cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1512834.v50
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508620.v1
title: Social Robots in the Classroom: Lessons From Teachers -- Questionnaires

description: These questionnaires were administered to teachers and teaching assistants at a public preschool in the Greater Boston Area, in order to assess the teachers' views on the use of social robots in education. The pretest was given prior to a two-month deployment of a social robot in their classrooms; the posttest followed this deployment.
DOI: 10.6084/m9.figshare.1508644.v1
title: Mapping above- and below-ground carbon pools in boreal forests: The case for airborne lidar. Dataset.

description: Lidar and field data
DOI: 10.6084/m9.figshare.1508648.v1
title: Supplementary Table S1

description: This table is a summary of the whole genome SNPs and indels detected over among 8 serial Mycobacterium tuberculosis isolates between 1991 and 2011, obtained from a single patient.
DOI: 10.6084/m9.figshare.1508617
title: Hydro-fracking and Health Care Data Set

description: Data set used for PLOS one article: Jemielita T, Gerton GL, Neidell M, Chillrud S, Yan B, Stute M, et al. (2015) Unconventional Gas and Oil Drilling Is Associated with Increased Hospital Utilization Rates. PLoS ONE 10(7): e0131093. doi:10.1371/journal.pone.0131093
DOI: 10.6084/m9.figshare.1508617.v1
title: Hydro-fracking and Health Care Data Set

description: Data set used for PLOS one article: Jemielita T, Gerton GL, Neidell M, Chillrud S, Yan B, Stute M, et al. (2015) Unconventional Gas and Oil Drilling Is Associated with Increased Hospital Utilization Rates. PLoS ONE 10(7): e0131093. doi:10.1371/journal.pone.0131093
DOI: 10.6084/m9.figshare.1512834.v51
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508604
title: Reptile Database data dump 2013-12

description: see http://www.reptile-database.org/data/ for details
DOI: 10.6084/m9.figshare.1508648.v2
title: Supplementary Table S1

description: This table is a summary of the whole genome SNPs and indels detected over among 8 serial Mycobacterium tuberculosis isolates between 1991 and 2011, obtained from a single patient.
DOI: 10.6084/m9.figshare.1508603
title: Reptile Database data dump 2012-12

description: see http://www.reptile-database.org/data/ for details
DOI: 10.6084/m9.figshare.1508603.v1
title: Reptile Database data dump 2012-12

description: see http://www.reptile-database.org/data/ for details
DOI: 10.6084/m9.figshare.1512834.v52
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508648.v3
title: Supplementary Table S1

description: This table is a summary of the whole genome SNPs and indels detected over among 8 serial Mycobacterium tuberculosis isolates between 1991 and 2011, obtained from a single patient.
DOI: 10.6084/m9.figshare.1508591
title: Open PHACTS 1.5.0 linkset connections

description: A summary of void linksets and their connections, as used in Open PHACTS 1.5.0 Identity Mapping Service, visualized using GraphViz.
DOI: 10.6084/m9.figshare.1508648.v5
title: Supplementary Table S1

description: This table is a summary of the whole genome SNPs and indels detected over among 8 serial Mycobacterium tuberculosis isolates between 1991 and 2011, obtained from a single patient.
DOI: 10.6084/m9.figshare.1508648.v4
title: Supplementary Table S1

description: This table is a summary of the whole genome SNPs and indels detected over among 8 serial Mycobacterium tuberculosis isolates between 1991 and 2011, obtained from a single patient.
DOI: 10.6084/m9.figshare.1512834.v53
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508589
title: Open PHACTS 1.5.0 linksets connctions CSV

description: A summary of void linksets used in Open PHACTS 1.5.0 Identity Mapping Service (IMS). Note that only a single direction is shown, although all linksets are used bidirectionally. The direction chosen is picked so that the source is more widely used. Manually extracted from the IMS mySQL database and the live QueryExpander instance, which was loaded with the Open PHACTS 1.5.0 linksets. Massaged to a CSV file using sed.
DOI: 10.6084/m9.figshare.1508591.v2
title: Open PHACTS 1.5.0 linkset connections

description: A summary of void linksets and their connections, as used in Open PHACTS 1.5.0 Identity Mapping Service, visualized using GraphViz.
DOI: 10.6084/m9.figshare.1512834.v54
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508591.v1
title: Open PHACTS 1.5.0 linksets

description: A summary of void linksets used in Open PHACTS 1.5.0, visualized using GraphViz.
DOI: 10.6084/m9.figshare.1508568
title: nSUP30W

description: Neutrons at the SUP with 30cm collimator diameter. Momentum W (150million protons)
DOI: 10.6084/m9.figshare.1508585
title: 1102_features_of_34612_miRNAs.txt

description: The feature matrix which contains 1102 features generated from 34612 miRNAs
DOI: 10.6084/m9.figshare.1512834.v55
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508569
title: S1 Table. Microdialysis data

description: Data set containing microdialysis values for dopamine (DA) and serotonin (5HT) in the medial (DMS) and lateral (DLS) dorsal striatum of exercising and sedentary rats.
DOI: 10.6084/m9.figshare.1508568.v1
title: nSUP30W

description: Neutrons at the SUP with 30cm collimator diameter. Momentum W (150million protons)
DOI: 10.6084/m9.figshare.1508585.v1
title: 1102_features_of_34612_miRNAs.txt

description: The feature matrix which contains 1102 features generated from 34612 miRNAs
DOI: 10.6084/m9.figshare.1508566
title: nSUP30U

description: Neutrons at the SUP with 30cm collimator diameter. Momentum U (150million protons)
DOI: 10.6084/m9.figshare.1512834.v56
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508566.v1
title: nSUP30U

description: Neutrons at the SUP with 30cm collimator diameter. Momentum U (150million protons)
DOI: 10.6084/m9.figshare.1508567
title: nSUP30V

description: Neutrons at the SUP with 30cm collimator diameter. Momentum V (150million protons)
DOI: 10.6084/m9.figshare.1508569.v2
title: S1 Table. Microdialysis data

description: Data set containing microdialysis values for dopamine (DA) and serotonin (5HT) in the medial (DMS) and lateral (DLS) dorsal striatum of exercising and sedentary rats.
DOI: 10.6084/m9.figshare.1508564
title: nSUP30Y

description: Neutrons at the SUP with 30cm collimator diameter. Position Y (150million protons)
DOI: 10.6084/m9.figshare.1508565
title: nSUP30Z

description: Neutrons at the SUP with 30cm collimator diameter. Position Z (150million protons)
DOI: 10.6084/m9.figshare.1508564.v1
title: nSUP30Y

description: Neutrons at the SUP with 30cm collimator diameter. Position Y (150million protons)
DOI: 10.6084/m9.figshare.1508567.v1
title: nSUP30V

description: Neutrons at the SUP with 30cm collimator diameter. Momentum V (150million protons)
DOI: 10.6084/m9.figshare.1512834.v57
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508563
title: nSUP30X

description: Neutrons at the SUP with 30cm collimator diameter. Position X (150million protons)
DOI: 10.6084/m9.figshare.1508565.v1
title: nSUP30Z

description: Neutrons at the SUP with 30cm collimator diameter. Position Z (150million protons)
DOI: 10.6084/m9.figshare.1508569.v1
title: Microdialysis Values

description: This data contains microdialysis values used for analysis
DOI: 10.6084/m9.figshare.1508561
title: nSUP30T

description: Neutrons at the SUP with 30cm collimator diameter. Time (150million protons)
DOI: 10.6084/m9.figshare.1508563.v1
title: nSUP30X

description: Neutrons at the SUP with 30cm collimator diameter. Position X (150million protons)
DOI: 10.6084/m9.figshare.1512834.v58
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508560
title: nSUP30ID

description: Neutrons at the SUP with 30cm collimator diameter. ID (150million protons)
DOI: 10.6084/m9.figshare.1508561.v1
title: nSUP30T

description: Neutrons at the SUP with 30cm collimator diameter. Time (150million protons)
DOI: 10.6084/m9.figshare.1508562
title: nSUP30E

description: Neutrons at the SUP with 30cm collimator diameter. Energy (150million protons)
DOI: 10.6084/m9.figshare.1508552
title: NM14302-V222

description: Clinical Study Reports on Orlistat released by EMA
DOI: 10.6084/m9.figshare.1508558
title: Resource partitioning between ungulate populations in arid environments

description: Data and Supplementary Information to accompany Cooke et al. 2016 (Resource partitioning between ungulate populations in arid environments) Ecology and Evolution.
DOI: 10.6084/m9.figshare.1508560.v1
title: nSUP30ID

description: Neutrons at the SUP with 30cm collimator diameter. ID (150million protons)
DOI: 10.6084/m9.figshare.1508550
title: NM14302-V224

description: Clinical study report
DOI: 10.6084/m9.figshare.1508562.v1
title: nSUP30E

description: Neutrons at the SUP with 30cm collimator diameter. Energy (150million protons)
DOI: 10.6084/m9.figshare.1508550.v1
title: NM14302-V224

description: Clinical study report
DOI: 10.6084/m9.figshare.1508552.v1
title: NM14302-V222

description: Clinical Study Reports on Orlistat released by EMA
DOI: 10.6084/m9.figshare.1512834.v59
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508542
title: nTOF30W

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Momentum W (150million protons)
DOI: 10.6084/m9.figshare.1508558.v1
title: Resource partitioning between fenced ungulate populations in arid environments

description: Data and Supplementary Information to accompany Cooke et al. 2016 (Resource partitioning between ungulate populations in arid environments) Ecology and Evolution.
DOI: 10.6084/m9.figshare.1512834.v60
title: Localized Protein Quantification of Blood Brain Barrier Vasculature in Brightfield IHC Images

description: In this paper, we present an objective method for locally quantifying proteins in blood brain barrier (BBB) vasculature using standard immunohistochemistry (IHC) techniques and bright-field microscopy. Images from the hippocampal region at the BBB are acquired using bright-field microscopy and subjected to our immunohistochemistry quantification (IQ) algorithm which is designed to automatically identify and segment microvessels containing the protein glucose transporter 1 (GLUT1). Gabor filtering and k-means clustering are employed to isolate potential vascular structures within cryopsectioned slabs of the hippocampus, which are subsequently subjected to feature extraction followed by classification via decision forest. The false positive rate (FPR) of microvessel classification is characterized using synthetic and non-synthetic IHC image data for image entropies ranging between 3 and 8 bits. The average FPR for synthetic and non-synthetic IHC image data was found to be 5.48% and 5.04%, respectively.
DOI: 10.6084/m9.figshare.1508541
title: nTOF30V

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Momentum V (150million protons)
DOI: 10.6084/m9.figshare.1508542.v1
title: nTOF30W

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Momentum W (150million protons)
DOI: 10.6084/m9.figshare.1508539
title: nTOF30Z

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Position Z (150million protons)
DOI: 10.6084/m9.figshare.1508540
title: nTOF30U

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Momentum U (150million protons)
DOI: 10.6084/m9.figshare.1508541.v2
title: nTOF30V

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Momentum V (150million protons)
DOI: 10.6084/m9.figshare.1508538
title: nTOF30Y

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Position Y (150million protons)
DOI: 10.6084/m9.figshare.1508539.v1
title: nTOF30Z

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Position Z (150million protons)
DOI: 10.6084/m9.figshare.1508540.v1
title: nTOF30U

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Momentum U (150million protons)
DOI: 10.6084/m9.figshare.1508541.v1
title: nTOF30U

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Momentum U (150million protons)
DOI: 10.6084/m9.figshare.1508537
title: nTOF30X

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Position X (150million protons)
DOI: 10.6084/m9.figshare.1508538.v1
title: nTOF30Y

description: Neutrons at the CUP-TOF with 30cm collimator diameter. Position Y (150million protons)