ACM International Conference on Advances in Social Networks …, 2022
Tailored quantum alternating operator ansätzes for circuit fault diagnostics
Hannes Leipold, Federico M Spedalieri, Eleanor Rieffel
Algorithms 15 (10), 356, 2022