Evaluating performance of eeg data-driven machine learning for traumatic brain injury classification

N Vivaldi, M Caiola, K Solarana… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Then we denote p1,..., pk significant for the largest k that satisfies: … K = 1, 10, and 100, also
denoted coarse, medium, and fine, respectively. Two more KNN models were trained with K = …

Transient subgranular hyperconnectivity to L2/3 and enhanced pairwise correlations during the critical period in the mouse auditory cortex

X Meng, K Solarana, Z Bowen, J Liu… - Cerebral …, 2020 - academic.oup.com
During the critical period, neuronal connections are shaped by sensory experience. While
the basis for this temporarily heightened plasticity remains unclear, shared connections …

Temporary visual deprivation causes decorrelation of spatiotemporal population responses in adult mouse auditory cortex

K Solarana, J Liu, Z Bowen, HK Lee, PO Kanold - ENeuro, 2019 - eneuro.org
Although within-modality sensory plasticity is limited to early developmental periods, cross-modal
plasticity can occur even in adults. In vivo electrophysiological studies have shown that …

Fast and stable signal deconvolution via compressible state-space models

A Kazemipour, J Liu, K Solarana… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
… In particular, K-complexes during the stage 2 NREM sleep form another class of transient …
order models can be developed for simultaneous detection of K-complexes and spindles. …

Longitudinal multimodal assessment of neurodegeneration and vascular remodeling correlated with signal degradation in chronic cortical silicon microelectrodes

K Solarana, M Ye, YR Gao, H Rafi… - …, 2020 - spiedigitallibrary.org
Significance: Cortically implanted microelectrode arrays provide a direct interface with
neuronal populations and are used to restore movement capabilities and provide sensory …

Dissecting the microvascular contributions to diffuse correlation spectroscopy measurements of cerebral hemodynamics using optical coherence tomography …

JH Jang, K Solarana, DX Hammer… - …, 2021 - spiedigitallibrary.org
… Krystyna Solarana received her BS degree in biology from Boston College and her PhD
in neuroscience and cognitive science from the University of Maryland, College Park. From …

[HTML][HTML] Longitudinal functional assessment of brain injury induced by high-intensity ultrasound pulse sequences

M Ye, K Solarana, H Rafi, S Patel, M Nabili, Y Liu… - Scientific Reports, 2019 - nature.com
Exposure of the brain to high-intensity stress waves creates the potential for long-term
functional deficits not related to thermal or cavitational damage. Possible sources of such …

Development and plasticity of the functional laminar mesoscale organization of the primary auditory cortex

KL Solarana - 2016 - search.proquest.com
Early sensory experience is fundamental for proper structural and functional organization of
the brain. A brain region that particularly relies on sensory input during a critical period of …

Automatic area-based registration of optical and SAR images through generative adversarial networks and a correlation-type metric

L Maggiolo, D Solarna, G Moser… - IGARSS 2020-2020 …, 2020 - ieeexplore.ieee.org
… to C(·), box constraints can easily be predefined without loss of generality: θ takes values in
[0,2π], Tx and Ty can be bounded according to the sizes of R and S, and bounds on k can be …

[HTML][HTML] A goal-driven unsupervised image segmentation method combining graph-based processing and Markov random fields

M Trombini, D Solarna, G Moser, S Dellepiane - Pattern Recognition, 2023 - Elsevier
Image segmentation is the process of partitioning a digital image into a set of homogeneous
regions (according to some homogeneity criterion) to facilitate a subsequent higher-level …