112 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of Southern CaliforniaUS8 papers
- Universidade do PortoPT2 papers
- University of OstravaCZ2 papers
- University of South WalesGB2 papers
- Arizona State UniversityUS1 paper
- California Southern UniversityUS1 paper
- California State University, NorthridgeUS1 paper
- Czech Academy of SciencesCZ1 paper
- Czech Academy of Sciences, Biology CentreCZ1 paper
- George Mason UniversityUS1 paper
- Icahn School of Medicine at Mount SinaiUS1 paper
- Institute for Information Transmission ProblemsRU1 paper
12 papers
Behind the Smile: Mental Health Implications of Mother-Infant Interactions Revealed Through Smile Analysis
Adi Dust, Pat Levitt, Maja Matarić
Mothers of infants have specific demands in fostering emotional bonds with their children, characterized by dynamics that are different from adult-adult interactions, notably requi…
Evaluating Temporal Patterns in Applied Infant Affect Recognition
Allen Chang, Lauren Klein, Marcelo R. Rosales +3
Agents must monitor their partners' affective states continuously in order to understand and engage in social interactions. However, methods for evaluating affect recognition do no…
Path Integral Quantum Monte Carlo Calculations of Light Nuclei
Rong Chen, Kevin E. Schmidt
We describe a path-integral ground-state quantum Monte Carlo method for light nuclei in continuous space. We show how to efficiently update and sample the paths with spin-isospin d…
Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk
Long V. Ho, Melissa D. Aczon, David Ledbetter +1
Deep learning has demonstrated success in many applications; however, their use in healthcare has been limited due to the lack of transparency into how they generate predictions. A…
Multidimensional Correlation Spectroscopic Imaging of Exponential Decays: From Theoretical Principles to In Vivo Human Applications
Daeun Kim, Jessica L. Wisnowski, Christopher T. Nguyen +1
Multiexponential modeling of relaxation or diffusion MR signal decays is a popular approach for estimating and spatially mapping different microstructural tissue compartments. Whil…
Quantifying the Sensitivity of HIV-1 Viral Entry to Receptor and Coreceptor Expression
Bhaven Mistry, Maria R. D'Orsogna, Nicholas E. Webb +2
Infection by many viruses begins with fusion of viral and cellular lipid membranes, followed by entry of viral contents into the target cell and ultimately, after many biochemical…
The Dependence of Machine Learning on Electronic Medical Record Quality
Long Ho, David Ledbetter, Melissa Aczon +1
There is growing interest in applying machine learning methods to Electronic Medical Records (EMR). Across different institutions, however, EMR quality can vary widely. This work i…
Evidence-based gene models for structural and functional annotations of the oil palm genome
Chan Kuang Lim, Tatiana V. Tatarinova, Rozana Rosli +12
The advent of rapid and inexpensive DNA sequencing has led to an explosion of data waiting to be transformed into knowledge about genome organization and function. Gene prediction…
Distilling Knowledge from Deep Networks with Applications to Healthcare Domain
Zhengping Che, Sanjay Purushotham, Robinder Khemani +1
Exponential growth in Electronic Healthcare Records (EHR) has resulted in new opportunities and urgent needs for discovery of meaningful data-driven representations and patterns of…
Nonparametric estimation of a mixing distribution for a family of linear stochastic dynamical systems
Alona Kryshchenko, Alan Schumitzky, Mike van Guilder +1
In this paper we develop a nonparametric maximum likelihood estimate of the mixing distribution of the parameters of a linear stochastic dynamical system. This includes, for exampl…
Genomic study of the Ket: a Paleo-Eskimo-related ethnic group with significant ancient North Eurasian ancestry
Pavel Flegontov, Piya Changmai, Anastassiya Zidkova +14
The Kets, an ethnic group in the Yenisei River basin, Russia, are considered the last nomadic hunter-gatherers of Siberia, and Ket language has no transparent affiliation with any…
Differential Evolution Approach to Detect Recent Admixture
Konstantin Kozlov, Dmitry Chebotarov, Mehedi Hassan +4
The genetic structure of human populations is extraordinarily complex and of fundamental importance to studies of anthropology, evolution, and medicine. As increasingly many indivi…