全部文献期刊会议图书|学者科研项目
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作者:... Jacob Furst , Daniela Raicu , Hongkyun Kim
来源:[J].PLoS ONE(IF 3.73), 2017, Vol.10 (12)
摘要:The nematode Caenorhabditis elegans provides a unique opportunity to interrogate the neural basis of behavior at single neuron resolution. In C. elegans, neural circuits that control behaviors can be formulated based on its complete neural connection map, and easily assessed...
作者:... Hongkyun Kim , Jacob Furst , Daniela Raicu
来源:[J].Computational and Mathematical Methods in Medicine(IF 0.791), 2016, Vol.2016
摘要:The nematode Caenorhabditis elegans explores the environment using a combination of different movement patterns, which include straight movement, reversal, and turns. We propose to quantify C. elegans movement behavior using a computer vision approach based on run-length encoding...
作者:... Jacob Furst , Daniela Raicu , Hongkyun Kim
来源:[J].BMC Neuroscience(IF 3), 2015, Vol.16 (1)
摘要:Abstract(#br) Background(#br)Large conductance, calcium-activated BK channels regulate many important physiological processes, including smooth muscle excitation, hormone release and synaptic transmission. The biological roles of these channels hinge on their unique ability ...
作者:... Jacob Furst , Daniela Raicu , Weidong Cai
来源:[J].Computational and Mathematical Methods in Medicine(IF 0.791), 2016, Vol.2016
摘要:The nematode Caenorhabditis elegans explores the environment using a combination of different movement patterns, which include straight movement, reversal, and turns. We propose to quantify C. elegans movement behavior using a computer vision approach based on run-length encoding...
作者:Daniela Raicu , Jacob Furst
来源:[J].Algorithms, 2009, Vol.2 (4), pp.1473
摘要:This paper uses an ensemble of classifiers and active learning strategies to predict radiologists’ assessment of the nodules of the Lung Image Database Consortium (LIDC). In particular, the paper presents machine learning classifiers that model agreement among ratings in sev...
作者:... Jacob Furst , Daniela Raicu , Hongkyun Kim
来源:[J].PLOS ONE(IF 3.73), 2015, Vol.10 (12)
摘要:The nematode Caenorhabditis elegans provides a unique opportunity to interrogate the neural basis of behavior at single neuron resolution. In C. elegans , neural circuits that control behaviors can be formulated based on its complete neural connection map, and easily assesse...
作者:Daniela Raicu , Jacob Furst
来源:[J].Algorithms, 2009, Vol.2 (4), pp.1473-1502
摘要:This paper uses an ensemble of classifiers and active learning strategies to predict radiologists’ assessment of the nodules of the Lung Image Database Consortium (LIDC). In particular, the paper presents machine learning classifiers that model agreement among ratings in sev...
作者:Daniela Raicu , Raffaella Settimi ...
来源:[J].ACM SIGKDD Explorations Newsletter, 2019, Vol.21 (1), pp.49-52
摘要:In this article, we describe DePaul University's summer data science academy for Chicago Public School students which was, in part, funded through the SIGKDD Impact Award program in 2018. The goal of the academy was to increase awareness about data science among high school stude...
作者:Jennifer Piane , Daniela Raicu , Jacob Furst
来源:[C].Electronic Imaging2013
摘要:In this paper we propose to use gesture recognition approaches to track a human hand in 3D space and, without the useof special clothing or markers, be able to accurately generate code for training an industrial robot to perform the samemotion. The proposed hand tracking com...
作者:... Eura Shin , Jacob Furst , Daniela Raicu
来源:[C].Medical Imaging2019
摘要:Computer-Aided Diagnosis (CADx) systems can be used to provide second opinions in the medical diagnostic process. These CADx systems are expensive to build as they require a large amount of correctly labeled example data. In order to ensure the accuracy of a training label, a rad...

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