Authors: Atefeh Khoshkhahtinat, Hoda Mohammadzade
arXiv
Epilepsy is a neurological disorder identified by sudden and recurrent seizures, which are believed to be accompanied by distinct changes in brain dynamics. Exploring the dynamic changes of brain netw...
Authors: Iván Díaz, Hana Lee, Emre Kıcıman, Mouna Akacha, Dean Follman, Debashis Ghosh
arXiv
Recognizing the importance of real-world data (RWD) for regulatory purposes, the United States (US) Congress passed the 21st Century Cures Act1 mandating the development of Food and Drug Administratio...
Authors: Nerissa Nance, Andrew Mertens, Thomas Gerds, Zeyi Wang, Christian Torp-Pedersen, Mark van der Laan, Kajsa Kvist, Theis Lange, Bochra Zareini, Maya Petersen
arXiv
The causal roadmap is a formal framework for causal and statistical inference that supports clear specification of the causal question, interpretable and transparent statement of required causal assum...
Authors: Alexander Ororbia, Mary Alexandria Kelly
arXiv
Over the last few years, large neural generative models, capable of synthesizing semantically rich passages of text or producing complex images, have recently emerged as a popular representation of wh...
Authors: Shiang Hu, Jie Ruan, Juan Hou, Pedro Antonio Valdes-Sosa, Zhao Lv
arXiv
Plenty of artifact removal tools and pipelines have been developed to correct the EEG recordings and discover the values below the waveforms. Without visual inspection from the experts, it is suscepti...
Authors: Chengrui Li, Soon Ho Kim, Chris Rodgers, Hannah Choi, Anqi Wu
arXiv
Exposing meaningful and interpretable neural interactions is critical to understanding neural circuits. Inferred neural interactions from neural signals primarily reflect functional interactions. In a...
Authors: Dipak Wani, Samuel Ackerman, Eitan Farchi, Xiaotong Liu, Hau-wen Chang, Sarasi Lalithsena
arXiv
Logs enable the monitoring of infrastructure status and the performance of associated applications. Logs are also invaluable for diagnosing the root causes of any problems that may arise. Log Anomaly...
Authors: Saturnino Luz, Masood Masoodian
arXiv
The proliferation of consumer health devices such as smart watches, sleep monitors, smart scales, etc, in many countries, has not only led to growing interest in health monitoring, but also to the dev...
Authors: Shuli Chen, Yuman Wang, Da Zhou, Jie Hu
arXiv
Mounting evidence underscores the prevalent hierarchical organization of cancer tissues. At the foundation of this hierarchy reside cancer stem cells, a subset of cells endowed with the pivotal role o...
Authors: Gerald K. Cooray, Vernon Cooray, Karl Friston
arXiv
We characterise the dynamics of neuronal activity, in terms of field theory, using neural units placed on a 2D-lattice modelling the cortical surface. The electrical activity of neuronal units was ana...
Authors: Denielle Ricciardi, Tom Seidl, Brian Lester, Amanda Jones, Elizabeth Jones
arXiv
Computational simulation is increasingly relied upon for high-consequence engineering decisions, and a foundational element to solid mechanics simulations, such as finite element analysis (FEA), is a...
Authors: Duo Zhang
arXiv
High temporal resolution data plays a vital role in effective short-term hydropower plant operations. In the majority of the Norwegian hydropower system, inflow data is predominantly collected at dail...
Authors: Amin Nejatbakhsh, Isabel Garon, Alex H Williams
arXiv
The signaling capacity of a neural population depends on the scale and orientation of its covariance across trials. Estimating this "noise" covariance is challenging and is thought to require a large...
Authors: Yihan Wu, Lana Vasung, Camilo Calixto, Ali Gholipour, Davood Karimi
arXiv
Early brain development is characterized by the formation of a highly organized structural connectome. The interconnected nature of this connectome underlies the brain's cognitive abilities and influe...
Authors: Sepideh Mosaferi, Malay Ghosh, Shonosuke Sugasawa
arXiv
We introduce a new small area predictor when the Fay-Herriot normal error model is fitted to a logarithmically transformed response variable, and the covariate is measured with error. This framework h...