Authors: Xinming Wu, Ji Dai
arXiv
Reading emotions precisely from segments of neural activity is crucial for the development of emotional brain-computer interfaces. Among all neural decoding algorithms, deep learning (DL) holds the po...
Authors: Alexander Schmaus, Felix Creutzig, Nicolas Koch, Nora Molkenthin
arXiv
In face of the threat of a climate catastrophe and the resulting urgent need for decarbonization together with the widespread emergence of the sharing economy, shared pooled mobility has been suggeste...
Authors: Srdjan Ostojic, Stefano Fusi
arXiv
One major challenge of neuroscience is finding interesting structures in a seemingly disorganized neural activity. Often these structures have computational implications that help to understand the fu...
Authors: Priyanka N. deSouza, Susan Anenberg, Neal Fann, Lisa M. McKenzie, Elizabeth Chan, Ananya Roy, Jose L. Jimenez, William Raich, Henry Roman, Patrick L. Kinney
arXiv
We evaluated the sensitivity of estimated PM2.5 and NO2 health impacts to varying key input parameters and assumptions including: 1) the spatial scale at which impacts are estimated, 2) using either a...
Authors: Dominik Meier, Ipek Ensari, Stefan Konigorski
arXiv
Personalized adaptive interventions offer the opportunity to increase patient benefits, however, there are challenges in their planning and implementation. Once implemented, it is an important questio...
Authors: David Beniaguev
arXiv
This PhD thesis is focused on the central idea that single neurons in the brain should be regarded as temporally precise and highly complex spatio-temporal pattern recognizers. This is opposed to the...
Authors: Jason J. Z. Liao, Ekaterine Asatiani, Qingyang Liu, Kevin Hou
arXiv
Traditional dose selection for oncology registration trials typically employs a one- or two-step single maximum tolerated dose (MTD) approach. However, this approach may not be appropriate for molecul...
Authors: Lior Molcho, Neta B. Maimon, Neomi Hezi, Talya Zeimer, Nathan Intrator, Tanya Gurevich
arXiv
Parkinsons disease (PD) diagnosis is challenging due to subtle early clinical signs. F-DOPA PET is commonly used for early PD diagnosis. We explore the potential of machine-learning (ML) based EEG fea...
Authors: Sagnik Bhadury, Riten Mitra, Jeremy T. Gaskins
arXiv
Graphical models describe associations between variables through the notion of conditional independence. Gaussian graphical models are a widely used class of such models where the relationships are fo...
Authors: A. R. Azari, E. Abrahams, F. Sapienza, D. L. Mitchell, J. Biersteker, S. Xu, C. Bowers, F. Pérez, G. A. DiBraccio, Y. Dong, S. Curry
arXiv
The Mars Atmosphere and Volatile EvolutioN (MAVEN) mission has been orbiting Mars since 2014 and now has over 10,000 orbits which we use to characterize Mars' dynamic space environment. Through global...
Authors: Prateek Bansal, Rubal Dua
arXiv
China and India, the world's two most populous developing economies, are also among the world's largest automotive markets and carbon emitters. To reduce carbon emissions from the passenger car sector...
Authors: Najiya Fatma, Varun Ramamohan
arXiv
In this work, we show how real-time length-of-stay (LOS) predictions can be used to divert outpatients from their assigned facility to other facilities with lesser congestion. We illustrate the implem...
Authors: James C. R. Whittington, Joseph Warren, Timothy E. J. Behrens
arXiv
Many deep neural network architectures loosely based on brain networks have recently been shown to replicate neural firing patterns observed in the brain. One of the most exciting and promising novel...
Authors: Arnab Kumar Maity, Sang Chan Lee, Bani K. Mallick, Tapasree Roy Sarkar
arXiv
It is well known that the integration among different data-sources is reliable because of its potential of unveiling new functionalities of the genomic expressions which might be dormant in a single s...
Authors: Xinghui Huang, Jingjing Lyu, Yawen Hou, Zheng Chen
arXiv
In comparative research on time-to-event data for two groups, when two survival curves cross each other, it may be difficult to use the log-rank test and hazard ratio (HR) to properly assess the treat...